Tag: SSD

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What Does Converged Infrastructure CI Hyperconverged HCI Mean to Storage I/O?

What Does CI and HCI Mean to Storage I/O?

server storage I/O trends

Updated 1/17/2018

Converged Infrastructure (CI), Hyperconverged Infrastructure (HCI) along with Cluster or Cloud In Box (CIB) are popular trend topics that have gained both industry and customer adoption as part of data infrastructures. Data Infrastructures exists to support business, cloud and information technology (IT) among other applications that transform data into information or services. The fundamental role of legacy and software defined data infrastructures (SDDI) is to provide a platform environment for applications and data that is resilient, flexible, scalable, agile, efficient as well as cost-effective.

Software Defined Data Infrastructure overview

Business, IT Information, Data and other Infrastructures

Put another way, data infrastructures exist to protect, preserve, process, move, secure and serve data as well as their applications for information services delivery. Technologies that make up data infrastructures include hardware, software, cloud or managed services, servers, storage, I/O and networking along with people, processes, policies along with various tools spanning legacy, software-defined virtual, containers and cloud.

As part of data infrastructures, CI, CIB and HCI enable simplified deployment of resources (servers, storage, I/O networking, hardware, software) across different environments. What do these various approaches (CI, HCI, CiB) mean for a hyperconverged (and converged) storage environment? What are the key concerns and considerations related specifically to storage? Most importantly, how do you know that you’re asking the right questions in order to get to the right answers?

Join me on March 15 at 10:00 AM PT for a live (free) webinar organized by the Storage Network Industry Association (SNIA) Ethernet Storage Forum (ESF). In this webinar (What Does Hyperconverged Mean to Storage) I will be joined by SNIA ESF chair John Kim of Mellanox to discuss moving beyond the hype to prepare, plan and make decisions for deploying CI, CiB and HCI.

Some of the server, storage I/O and related topics we will be discussing during the webcast include:

  • What are the storage considerations for CI, CIB and HCI
  • Fast applications and fast servers need fast server storage I/O
  • Fast NVM storage including NVMe, flash and SSD
  • Networking and server storage I/O considerations
  • How to avoid aggravation-causing aggregation (bottlenecks)
  • Aggregated vs. desegregated vs. hybrid converged
  • Planning, comparing, benchmarking and decision-making
  • Data protection, management and east-west I/O traffic
  • Application and server I/O north-south traffic

    • Where To Learn More

  • SNIA ESF organized webinar on BrightTalk March 15, 2017
  • StorageIO.com (events, news, tips, resources) and StorageIOblog.com
  • Cloud and Virtual Data Storage Networking (CRC)
  • Software-Defined Data Infrastructure Essentials (CRC)
  • Data Infrastructure Primer and Overview (Its Whats Inside The Data Center)

    • Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    For many environments some form of converged, desegregated, aggregated or hyper-converged solution or approach will part of their data infrastructures. Join the SNIA ESF folks and me on March 15, 2017 (bring your questions) to discuss CI and HCI storage I/O topics, trends, technologies and themes.

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.

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    If NVMe is the answer, what are the questions?

    If NVMe is the answer, what are the questions?

    If NVMe is the answer, then what are the various questions that should be asked?

    Some common questions that NVMe is the answer to include what is the difference between NVM and NVMe?

    Is NVMe only for servers, does NVMe require fabrics and what benefit is NVMe beyond more IOPs.

    Lets take a look at some of these common NVMe conversations and other questions.

    Main Features and Benefits of NVMe

    Some of the main feature and benefits of NVMe among others include:

      • Lower latency due to improve drivers and increased queues (and queue sizes)
      • Lower CPU used to handle larger number of I/Os (more CPU available for useful work)
      • Higher I/O activity rates (IOPS) to boost productivity unlock value of fast flash and NVM
      • Bandwidth improvements leveraging various fast PCIe interface and available lanes
      • Dual-pathing of devices like what is available with dual-path SAS devices
      • Unlock the value of more cores per processor socket and software threads (productivity)
      • Various packaging options, deployment scenarios and configuration options
      • Appears as a standard storage device on most operating systems
      • Plug-play with in-box drivers on many popular operating systems and hypervisors

    NVM and Media memory matters

    Whats the differences between NVM and NVMe? Non-Volatile Memory (NVM) which as its name implies is persistent electronic memory medium where data is stored. Today you commonly know about NVMs as NAND flash Solid State Devices (SSD), along with NVRAM among others emerging storage class memories (SCM).

    Emerging SCM such as 3D XPoint among other mediums (or media if you prefer) have the premises of boosting both read and write performance beyond traditional NAND flash, closer to DRAM, while having durability also closer to DRAM. For now let’s set the media and mediums aside and get back to how they or will be accessed as well as used.

    server storage I/O NVMe fundamentals

    Server and Storage I/O Media access matters

    NVM Express (e.g. NVMe) is a standard industry protocol for accessing NVM media (SSD and flash devices, storage system, appliances). If NVMe is the answer, then depending on your point of view, NVMe can be (or is) a replacement (today or in the future) for AHCI/SATA, Serial Attached SCSI (SAS). What this means is that NVMe can coexist or replace other block SCSI protocol implementations (e.g. Fibre Channel FCP aka FCP, iSCSI, SRP) as well as NBD (among others).

    Similar to the SCSI command set that is implemented on different networks (e.g. iSCSI (IP), FCP (Fibre Channel), SRP (InfiniBand), SAS) NVMe as a protocol is now implemented using PCIe with form factors of add-in cards (AiC), M.2 (e.g. gum sticks aka next-gen form factor or NGFF) as well as U.2 aka 8639 drive form factors. There are also the emerging NVMe over Fabrics variants including FC-NVMe (e.g. NVMe protocol over Fibre Channel) which is an alternative to SCSI_FCP (e.g. SCSI on Fibre Channel). An example of a PCIe AiC that I have include the Intel 750 400GB NVMe (among others). You should be able to find the Intel among other NVMe devices from your prefered vendor as well as different venues including Amazon.com.

    NVM, flash and NVMe SSD
    Left PCIe AiC x4 NVMe SSD, lower center M.2 NGFF, right SAS and SATA SSD

    The following image shows an NVMe U.2 (e.g. 8639) drive form factor device that from a distance looks like a SAS device and connector. However looking closer some extra pins or connectors that present a PCIe Gen 3 x4 (4 PCIe lanes) connection from the server or enclosure backplane to the devices. These U.2 devices plug into 8639 slots (right) that look like a SAS slot that can also accommodate SATA. Remember, SATA can plug into SAS, however not the other way around.

    NVMe U.2 8639 driveNVMe 8639 slot
    Left NVMe U.2 drive showing PCIe x4 connectors, right, NVMe U.2 8639 connector

    What NVMe U.2 means is that the 8639 slots can be used for 12Gbps SAS, 6Gbps SATA or x4 PCIe-based NVMe. Those devices in turn attach to their respective controllers (or adapters) and device driver software protocol stack. Several servers have U.2 or 8639 drive slots either in 2.5” or 1.8” form factors, sometimes these are also called or known as “blue” drives (or slots). The color coding simply helps to keep track of what slots can be used for different things.

    Navigating your various NVMe options

    If NVMe is the answer, then some device and component options are as follows.

    NVMe device components and options include:

      • Enclosures and connector port slots
      • Adapters and controllers
      • U.2, PCIe AIC and M.2 devices
      • Shared storage system or appliances
      • PCIe and NVMe switches

    If NVMe is the answer, what to use when, where and why?

    Why use an U.2 or 8639 slot when you could use PCIe AiC? Simple, your server or storage system may be PCIe slot constrained, yet have more available U.2 slots. There are U.2 drives from various vendors including Intel and Micro, as well as servers from Dell, Intel and Lenovo among many others.

    Why and when would you use an NVMe M.2 device? As a local read/write cache, or perhaps a boot and system device on servers or appliances that have M.2 slots. Many servers and smaller workstations including Intel NUC support M.2. Likewise, there are M.2 devices from many different vendors including Micron, Samsung among others.

    Where and why would you use NVMe PCIe AiC? Whenever you can and if you have enough PCIe slots of the proper form factor, mechanical and electrical (e.g. x1, x4, x8, x16) to support a particular card.

    Can you mix and match different types of NVMe devices on the same server or appliance? As long as the physical server and its software (BIOS/UEFI, operating system, hypervisors, drivers) support it yes. Most server and appliance vendors support PCIe NVMe AiCs, however, pay attention to if they are x4, x8 both mechanical as well as electrical. Also, verify operating system and hypervisor device driver support. PCIe NVMe AiCs are available from Dell, Intel, Micron and many other vendors.

    Networking with your Server and NVMe Storage

    Keep in mind that context is important when discussing NVMe as there are devices for attaching as the back-end to servers, storage systems or appliances, as well as for front-end attachment (e.g. for attaching storage systems to servers). NVMe devices can also be internal to a server or storage system and appliance, or, accessible over a network. Think of NVMe as an upper-level command set protocol like SCSI that gets implemented on different networks (e.g. iSCSI, FCP, SRP).

    How can NVMe use PCIe as a transport to use devices that are outside of a server? Different vendors have PCIe adapter cards that support longer distances (few meters) to attach to devices. For example, Dell EMC DSSD has a special dual port (two x4 ports) that are PCIe x8 cards for attachment to the DSSD shared SSD devices.

    Note that there are also PCIe switches similar to SAS and InfiniBand among other switches. However just because these are switches, does not mean they are your regular off the shelf network type switch that your networking folks will know what to do with (or want to manage).

    The following example shows a shared storage system or appliance being accessed by servers using traditional block, NAS file or object protocols. In this example, the storage system or appliance has implemented NVMe devices (PCIe AiC, M.2, U.2) as part of their back-end storage. The back-end storage might be all NVMe, or a mix of NVMe, SAS or SATA SSD and perhaps some high-capacity HDD.

    NVMe and server storage access
    Servers accessing shared storage with NVMe back-end devices

    NVMe and server storage access via PCIe
    NVMe PCIe attached (via front-end) storage with various back-end devices

    In addition to shared PCIe-attached storage such as Dell EMC DSSD similar to what is shown above, there are also other NVMe options. For example, there are industry initiatives to support the NVMe protocol to use shared storage over fabric networks. There are different fabric networks, they range from RDMA over Converged Ethernet (RoCE) based as well as Fibre Channel NVME (e.g. FC-NVME) among others.

    An option that on the surface may not seem like a natural fit or leverage NVMe to its fullest is simply adding NVMe devices as back-end media to existing arrays and appliances. For example, adding NVMe devices as the back-end to iSCSI, SAS, FC, FCoE or other block-based, NAS file or object systems.

    NVMe and server storage access via shared PCIe
    NVMe over a fabric network (via front-end) with various back-end devices

    A common argument against using legacy storage access of shared NVMe is along the lines of why would you want to put a slow network or controller in front of a fast NVM device? You might not want to do that, or your vendor may tell you many reasons why you don’t want to do it particularly if they do not support it. On the other hand, just like other fast NVM SSD storage on shared systems, it may not be all about 100% full performance. Rather, for some environments, it might be about maximizing connectivity over many interfaces to faster NVM devices for several servers.

    NVMe and server storage I/O performance

    Is NVMe all about boosting the number of IOPS? NVMe can increase the number of IOPS, as well as support more bandwidth. However, it also reduces response time latency as would be expected with an SSD or NVM type of solution. The following image shows an example of not surprisingly an NVMe PCIe AiC x4 SSD outperforming (more IOPs, lower response time) compared to a 6Gb SATA SSD (apples to oranges). Also keep in mind that best benchmark or workload tool is your own application as well as your performance mileage will vary.

    NVMe using less CPU per IOP
    SATA SSD vs. NVMe PCIe AiC SSD IOPS, Latency and CPU per IOP

    The above image shows the lower amount of CPU per IOP given the newer, more streamlined driver and I/O software protocol of NVMe. With NVMe there is less overhead due to the new design, more queues and ability to unlock value not only in SSD also in servers with more sockets, cores and threads.

    What this means is that NVMe and SSD can boost performance for activity (TPS, IOPs, gets, puts, reads, writes). NVMe can also lower response time latency while also enabling higher throughput bandwidth. In other words, you get more work out of your servers CPU (and memory). Granted SSDs have been used for decades to boost server performance and in many cases, delay an upgrade to a newer faster system by getting more work out of them (e.g. SSD marketing 202).

    NVMe maximizing your software license investments

    What may not be so obvious (e.g. SSD marketing 404) is that by getting more work activity done in a given amount of time, you can also stretch your software licenses further. What this means is that you can get more out of your IBM, Microsoft, Oracle, SAP, VMware and other software licenses by increasing their effective productivity. You might already be using virtualization to increase server hardware efficiency and utilization to cut costs. Why not go further and boost productivity to increase your software license (as well as servers) effectiveness by using NVMe and SSDs?

    Note that fast applications need fast software, servers, drivers, I/O protocols and devices.

    Also just because you have NVMe present or PCIe does not mean full performance, similar to how some vendors put SSDs behind their slow controllers and saw, well slow performance. On the other hand vendors who had or have fast controllers (software, firmware, hardware) that were HDD or are even SSD performance constrained can see a performance boost.

    Additional NVMe and related tips

    If you have a Windows server and have not overridden, check your power plan to make sure it is not improperly set to balanced instead of high performance. For example using PowerShell issue the following command:

    PowerCfg -SetActive “381b4222-f694-41f0-9685-ff5bb260df2e”

    Another Windows related tip if you have not done so is enable task manager disk stats by issuing from a command line “diskperf –y”. Then display task manager and performance and see drive performance.

    Need to benchmark, validate, compare or test an NVMe, SSD (or even HDD) device or system, there are various tools and workloads for different scenarios. Likewise those various tools can be configured for different activity to reflect your needs (and application workloads). For example, Microsoft Diskspd, fio.exe, iometer and vdbench sample scripts are shown here (along with results) as a starting point for comparison or validation testing.

    Does M.2. mean you have NVMe? That depends as some systems implement M.2 with SATA, while others support NVMe, read the fine print or ask for clarification.

    Do all NVMe using PCIe run at the same speed? Not necessarily as some might be PCIe x1 or x4 or x8. Likewise some NVMe PCIe cards might be x8 (mechanical and electrical) yet split out into a pair of x4 ports. Also keep in mind that similar to a dual port HDD, NVMe U.2 drives can have two paths to a server, storage system controller or adapter, however both might not be active at the same time. You might also have a fast NVMe device attached to a slow server or storage system or adapter.

    Who to watch and keep an eye on in the NVMe ecosystem? Besides those mentioned above, others to keep an eye on include Broadcom, E8, Enmotus Fuzedrive (micro-tiering software), Excelero, Magnotics, Mellanox, Microsemi (e.g. PMC Sierra), Microsoft (Windows Server 2016 S2D + ReFS + Storage Tiering), NVM Express trade group, Seagate, VMware (Virtual NVMe driver part of vSphere ESXi in addition to previous driver support) and WD/Sandisk among many others.

    Where To Learn More

    Additional related content can be found at:

    Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    NVMe is in your future, that was the answer, however there are the when, where, how, with what among other questions to be addressed. One of the great things IMHO about NVMe is that you can have it your way, where and when you need it, as a replacement or companion to what you have. Granted that will vary based on your preferred vendors as well as what they support today or in the future.

    If NVMe is the answer, Ask your vendor when they will support NVMe as a back-end for their storage systems, as well as a front-end. Also decide when will your servers (hardware, operating systems hypervisors) support NVMe and in what variation. Learn more why NVMe is the answer and related topics at www.thenvmeplace.com

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.

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    SSD, flash, Non-volatile memory (NVM) storage Trends, Tips & Topics

    SSD, flash, Non-volatile memory (NVM) storage Trends, Tips & Topics

    Updated 2/2/2018

    server storage I/O trends

    Will 2017 be there year of solid state device (SSD), all flash, or all Non-volatile memory (NVM) based storage data centers and data infrastructures?

    Recently I did a piece over at InfoStor looking at SSD trends, tips and related topics. SSDs of some type, shape and form are in your future, if they are not already. In my InfoStor piece, I look at some non-volatile memory (NVM) and SSD trends, technologies, tools and tips that you can leverage today to help prepare for tomorrow. This also includes NVM Express (NVMe) based components and solutions.

    By way of background, SSD can refer to solid state drive or solid state device (e.g. more generic). The latter is what I am using in this post. NVM refers to different types of persistent memories, including NAND flash and its variants most commonly used today in SSDs. Other NVM mediums include NVRAM along with storage class memories (SCMs) such as 3D XPoint and phase change memory (PCM) among others. Let’s focus on NAND flash as that is what is primarily available and shipping for production enterprise environments today.

    Continue reading about SSD, flash, NVM and related trends, topics and tips over at InfoStor by clicking here.

    Where To Learn More

    Additional related content can be found at:

    What This All Means

    Will 2017 finally be the year of all flash, all SSD and all NVM including emerging storage class memories (SCM)? Or as we have seen over the past decade increasing adoption as well as deployment in most environments, some of which have gone all SSD or NVM. In the meantime it is safe to say that NVMe, NVM, SSD, flash and other related technologies are in your future in some shape or form as well as quantity. Check out my piece over at InfoStor SSD trends, tips and related topics.

    What say you, are you going all flash, SSD or NVM in 2017, if not, what are your concerns or constraints and plans?

    Ok, nuff said, for now…

    Cheers
    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, vSAN and VMware vExpert. Author Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press) and <a “https://storageioblog.com/book1”>Resilient Storage Networks (Elsevier) and twitter @storageio. Watch for the spring 2017 release of his new book “Software-Defined Data Infrastructure Essentials” (CRC Press).

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2023 Server StorageIO(R) and UnlimitedIO All Rights Reserved

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    Updated Software Defined Data Infrastructure Webinars and Fall 2016 events

    Software Defined Data Infrastructure Webinars and Fall 2016 events

    server storage I/O trends

    Here is the updated Server StorageIO fall 2016 webinar and event activities covering software defined data center, data infrastructure, virtual, cloud, containers, converged, hyper-converged server, storage, I/O network, performance and data protection among other topics.

    December 7, 2016 – Webinar 11AM PT – BrightTalk
    Hyper-Converged Infrastructure Decision Making

    Hyper-Converged Infrastructure, HCI and CI Decision Making

    Are Converged Infrastructures (CI), Hyper-Converged Infrastructures (HCI), Cluster in Box or Cloud in Box (CiB) solutions for you? The answer is it depends on what your needs, requirements, application among other criteria are. In addition are you focused on a particular technology solution or architecture approach, or, looking for something that adapts to your needs? Join us in this discussion exploring your options for different scenarios as we look beyond they hype including to next wave of hyper-scale converged along with applicable decision-making criteria. Topics include:

    – Data Infrastructures exist to support applications and their underlying resource needs
    – What are your application and environment needs along with other objectives
    – Explore various approaches for hyper-small and hyper-large environments
    – What are you converging, hardware, hypervisors, management or something else?
    – Does HCI mean hyper-vendor-lock-in, if so, is that a bad thing?
    – When, where, why and how to use different scenarios

    November 29-30, 2016 (New) – Converged & Hyper-Converged Decision Making
    Is Converged Infrastructure Right For You?
    Workshop Seminar – Nijkerk The Netherlands

    Converged and server storage I/O data infrastructure trends
    Agenda and topics to be covered include:

    • When should decide to evaluate CI/HCI vs. traditional approach
    • What are decision and evaluation criteria for apples to apples vs. Apples to pears
    • What are the costs, benefits, and caveats of the different approaches
    • How different applications such as VDI or VSI or database have different needs
    • What are the network, storage, software license and training cost implications
    • Different comparison criteria for smaller environments remote office vs. Larger enterprise
    • How will you protect and secure a CI, HCI environment (HA, BC, BR, DR, Backup)
    • What is the risk and benefit of startups, companies with limited portfolios vs. Big vendors
    • Do it yourself (DiY) vs. Turnkey software vs. Bundled tin wrapped software solution
    • We will also look at associated trends including software-defined, NVM/SSD, NVMe, VMware, Microsoft, KVM, Citrix/Xen, Docker, OpenStack among others.

    Organized by:
    Brouwer Storage Consultancy

    November 28, 2016 (New) – Server Storage I/O Fundamental Trends V2.1116
    Whats New, Whats the buzz, what you need to know about and whos doing what
    Workshop Seminar – Nijkerk The Netherlands

    Converged and server storage I/O data infrastructure trends
    Agenda and topics that will be covered include:

    • Who’s doing what, who are the new emerging vendors, solutions and technologies to watch
    • Non-Volatile Memory (NVM), flash solid state device (SSD), Storage Class Memory (SCM)
    • Networking with your servers and storage including NVMe, NVMeoF and RoCE
    • Cloud, Object and Bulk storage for data protection, archiving, near-line, scale-out
    • Data protection and software defined storage management (backup, BC, BR, DR, archive)
    • Microsoft Windows Server 2016, Nano, S2D and Hyper-V
    • VMware, OpenStack, Ceph, Docker and Containers, CI and HCI
    • EMC is gone, now there is Dell EMC and what that means
    • Various vendors and solutions from legacy to new and emerging
    • Recommendations, usage or deployment scenarios and tips
    • Some examples of who’s doing what includes AWS, Brocade, Cisco, Dell EMC, Enmotus, Futjistu, Google, HDS, HP and Huawei, IBM, Intel, Lenovo, Mellanox, Micron, Microsoft, NetApp, Nutanix, Oracle, Pure, Quantum, Qumulo, Reduxio, Rubrik, Samsung, SANdisk, Seagate, Simplivity and Tintri, Veeam, Veritas, VMware and WD among others.

    Organized by:
    Brouwer Storage Consultancy

    November 23, 2016 – Webinar 10AM PT BrightTalk
    BCDR and Cloud Backup Software Defined Data Infrastructures (SDDI) and Data Protection

    BC DR Cloud Backup and Data Protection

    The answer is BCDR and Cloud Backup, however what was the question? Besides how to protect preserve and secure your data, applications along with data Infrastructures against various threat risk issues, what are some other common questions? For example how to modernize, rethink, re-architect, use new and old things in new ways, these and other topics, techniques, trends, tools have a common theme of BCDR and Cloud Backup. Join us in this discussion exploring your options for protecting data, applications and your data Infrastructures spanning legacy, software-defined virtual and cloud environments. Topics include:

    – Data Infrastructures exist to support applications and their underlying resource needs
    – Various cloud storage options to meet different application PACE needs
    – Do clouds need to be backed-up or protected?
    – How to leverage clouds for various data protection objectives
    – When, where, why and how to use different scenarios

    November 23, 2016 – Webinar 9AM PT – BrightTalk
    Cloud Storage – Hybrid and Software Defined Data Infrastructures (SDDI)

    Cloud Storage Decision Making

    You have been told, or determined that you need (or want) to use cloud storage, ok, now what? What type of cloud storage do you need or want, or do you simply want cloud storage? However, what are your options as well as application requirements including Performance, Availability, Capacity and Economics (PACE) along with access or interfaces? Where are your applications and where will they be located? What are your objectives for using cloud storage or is it simply you have heard or told its cheaper. Join us in this discussion exploring your options, considerations for cloud storage decision-making. Topics include:

    – Data Infrastructures exist to support applications and their underlying resource needs
    – Various cloud storage options to meet different application PACE needs
    – Storage for primary, secondary, performance, availability, capacity, backup, archiving
    – Public, private and hybrid cloud storage options from block, file, object to application service
    – When, where, why and how to use cloud storage for different scenarios

    November 22, 2016 – Webinar 10AM PT – BrightTalk
    Cloud Infrastructure Hybrid and Software Defined Data Infrastructures (SDDI)

    Cloud Infrastructure and Hybrid Software Defined

    At the core of cloud (public, private, hybrid) next generation data centers are software defined data infrastructures that exist to protect, preserve and serve applications, data along with their resulting information services. Software defined data infrastructure core components include hardware, software servers and storage configured (defined) to provide various services enabling application Performance Availability Capacity and Economics (PACE). Just as there are different types of environments, applications along with workloads various options, technologies as well as techniques exist for cloud services (and underlying data infrastructures). Join us in this session to discuss trends, technologies, tools, techniques and services options for cloud infrastructures. Topics include:

    – Data Infrastructures exist to support applications and their underlying resource needs
    – Software Defined Infrastructures (SDDI) are what enable Software Defined Data Centers and clouds
    – Various types of clouds along with cloud services that determine how resources get defined
    – When, where, why and how to use cloud Infrastructures along with associated resources

    November 15, 2016 (New) – 11AM PT Webinar – Redmond Magazine and Solarwinds
    The O.A.R. of Virtualization Scaling
    A journey of optimization, automation, and reporting

    Your journey to a flexible, scalable and secure IT universe begins now. Join Microsoft MVP and VMware vSAN and vExpert Greg Schulz of Server StorageIO along with VMware vExpert, Cisco Champion and Head Geek of Virtualization and Cloud Practice Kong Yang of SolarWinds for an interactive discussion empowering you to become the master of your software defined and virtual data center. Topics will include:

    • Trust your instruments and automation, however, verify they are working properl
    • Insight into how your environment, as well as automation tools, are working
    • Leverage automation to handle recurring tasks so you can focus on more productive activities
    • Capture, retain and transfer knowledge and tradecraft experiences into automation policies
    • Automated system management is only as good as the policies and data they rely upon
    • Optimize via automation that relies on reporting for insight, awareness and analytics 

    November 3, 2016 (New) – Webinar 11AM PT – Redmond Magazine and
    Dell Software
    Tailor Your Backup Data Repositories to
    Fit Your Security and Management Needs

    Does data protection storage have you working overtime to take care of it? Do you have the flexibility to protect, preserve, secure and serve different workgroups or customers in a shared environment? Is your environment looking to expand with new applications and remote offices, yet your data protection is slowing you down? 

    In this webinar we will look at current and emerging trends along with issues including how different threat risk challenges impact your evolving environment, as well as opportunities to address them. It’s time to deploy technology that works for you and your environment instead of you working for the solution. 

    Attend and learn about:

    • Data protection trends, issues, regulatory compliance, challenges and opportunities
    • How to utilize purpose built appliances to protect and defend your systems, applications and data from various threat risks
    • Importance of timely insight and situational awareness into your data protection infrastructure
    • Protecting centralized and distributed remote office branch offices (ROBO) workgroups
    • What you can do today to optimize your environment

    October 27, 2016 (New) – Webinar 10AM PT – Virtual Instruments
    The Value of Infrastructure Insight

    This webinar looks at the value of data center infrastructure insight both as a technology as well as a business productivity enabler. Besides productivity, having insight into how data infrastructure resources (servers, storage, networks, system software) are used, enables informed analysis, troubleshooting, planning, forecasting as well as cost-effective decision-making. In other words, data center infrastructure insight, based on infrastructure performance analytics, enables you to avoid flying blind, having situational awareness for proactive Information Technology (IT) management. Your return on innovation is increased, and leveraging insight awareness along with metrics that matter drives return on investment (ROI) along with enhanced service delivery.

    October 20, 2016 – Webinar 9AM PT – BrightTalk
    Next-Gen Data Centers Software Defined Data Infrastructures (SDDI) including Servers, Storage and Virtualization

    Cloud Storage Decision Making

    At the core of next generation data centers are software defined data infrastructures that enable, protect, preserve and serve applications, data along with their resulting information services. Software defined data infrastructure core components include hardware, software servers and storage configured (defined) to provide various services enabling application Performance Availability Capacity and Economics (PACE). Just as there are different types of environments, applications along with workloads various options, technologies as well as techniques exist for virtual servers and storage. Join us in this session to discuss trends, technologies, tools, techniques and services around storage and virtualization for today, tomorrow, and in the years to come. Topics include:

    – Data Infrastructures exist to support applications and their underlying resource needs
    – Software Defined Infrastructures (SDDI) are what enable Software Defined Data Centers
    – Server and Storage Virtualization better together, with and without CI/HCI
    – Many different facets (types) of Server virtualization and virtual storage
    – When, where, why and how to use storage virtualization and virtual storage

    September 20, 2016 – Webinar 8AM PT – BrightTalk
    Software Defined Data Infrastructures (SDDI) Enabling Software Defined Data Centers – Part of Software-Defined Storage summit

    Cloud Storage Decision Making

    Data Infrastructures exist to support applications and their underlying resource needs. Software-Defined Infrastructures (SDI) are what enable Software-Defined Data Centers, and at the heart of a SDI is storage that is software-defined. This spans cloud, virtual and physical storage and is at the focal point of today. Join us in this session to discuss trends, technologies, tools, techniques and services around SDI and SDDC- today, tomorrow, and in the years to come.

    September 13, 2016 – Webinar 11AM PT – Redmond Magazine and
    Dell Software
    Windows Server 2016 and Active Directory
    Whats New and How to Plan for Migration

    Windows Server 2016 is expected to GA this fall and is a modernized version of the Microsoft operating system that includes new capabilities such as Active Directory (AD) enhancements. AD is critical to organizational operations providing control and secure access to data, networks, servers, storage and more from physical, virtual and cloud (public and hybrid). But over time, organizations along with their associated IT infrastructures have evolved due to mergers, acquisitions, restructuring and general growth. As a result, yesterday’s AD deployments may look like they did in the past while using new technology (e.g. in old ways). Now is the time to start planning for how you will optimize your AD environment using new tools and technologies such as those in Windows Server 2016 and AD in new ways. Optimizing AD means having a new design, performing cleanup and restructuring prior to migration vs. simply moving what you have. Join us for this interactive webinar to begin planning your journey to Windows Server 2016 and a new optimized AD deployment that is flexible, scalable and elastic, and enables resilient infrastructures. You will learn:

    • What’s new in Windows Server 2016 and how it impacts your AD
    • Why an optimized AD is critical for IT environments moving forward
    • How to gain insight into your current AD environment
    • AD restructuring planning considerations

    September 8, 2016 – Webinar 11AM PT (Watch on Demand) – Redmond Magazine, Acronis and Unitrends
    Data Protection for Modern Microsoft Environments

    Your organization’s business depends on modern Microsoft® environments — Microsoft Azure and new versions of Windows Server 2016, Microsoft Hyper-V with RCT, and business applications — and you need a data protection solution that keeps pace with Microsoft technologies. If you lose mission-critical data, it can cost you $100,000 or more for a single hour of downtime. Join our webinar and learn how different data protection solutions can protect your Microsoft environment, whether you store data on company premises, at remote locations, in private and public clouds, and on mobile devices.

    Where To Learn More

    What This All Means

    Its fall back to school and learning time, join me on these and other upcoming event activities.

    Ok, nuff said, for now…

    Cheers
    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, vSAN and VMware vExpert. Author Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press) and Resilient Storage Networks (Elsevier) and twitter @storageio

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2023 Server StorageIO(R) and UnlimitedIO All Rights Reserved

    Posted on

    EMC is now Dell EMC, part of Dell Technologies and other server storage Updates

    EMC is now Dell EMC and other server storage Updates

    server storage I/O trends

    In case you missed it or did not hear, EMC is now Dell EMC and is future ready (one of their new tag lines).

    What this means is that EMC is no longer a publicly traded company instead now being privately held under the Dell Technologies umbrella. In case you did not know or had forgotten, one of the principal owners of Dell Technologies is Michael Dell aka the founder of Dell Computers which itself went private a few years ago. The Dell Server division which sells direct as well as via channels and OEMs is now part of the Dell EMC division (e.g. they sell Servers, Storage, I/O and Networking hardware, software and services).

    Dell EMC Storage Portfolio
    Dell EMC Storage Portfolio – Via emc.com

    Other related news and activities include:

    • Dell EMC sells Content Division (e.g. Documentum (bought in 2003), InfoArchive and LEAP) to OpenText for $1.62B USD
    • Dell is selling its Sonicwall and software division (e.g. what was a mix of Quest and other non-EMC related software) to a Private Equity group. The new company to be called Quest has ironically as one of its investors, activist PE firm Elliott Management. You might recall Elliott Management was the activist investor pushing for more value out of EMC for shareholders.
    • Expands Data Protection Portfolio For VMware Environments
    • Hybrid Cloud Platform Enhancements
    • XtremIO New Features and Management for Virtualized Environments
    • Combines DSSD and PowerEdge Servers for SAS (Software) Analytics
    • ScaleIO Ready Node Offers All-Flash Software-Defined
    • Expands Microsoft Support across Cloud and Converged Infrastructure
    • With approximately 140,000 employees worldwide post merger Dell EMC has announce some expected layoffs.

    Dell EMC Enahncements made today

    • Announced a new entry-level VMAX (200F) with very small physical footprint, affordable starter system price and flexibility to scale as you need to grow. Also announced were SRDF third site enhancements as well as VPLEX updates.
    • Data Domain enhancements including OS 6.0, flash and tiering across private, public and hybrid cloud
    • Unity mid-range storage (e.g. the successor to VNX) enhanced with all-flash and UnityOE software updates that include in-line compression along with cloud tiering. All-flash Unity models using 15.36TB SAS Flash SSD drives (3D NAND) can support up to 384TB in a 2U rack. Cloud tiering includes support for Virtustream, AWS and Microsoft Azure.

    Dell EMC VMAX storage family
    Dell EMC VMAX family and new 200F – Via emc.com

    Note that in-line compression on Unity and VMAX systems is available on all-flash based systems, while tiering is available on both all-flash as well as hybrid systems.

    Where To Learn More

    Dell Updates Storage Center Operating System 7 (SCOS 7)
    EMC DSSD D5 Rack Scale Direct Attached Shared SSD All Flash Array Part I
    Part II – EMC DSSD D5 Direct Attached Shared AFA
    EMCworld 2016 Getting Started on Dell EMC announcements
    EMCworld 2016 EMC Hybrid and Converged Clouds Your Way
    Dell-EMC: The Storage Ramifications
    VMware Targets Synergies in Dell-EMC Deal 
    Dell to Buy EMC for $67B; Sharpen Focus on Large Enterprises and High-End Computing
    Dell SAN strategy examined after move to go private
    EMC VxRack Neutrino Nodes launched for OpenStack cloud storage
    EMC Under Pressure To Spin Off VMware
    EMC Bridges Cloud, On-Premise Storage With TwinStrata Buy
    Top Ten Takeaways from EMC World
    When to implement ultra-dense server storage
    EMCworld 2015 How Do You Want Your Storage Wrapped?
    EMCworld 2015 How Do You Want Your Storage Wrapped?

    What This All Means

    For those that think (or wish) that now that EMC has gone private (e.g. granted under Dell ownership) that they have gone away and no longer relevant, time will tell what happens long term. However while they (EMC, now Dell EMC) are no longer a publicly held company, they are still very much in the public spotlight addressing legacy, current as well as emerging IT data infrastructure and software-defined data center, software defined storage and related topics spanning cloud, virtual, container among others.

    What this all means is that Dell EMC is following through with providing different types of data infrastructure along with associated server, storage and I/O solutions as well as associated software defined storage management and data protection tools to meet various needs. How do you want your storage wrapped? Do you want it software defined such as a ScaleIO, ECS (object), DataDomain (data protection), VIPR, or Unity among other virtual storage appliances (VSAs), or tin-wrapped as a physical storage system or appliance?

    With the VMAX 200F, Dell EMC is showing that they can scale-down the VMAX. Dell EMC is also showing they can scale VMAX up and out while making it affordable and physically practical for smaller environments who want, need or are required to have traditional enterprise class storage in a small footprint (price, physical space) with enterprise resiliency.

    Dell EMC Storage Portfolio
    Dell EMC Storage Portfolio – Via emc.com

    A question that comes up is what happens with the various competing Dell and EMC (pre-merger) storage product lines. If you look closely at the storage line up photo above, you will notice the Dell SC (e.g. Compellent) is shown along with all of the EMC solutions. This should or could prompt the question of what about the PS series (e.g. EqualLogic) or some MD. So far the answer I have received is that they remain available for sale which you can confirm via the Dell website. However, what will the future bring to those or others is still TBD.

    Needless to say there is more to see and hear coming out of Dell EMC in the weeks and months ahead, that is unless as some predict (or wishful thinking) they go away which I don’t see happening anytime soon. Oh, FWIW, Dell and EMC have been Server StorageIO clients direct and indirect via 3rd parties in the past (that’s a disclosure btw).

    Ok, nuff said, for now…

    Cheers
    Gs

    Greg Schulz – Microsoft MVP and VMware vSAN vExpert, Author Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press) and Resilient Storage Networks (Elsevier)
    twitter @storageio

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2023 Server StorageIO(R) and UnlimitedIO All Rights Reserved

    Posted on

    Get in the NVMe SSD game (if you are not already) with Intel 750 among others

    Get in the NVMe SSD game (if you are not already)

    Get in the NVMe SSD game. If you are or have talked the Non Volatile Memory (NVM) and NVM Express (NVMe) flash SSD talk, however have not yet done the walk, there are some good opportunities to do so.

    One example how to start walking the talk is get something like the Intel 750 400GB NVMe PCIe Add in Card (AiC) which you should be able to find on different venues including Amazon for $400 USD or less (recently saw the 400GB version for about $309 USD delivered).

    Of course the question might then be what to do with a NVMe device when you get it which besides running your applications on it, you can find some benchmark and workload generator tools, scripts and examples here.

    NVMe ssd storage
    Various NVM flash SSD including NVMe devices

    Sure there are newer, more expensive, higher capacity cards, some are general availability (GA) while others are on early preview or evaluation basis.

    However a good value, cost-effective way to get into the NVMe game, or expand your footprint are devices such as the Intel 750.

    I have some of these cards and they have been great for use with various workloads. The Intel 750 cards are plug and play in various systems including my TS140s among larger robust servers running Windows Server (2012 R2, 2016 TP5), Ubuntu (various) and VMware ESXi (various).

    There are in the box drivers for these Intel 750 cards, however to get a little more performance recommend visiting the Intel site, get the SSD tools, update the firmware on the cards if needed, as well as try the Intel vs. native drivers.

    There are many vendors with NVMe PCIe cards, as well as U.2/SFF 8639 drives and M.2 mini-cards including Intel, Micron, Seagate, WD among many others

    Where To Learn More

    Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    Time to get in the NVMe game if you have not already done so moving from talking the talk to walking the talk. With cost of early generation NVMe devices such as the Intel 750 among others there are great opportunities to get started. On the other hand if you are already using NVMe, there are some good opportunities to add extra NVMe based SSD to other servers or systems.

    Speaking of NVMe talk, join me and others on a panel (Session 303) moderated by Dr. Jay Metz (@drjmetz) August 11th at Flash Memory Summit where we will discuss NVMe including NVMe over fabric networks (e.g. moving beyond the PCIe bus). Also keep in mind, with NVMe the question is not if, rather when, where, why, how with what and how to coexist and leverage existing technologies, hardware, software and people skill sets.

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.

    Posted on

    Server storage I/O performance benchmark workload scripts Part I

    Server storage I/O performance benchmark workload scripts Part I

    Server storage I/O performance benchmark workload scripts

    Update 1/28/2018

    This is part one of a two-part series of posts about Server storage I/O performance benchmark workload tools and scripts. View part II here which includes the workload scripts and where to view sample results.

    There are various tools and workloads for server I/O benchmark testing, validation and exercising different storage devices (or systems and appliances) such as Non-Volatile Memory (NVM) flash Solid State Devices (SSDs) or Hard Disk Drives (HDD) among others.

    NVMe ssd storage
    Various NVM flash SSD including NVMe devices

    For example, lets say you have an SSD such as an Intel 750 (here, here, and here) or some other vendors NVMe PCIe Add in Card (AiC) installed into a Microsoft Windows server and would like to see how it compares with expected results. The following scripts allow you to validate your system with those of others running the same workload, granted of course your mileage (performance) may vary.

    server storage I/O SCM NVM SSD performance

    Why Your Performance May Vary

    Reasons you performance may vary include among others:

    • GHz Speed of your server, number of sockets, cores
    • Amount of main DRAM memory
    • Number, type and speed of PCIe slots
    • Speed of storage device and any adapters
    • Device drivers and firmware of storage devices and adapters
    • Server power mode setting (e.g. low or balanced power vs. high-performance)
    • Other workload running on system and device under test
    • Solar flares (kp-index) among other urban (or real) myths and issues
    • Typos or misconfiguration of workload test scripts
    • Test server, storage, I/O device, software and workload configuration
    • Versions of test software tools among others

    Windows Power (and performance) Settings

    Some things are assumed or taken for granted that everybody knows and does, however sometimes the obvious needs to be stated or re-stated. An example is remembering to check your server power management settings to see if they are in energy efficiency power savings mode, or, in high-performance mode. Note that if your focus is on getting the best possible performance for effective productivity, then you want to be in high performance mode. On the other hand if performance is not your main concern, instead a focus on energy avoidance, then low power mode, or perhaps balanced.

    For Microsoft Windows Servers, Desktop Workstations, Laptops and Tablets you can adjust power settings via control panel and GUI as well as command line or Powershell. From command line (privileged or administrator) the following are used for setting balanced or high-performance power settings.

    Balanced

    powercfg.exe /setactive 381b4222-f694-41f0-9685-ff5bb260df2e

    High Performance

    powercfg.exe /setactive 8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c

    From Powershell the following set balanced or high-performance.

    Balanced
    PowerCfg -SetActive "381b4222-f694-41f0-9685-ff5bb260df2e"

    High Performance
    PowerCfg -SetActive "8c5e7fda-e8bf-4a96-9a85-a6e23a8c635c"

    Note that you can list Windows power management settings using powercfg -LIST and powercfg -QUERY

    server storage I/O power management

    Btw, if you have not already done so, enable Windows disk (HDD and SSD) performance counters so that they appear via Task Manager by entering from a command prompt:

    diskperf -y

    Workload (Benchmark) Simulation Test Tools Used

    There are many tools (see storageio.com/performance) that can be used for creating and running workloads just as there are various application server I/O characteristics. Different server I/O and application performance attributes include among others read vs. write, random vs. sequential, large vs. small, long vs. short stride, burst vs. sustain, cache and non-cache friendly, activity vs. data movement vs. latency vs. CPU usage among others. Likewise the number of workers, jobs, threads, outstanding and overlapped I/O among other configuration settings can have an impact on workload and results.

    The four free tools that I’m using with this set of scripts are:

    • Microsoft Diskspd (free), get the tool and bits here or here (open source), learn more about Diskspd here.
    • FIO.exe (free), get the tool and bits here or here among other venues.
    • Vdbench (free with registration), get the tool and bits here or here among other venues.
    • Iometer (free), get the tool and bits here among other venues.

    Notice: While best effort has been made to verify the above links, they may change over time and you are responsible for verifying the safety of links and your downloads.

    Where To Learn More

    Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    Remember, everything is not the same in the data center or with data infrastructures that support different applications.

    While some tools are more robust or better than others for different things, ultimately it’s usually not the tool that results in a bad benchmark or comparison, it’s the configuration or lack of including workload settings that are not relevant or applicable. The best benchmark, workload or simulation is your own application. Second best is one that closely resembles your application workload characteristics. A bad benchmark is one that has no relevance to your environment, application use scenario. Take and treat all benchmark or workload simulation results with a grain of salt as something to compare, contrast or make reference to in the proper context. Read part two of this post series to view test tool workload scripts along with sample results.

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.

    Posted on

    Part II – Some server storage I/O workload scripts and results

    Part II – Some server storage I/O workload scripts and results

    server storage I/O trends

    Updated 1/28/2018

    This is the second in a two part series of posts pertaining to using some common server storage I/O workload benchmark tools and scripts. View part I here which includes overview, background and information about the tools used and related topics.

    NVMe ssd storage
    Various NVM flash SSD including NVMe devices

    Following are some server I/O benchmark workload scripts to exercise various storage devices such as Non-Volatile Memory (NVM) flash Solid State Devices (SSDs) or Hard Disk Drives (HDD) among others.

    The Workloads

    Some ways that can impact the workload performance results besides changing the I/O size, read write, random sequential mix is the number of threads, workers and jobs. Note that in the workload steps, the larger 1MB and sequential scenarios have fewer threads, workers vs. the smaller IOP or activity focused workloads. Too many threads or workers can cause overhead and you will reach a point of diminishing return at some point. Likewise too few and you will not drive the system under test (SUT) or device under test (DUT) to its full potential. If you are not sure how many threads or workers to use, run some short calibration tests to see the results before doing a large, longer test.

    Keep in mind that the best benchmark or workload is your own application running with similar load to what you would see in real world, along with applicable features, configuration and functionality enabled. The second best would be those that closely resemble your workload characteristics and that are relevant.

    The following workloads involved a system test initiator (STI) server driving workload using the different tools as well as scripts shown. The STI sends the workload to a SUT or DUT that can be a single drive, card or multiple devices, storage system or appliance. Warning: The following workload tests does both reads and writes which can be destructive to your device under test. Exercise caution on the device and file name specified to avoid causing a problem that might result in you testing your backup / recovery process. Likewise no warranty is given, implied or made for these scripts or their use or results, they are simply supplied as is for your reference.

    The four free tools that I’m using with this set of scripts are:

    • Microsoft Diskspd (free), get the tool and bits here or here (open source), learn more about Diskspd here.
    • FIO.exe (free), get the tool and bits here or here among other venues.
    • Vdbench (free with registration), get the tool and bits here or here among other venues.
    • Iometer (free), get the tool and bits here among other venues.

    Notice: While best effort has been made to verify the above links, they may change over time and you are responsible for verifying the safety of links and your downloads

    Microsoft Diskspd workloads

    Note that a 300GB size file named iobw.tst on device N: is being used for performing read and write I/Os to. There are 160 threads, I/O size of 4KB and 8KB varying from 100% Read (0% write), 70% Read (30% write) and 0% Read (100% write) with random (seek) and no hardware or software cache. Also specified are to collect latency statistics, a 30 second warm up ramp up time, and a quick 5 minute duration (test time). 5 minutes is a quick test for calibration, verify your environment however relatively short for a real test which should be in the hours or more depending on your needs.

    Note that the output results are put into a file with a name describing the test tool, workload and other useful information such as date and time. You may also want to specify a different directory where output files are placed.

    diskspd.exe -c300G -o160 -t160 -b4K -w0 -W30 -d300 -h -fr  N:iobw.tst -L  > DiskSPD_300G_4KRan100Read_160x160_072416_8AM.txt
diskspd.exe -c300G -o160 -t160 -b4K -w30 -W30 -d300 -h -fr  N:iobw.tst -L  > DiskSPD_300G_4KRan70Read_160x160_072416_8AM.txt
diskspd.exe -c300G -o160 -t160 -b4K -w100 -W30 -d300 -h -fr  N:iobw.tst -L  > DiskSPD_300G_4KRan0Read_160x160_072416_8AM.txt
diskspd.exe -c300G -o160 -t160 -b8K -w0 -W30 -d300 -h -fr  N:iobw.tst -L  > DiskSPD_300G_8KRan100Read_160x160_072416_8AM.txt
diskspd.exe -c300G -o160 -t160 -b8K -w30 -W30 -d300 -h -fr  N:iobw.tst -L  > DiskSPD_300G_8KRan70Read_160x160_072416_8AM.txt
diskspd.exe -c300G -o160 -t160 -b8K -w100 -W30 -d300 -h -fr  N:iobw.tst -L  > DiskSPD_300G_8KRan0Read_160x160_072416_8AM.txt

    The following Diskspd tests use similar settings as above, however instead of random, sequential is specified, threads and outstanding I/Os are reduced while I/O size is set to 1MB, then 8KB, with 100% read and 100% write scenarios. The -t specifies the number of threads and -o number of outstanding I/Os per thread.

    diskspd.exe -c300G -o32 -t132 -b1M -w0 -W30 -d300 -h -si  N:iobw.tst -L  > DiskSPD_300G_1MSeq100Read_32x32_072416_8AM.txt
diskspd.exe -c300G -o32 -t132 -b1M -w100 -W30 -d300 -h -si  N:iobw.tst -L  > DiskSPD_300G_1MSeq0Read_32x32_072416_8AM.txt
diskspd.exe -c300G -o160 -t160 -b8K -w0 -W30 -d300 -h -si  N:iobw.tst -L  > DiskSPD_300G_8KSeq100Read_32x32_072416_8AM.txt
diskspd.exe -c300G -o160 -t160 -b8K -w100 -W30 -d300 -h -si  N:iobw.tst -L  > DiskSPD_300G_8KSeq0Read_32x32_072416_8AM.txt

    Fio.exe workloads

    Next are the fio workloads similar to those run using Diskspd except the sequential scenarios are skipped.

    fio --filename=N\:\iobw.tst --filesize=300000M --direct=1  --rw=randrw --refill_buffers --norandommap --randrepeat=0 --ioengine=windowsaio  --ba=4k --bs=4k --rwmixread=100 --iodepth=32 --numjobs=5 --exitall --time_based  --ramp_time=30 --runtime=300 --group_reporting --name=xxx  --output=FIO_300000M_4KRan100Read_5x32_072416_8AM.txt
fio --filename=N\:\iobw.tst --filesize=300000M --direct=1  --rw=randrw --refill_buffers --norandommap --randrepeat=0 --ioengine=windowsaio  --ba=4k --bs=4k --rwmixread=70 --iodepth=32 --numjobs=5 --exitall --time_based  --ramp_time=30 --runtime=300 --group_reporting --name=xxx  --output=FIO_300000M_4KRan70Read_5x32_072416_8AM.txt
fio --filename=N\:\iobw.tst --filesize=300000M --direct=1  --rw=randrw --refill_buffers --norandommap --randrepeat=0 --ioengine=windowsaio  --ba=4k --bs=4k --rwmixread=0 --iodepth=32 --numjobs=5 --exitall --time_based  --ramp_time=30 --runtime=300 --group_reporting --name=xxx  --output=FIO_300000M_4KRan0Read_5x32_072416_8AM.txt
fio --filename=N\:\iobw.tst --filesize=300000M --direct=1  --rw=randrw --refill_buffers --norandommap --randrepeat=0 --ioengine=windowsaio  --ba=8k --bs=8k --rwmixread=100 --iodepth=32 --numjobs=5 --exitall --time_based  --ramp_time=30 --runtime=300 --group_reporting --name=xxx  --output=FIO_300000M_8KRan100Read_5x32_072416_8AM.txt
fio --filename=N\:\iobw.tst --filesize=300000M --direct=1  --rw=randrw --refill_buffers --norandommap --randrepeat=0 --ioengine=windowsaio  --ba=8k --bs=8k --rwmixread=70 --iodepth=32 --numjobs=5 --exitall --time_based  --ramp_time=30 --runtime=300 --group_reporting --name=xxx  --output=FIO_300000M_8KRan70Read_5x32_072416_8AM.txt
fio --filename=N\:\iobw.tst --filesize=300000M --direct=1  --rw=randrw --refill_buffers --norandommap --randrepeat=0 --ioengine=windowsaio  --ba=8k --bs=8k --rwmixread=0 --iodepth=32 --numjobs=5 --exitall --time_based  --ramp_time=30 --runtime=300 --group_reporting --name=xxx  --output=FIO_300000M_8KRan0Read_5x32_072416_8AM.txt

    Vdbench workloads

    Next are the Vdbench workloads similar to those used with the Microsoft Diskspd scenarios. In addition to making sure Vdbench is installed and working, you will need to create a text file called seqrxx.txt containing the following:

    hd=localhost,jvms=!jvmn
    
sd=sd1,lun=!drivename,openflags=directio,size=!dsize
    
wd=mix,sd=sd1
    
rd=!jobname,wd=mix,elapsed=!etime,interval=!itime,iorate=max,forthreads=(!tthreads),forxfersize=(!worktbd),forseekpct=(!workseek),forrdpct=(!workread),openflags=directio

    The following are the commands that call the Vdbench script file. Note Vdbench puts output files (yes, plural there are many results) in a output folder.

    vdbench -f seqrxx.txt dsize=300G  tthreads=160 jvmn=64 worktbd=4k workseek=100 workread=100 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o  vdbench_NNVMe_300GB_64JVM_160TH_4K100Ran100Read_0726166AM
vdbench -f seqrxx.txt dsize=300G  tthreads=160 jvmn=64 worktbd=4k workseek=100 workread=70 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_160TH_4K100Ran70Read_072416_8AM
vdbench -f seqrxx.txt dsize=300G  tthreads=160 jvmn=64 worktbd=4k workseek=100 workread=0 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_160TH_4K100Ran0Read_072416_8AM
vdbench -f seqrxx.txt dsize=300G  tthreads=160 jvmn=64 worktbd=8k workseek=100 workread=100 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_160TH_8K100Ran100Read_072416_8AM
vdbench -f seqrxx.txt dsize=300G  tthreads=160 jvmn=64 worktbd=8k workseek=100 workread=70 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_160TH_8K100Ran70Read_072416_8AM
vdbench -f seqrxx.txt dsize=300G  tthreads=160 jvmn=64 worktbd=8k workseek=100 workread=0 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_160TH_8K100Seq0Read_072416_8AM
vdbench -f seqrxx.txt dsize=300G  tthreads=160 jvmn=64 worktbd=8k workseek=0 workread=100 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_160TH_8K100Seq100Read_072416_8AM
vdbench -f seqrxx.txt dsize=300G  tthreads=160 jvmn=64 worktbd=8k workseek=0 workread=70 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_160TH_8K100Seq70Read_072416_8AM
vdbench -f seqrxx.txt dsize=300G  tthreads=160 jvmn=64 worktbd=8k workseek=0 workread=0 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_160TH_8K100Seq0Read_072416_8AM
vdbench -f seqrxx.txt dsize=300G  tthreads=32 jvmn=64 worktbd=1M workseek=0 workread=100 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_32TH_1M100Seq100Read_072416_8AM
vdbench -f seqrxx.txt dsize=300G  tthreads=32 jvmn=64 worktbd=1M workseek=0 workread=0 jobname=NVME etime=300 itime=30 drivename="\\.\N:\iobw.tst" -o vdbench_NNVMe_300GB_64JVM_32TH_1M100Seq0Read_072416_8AM

    Iometer workloads

    Last however not least, lets do an Iometer run. The following command calls an Iometer input file (icf) that you can find here. In that file you will need to make a few changes including the name of the server where Iometer is running, description and device under test address. For example in the icf file change SIOSERVER to the name of the server where you will be running Iometer from. Also change the address for the DUT, for example N: to what ever address, drive, mount point you are using. Also update the description accordingly (e.g. "NVME" to "Your test example".

    Here is the command line to run Iometer specifying an icf and where to put the results in a CSV file that can be imported into Excel or other tools.

    iometer /c  iometer_5work32q_intel_Profile.icf /r iometer_nvmetest_5work32q_072416_8AM.csv

    server storage I/O SCM NVM SSD performance

    What About The Results?

    For context, the following results were run on a Lenovo TS140 (32GB RAM), single socket quad core (3.2GHz) Intel E3-1225 v3 with an Intel NVMe 750 PCIe AiC (Intel SSDPEDMW40). Out of the box Microsoft Windows NVMe drive and controller drivers were used (e.g. 6.3.9600.18203 and 6.3.9600.16421). Operating system is Windows 2012 R2 (bare metal) with NVMe PCIe card formatted with ReFS file system. Workload generator and benchmark driver tools included Microsoft Diskspd version 2.012, Fio.exe version 2.2.3, Vdbench 50403 and Iometer 1.1.0. Note that there are newer versions of the various workload generation tools.

    Example results are located here.

    Where To Learn More

    Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    Remember, everything is not the same in the data center or with data infrastructures that support different applications.

    While some tools are more robust or better than others for different things, ultimately its usually not the tool that results in a bad benchmark or comparison, its the configuration or lack of including workload settings that are not relevant or applicable. The best benchmark, workload or simulation is your own application. Second best is one that closely resembles your application workload characteristics. A bad benchmark is one that has no relevance to your environment, application use scenario. Take and treat all benchmark or workload simulation results with a grain of salt as something to compare, contrast or make reference to in the proper context.

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.

    Posted on

    EMCworld 2016 Getting Started on Dell EMC announcements

    EMCworld 2016 Getting Started on Dell EMC announcements

    server storage I/O trends

    It’s the first morning of EMCworld 2016 here in Las Vegas with some items already announced today, and more in the wings. One of the underlying themes and discussions besides what’s new or who’s doing what, is that this is for all practical purpose the last EMCworld with the upcoming Dell acquisition. What’s not clear is will there be a renamed and repackaged Dell/EMCworld?

    With current EMC President Jeremy Burton who used to be the Chief Marketing Officer (CMO) at EMC slated to become the CMO across all of Dell, my bet is that there will be some type of new event picking up and moving to a new level of where EMCworld and Dellworld have been. More on the future of EMC and Dell in future posts, however for now, lets see what has unfolded so far today.

    Today’s EMCworld theme is modernize the data center which means a mix of hardware, software and services announcements spanning physical, virtual, cloud among others (e.g. how do you want your servers, storage and data infrastructure wrapped). While the themes are still EMC as the Dell acquisition has yet to be completed, however there is a Dell presence, including Michael Dell here in person (more on Dell later).

    The first wave of announcements include:

    • Unity All Flash Array (AFA) for small, entry-level environments
    • EMC Enterprise Copy Data Management software tools portfolio
    • ViPR Version 3.0 Controller
    • Virtustream global hyper-scale Storage Cloud for data protection and cloud native object
    • MyService360

    • Datadomain virtual edition and long-term archive

    What About The Dell Deal

    Michael Dell who is here at EMCworld announced on the main stage that Dell Technologies will be the name of the families of business.

    This family of business includes the joint Dell, EMC, VMware, Pivotal, Secureworks, RSA and Virtustream. The Dell client focused business will be called Dell leveraging

    that Brand, while the new joint Dell and EMC enterprise business will be called Dell EMC leveraging both of those brands. As a reminder, the Dell servers business unit will be moving into the existing EMC business as part of the enterprise business unit.

    Lets move onto the technology announcements from today.

    Unity AFA (and Hybrid)

    The new Unity all flash array (AFA) is a dual controller storage system optimized for Nonvolatile Memory (NVM) flash SSD, with unified (block and file) access. EMC is positioning Unity as an entry-level AFA starting around $18K USD for a 2U solutions (much capacity that includes is not yet known, more on that in a future post). As well as having a low entry cost, EMC is positioning Unity for a broad, mass market, volume distribution that can be leveraged by their partners, including Dell. More on Unity in future posts. While Unity is new and modern, it comes from the same group who has created the VNXe leveraging that knowledge and skills base.

    Note that Unity is positioned for small, mid-sized, remote office branch office (ROBO), departmental and specialized AFA situations, where EMC NVMe based DSSD D5 is positioned for higher-end shared direct attached server flash, while XtremIO and VMAX also positioned for higher-end, higher performance and workload consolidation scenarios.

    • Simple, flexible, easy to use in a 2U packaging that scale up to 80TB of NVM flash SSD storage
    • Scalable up to 3PB of storage for larger expanded configurations
    • Affordable ($18K USD starting price, $10K entry-level hybrid)
    • Modern AFA storage for entry, small, mid-sized, workgroup, departments and specialized environments
    • Unified file, block, and VMware VVOL support for storage access
    • Also available in hybrid, as well as software defined virtual and converged configurations
    • Higher performance (EMC indicates 300,000 IOPs) for given entry-level systems
    • Available in all-flash array, hybrid array, software-defined and converged configurations
    • Native controller based encryption with synchronous and asynchronous replication
    • VMware VASA 2.0, VAAI, VVols and VMware integration
    • Tight integration with EMC Data Protection portfolio tools

    Read more about Unity here.

    Copy Data Management

    Enterprise Copy Data Management (eCDM) spans data copies from data protection including backup, BC, DR as well as for operational, analytics, test, dev, devops among other uses. Another term is Enterprise Copy Data Analytics (eCDA) which includes monitoring and management along with insight, awareness and of course analytics. These new offerings and initiatives tie together various capabilities across storage platforms and software defined storage management. Watch for more activity in and around eCDM and general copy data management. Read more here.

    ViPR Controller 3.0

    ViPR controller enhancements build on previous announcements, include automation as well as fail over with native replication to a standby ViPR controller. Note that there can actually be two standby controllers that are synchronized asynchronous with software built-in to ViPR. This means that there is no need for RecoverPoint or other products to do the replication of the ViPR controllers. To be clear, this is for high availability of the ViPR controllers themselves and not a replacement for HA or replication of upper layer applications, storage servers or underlying storage services. Also note that ViPR is available via open source (CoprHD via Github here). Read more here.

    MyService360

    MyService360 is a cloud based dashboard and data infrastructure monitoring management platform. Read more here.

    Virtustream Storage Cloud

    Viutustream cloud services and software tools compliments EMC (and others) storage systems as back-end for cool, cold or other bulk data storage needs. Focus is to sell primary storage to customers, then leverage back-end public cloud services for backup, archive, copy data management and other applications. This also means that the Virtustream storage cloud is not just for data protection such as archiving, backup, BC, DR it’s also for other big fast data including cloud and object native applications. Does this mean Virtustream is an alternative to other cloud and object storage services such as AWS S3, Google GCS among others? Yup. Read more here.

    Where To Learn More

    • Session Streaming For video of keynotes, general sessions, backstage sessions, and EMC TV coverage, click here
    • Social: Follow @EMCWorld,  @EMCCorp, @EMC_News and @EMCStorage, and join conversations with  #EMCWORLD, and like EMC on Facebook
    • Photos: Access event photos via  Flickr and EMC Pulse Blog or visit the special EMC World News microsite here
    • Reflections: Read Core Technologies President, Guy Churchward’s Reflections post on today’s announcements here
    • Visit the EMC Store, the EMC Community Network Site and The Core Blog

    What This All Means

    With the announcement of Unity and impending Dell deal, some of you might (or should) have a Dejavu moment of over a decade or so ago when Dell and EMC entered into OEM agreement around the then Clariion mid range storage arrays (e.g. predecessors of VNX and VNXe). Unity is being designed as a high performance, easy to use, flexible, scalable, cost-effective storage solutions for a broad high-volume sales and distribution channel market.

    What does Unity mean for EMC VNX and VNXe as well as XtremIO? Unity will position near where the VNXe has been positioned, along with some of the competing solutions from Dell among others. There might be some overlap with other EMC solutions, however if executed properly, Unity should open up some new markets, perhaps at the hands of some of the newer popular startups that only offer AFA vs. hybrids. Likewise I would expect Unity to appear in future converged solutions such as those via the EMC Converged business unit (e.g. VCE).

    Even with the upcoming Dell acquisition and integration, EMC continues to evolve and innovate in many areas.

    Watch for more announcements later today and throughout the week

    Ok, nuff said

    Cheers
    Gs

    Greg Schulz – Author Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press) and Resilient Storage Networks (Elsevier)
    twitter @storageio

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2023 Server StorageIO(R) and UnlimitedIO All Rights Reserved

    Posted on

    Which Enterprise HDD for Content Server Platform

    Which Enterprise HDD to use for a Content Server Platform

    data infrastructure HDD server storage I/O trends

    Updated 1/23/2018

    Which enterprise HDD to use with a content server platform?

    Insight for effective server storage I/O decision making
    Server StorageIO Lab Review

    Which enterprise HDD to use for content servers

    This post is the first in a multi-part series based on a white paper hands-on lab report I did compliments of Equus Computer Systems and Seagate that you can read in PDF form here. The focus is looking at the Equus Computer Systems (www.equuscs.com) converged Content Solution platforms with Seagate Enterprise Hard Disk Drive (HDD’s). I was given the opportunity to do some hands-on testing running different application workloads with a 2U content solution platform along with various Seagate Enterprise 2.5” HDD’s handle different application workloads. This includes Seagate’s Enterprise Performance HDD’s with the enhanced caching feature.

    Issues And Challenges

    Even though Non-Volatile Memory (NVM) including NAND flash solid state devices (SSDs) have become popular storage for use internal as well as external to servers, there remains the need for HDD’s Like many of you who need to make informed server, storage, I/O hardware, software and configuration selection decisions, time is often in short supply.

    A common industry trend is to use SSD and HDD based storage mediums together in hybrid configurations. Another industry trend is that HDD’s continue to be enhanced with larger space capacity in the same or smaller footprint, as well as with performance improvements. Thus, a common challenge is what type of HDD to use for various content and application workloads balancing performance, availability, capacity and economics.

    Content Applications and Servers

    Fast Content Needs Fast Solutions

    An industry and customer trend are that information and data are getting larger, living longer, as well as there is more of it. This ties to the fundamental theme that applications and their underlying hardware platforms exist to process, move, protect, preserve and serve information.

    Content solutions span from video (4K, HD, SD and legacy streaming video, pre-/post-production, and editing), audio, imaging (photo, seismic, energy, healthcare, etc.) to security surveillance (including Intelligent Video Surveillance [ISV] as well as Intelligence Surveillance and Reconnaissance [ISR]). In addition to big fast data, other content solution applications include content distribution network (CDN) and caching, network function virtualization (NFV) and software-defined network (SDN), to cloud and other rich unstructured big fast media data, analytics along with little data (e.g. SQL and NoSQL database, key-value stores, repositories and meta-data) among others.

    Content Solutions And HDD Opportunities

    A common theme with content solutions is that they get defined with some amount of hardware (compute, memory and storage, I/O networking connectivity) as well as some type of content software. Fast content applications need fast software, multi-core processors (compute), large memory (DRAM, NAND flash, SSD and HDD’s) along with fast server storage I/O network connectivity. Content-based applications benefit from having frequently accessed data as close as possible to the application (e.g. locality of reference).

    Content solution and application servers need flexibility regarding compute options (number of sockets, cores, threads), main memory (DRAM DIMMs), PCIe expansion slots, storage slots and other connectivity. An industry trend is leveraging platforms with multi-socket processors, dozens of cores and threads (e.g. logical processors) to support parallel or high-concurrent content applications. These servers have large amounts of local storage space capacity (NAND flash SSD and HDD) and associated I/O performance (PCIe, NVMe, 40 GbE, 10 GbE, 12 Gbps SAS etc.) in addition to using external shared storage (local and cloud).

    Where To Learn More

    Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    Fast content applications need fast content and flexible content solution platforms such as those from Equus Computer Systems and HDD’s from Seagate. Key to a successful content application deployment is having the flexibility to hardware define and software defined the platform to meet your needs. Just as there are many different types of content applications along with diverse environments, content solution platforms need to be flexible, scalable and robust, not to mention cost effective.

    Continue reading part two of this multi-part series here where we look at how and what to test as well as project planning.

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.

    Posted on

    Part 4 – Which HDD for Content Applications – Database Workloads

    Part 4 – Which HDD for Content Applications – Database Workloads

    data base server storage I/O trends

    Updated 1/23/2018
    Which enterprise HDD to use with a content server platform for database workloads

    Insight for effective server storage I/O decision making
    Server StorageIO Lab Review

    Which enterprise HDD to use for content servers

    This is the fourth in a multi-part series (read part three here) based on a white paper hands-on lab report I did compliments of Servers Direct and Seagate that you can read in PDF form here. The focus is looking at the Servers Direct (www.serversdirect.com) converged Content Solution platforms with Seagate Enterprise Hard Disk Drive (HDD’s). In this post the focus expands to database application workloads that were run to test various HDD’s.

    Database Reads/Writes

    Transaction Processing Council (TPC) TPC-C like workloads were run against the SUT from the STI. These workloads simulated transactional, content management, meta-data and key-value processing. Microsoft SQL Server 2012 was configured and used with databases (each 470GB e.g. scale 6000) created and workload generated by virtual users via Dell Benchmark Factory (running on STI Windows 2012 R2).

    A single SQL Server database instance (8) was used on the SUT, however unique databases were created for each HDD set being tested. Both the main database file (.mdf) and the log file (.ldf) were placed on the same drive set being tested, keep in mind the constraints mentioned above. As time was a constraint, database workloads were run concurrent (9) with each other except for the Enterprise 10K RAID 1 and RAID 10. Workload was run with two 10K HDD’s in a RAID 1 configuration, then another workload run with a four drive RAID 10. In a production environment, ideally the .mdf and .ldf would be placed on separate HDD’s and SSDs.

    To improve cache buffering the SQL Server database instance memory could be increased from 16GB to a larger number that would yield higher TPS numbers. Keep in mind the objective was not to see how fast I could make the databases run, rather how the different drives handled the workload.

    (Note 8) The SQL Server Tempdb was placed on a separate NVMe flash SSD, also the database instance memory size was set to 16GB which was shared by all databases and virtual users accessing it.

    (Note 9) Each user step was run for 90 minutes with a 30 minute warm-up preamble to measure steady-state operation.

    Users

    TPCC Like TPS

    Single Drive Cost per TPS

    Drive Cost per TPS

    Single Drive Cost / Per GB Raw Cap.

    Cost / Per GB Usable (Protected) Cap.

    Drive Cost (Multiple Drives)

    Protect
    Space Over head

    Cost per usable GB per TPS

    Resp. Time (Sec.)

    ENT 15K R1

    1

    23.9

    $24.94

    $49.89

    $0.99

    $0.99

    $1,190

    100%

    $49.89

    0.01

    ENT 10K R1

    1

    23.4

    $37.38

    $74.77

    $0.49

    $0.49

    $1,750

    100%

    $74.77

    0.01

    ENT CAP R1

    1

    16.4

    $24.26

    $48.52

    $0.20

    $0.20

    $ 798

    100%

    $48.52

    0.03

    ENT 10K R10

    1

    23.2

    $37.70

    $150.78

    $0.49

    $0.97

    $3,500

    100%

    $150.78

    0.07

    ENT CAP SWR5

    1

    17.0

    $23.45

    $117.24

    $0.20

    $0.25

    $1,995

    20%

    $117.24

    0.02

    ENT 15K R1

    20

    362.3

    $1.64

    $3.28

    $0.99

    $0.99

    $1,190

    100%

    $3.28

    0.02

    ENT 10K R1

    20

    339.3

    $2.58

    $5.16

    $0.49

    $0.49

    $1,750

    100%

    $5.16

    0.01

    ENT CAP R1

    20

    213.4

    $1.87

    $3.74

    $0.20

    $0.20

    $ 798

    100%

    $3.74

    0.06

    ENT 10K R10

    20

    389.0

    $2.25

    $9.00

    $0.49

    $0.97

    $3,500

    100%

    $9.00

    0.02

    ENT CAP SWR5

    20

    216.8

    $1.84

    $9.20

    $0.20

    $0.25

    $1,995

    20%

    $9.20

    0.06

    ENT 15K R1

    50

    417.3

    $1.43

    $2.85

    $0.99

    $0.99

    $1,190

    100%

    $2.85

    0.08

    ENT 10K R1

    50

    385.8

    $2.27

    $4.54

    $0.49

    $0.49

    $1,750

    100%

    $4.54

    0.09

    ENT CAP R1

    50

    103.5

    $3.85

    $7.71

    $0.20

    $0.20

    $ 798

    100%

    $7.71

    0.45

    ENT 10K R10

    50

    778.3

    $1.12

    $4.50

    $0.49

    $0.97

    $3,500

    100%

    $4.50

    0.03

    ENT CAP SWR5

    50

    109.3

    $3.65

    $18.26

    $0.20

    $0.25

    $1,995

    20%

    $18.26

    0.42

    ENT 15K R1

    100

    190.7

    $3.12

    $6.24

    $0.99

    $0.99

    $1,190

    100%

    $6.24

    0.49

    ENT 10K R1

    100

    175.9

    $4.98

    $9.95

    $0.49

    $0.49

    $1,750

    100%

    $9.95

    0.53

    ENT CAP R1

    100

    59.1

    $6.76

    $13.51

    $0.20

    $0.20

    $ 798

    100%

    $13.51

    1.66

    ENT 10K R10

    100

    560.6

    $1.56

    $6.24

    $0.49

    $0.97

    $3,500

    100%

    $6.24

    0.14

    ENT CAP SWR5

    100

    62.2

    $6.42

    $32.10

    $0.20

    $0.25

    $1,995

    20%

    $32.10

    1.57

    Table-2 TPC-C workload results various number of users across different drive configurations

    Figure-2 shows TPC-C TPS (red dashed line) workload scaling over various number of users (1, 20, 50, and 100) with peak TPS per drive shown. Also shown is the used space capacity (in green), with total raw storage capacity in blue cross hatch. Looking at the multiple metrics in context shows that the 600GB Enterprise 15K HDD with performance enhanced cache is a premium option as an alternative, or, to complement flash SSD solutions.

    database TPCC transactional workloads
    Figure-2 472GB Database TPS scaling along with cost per TPS and storage space used

    In figure-2, the 1.8TB Enterprise 10K HDD with performance enhanced cache while not as fast as the 15K, provides a good balance of performance, space capacity and cost effectiveness. A good use for the 10K drives is where some amount of performance is needed as well as a large amount of storage space for less frequently accessed content.

    A low cost, low performance option would be the 2TB Enterprise Capacity HDD’s that have a good cost per capacity, however lack the performance of the 15K and 10K drives with enhanced performance cache. A four drive RAID 10 along with a five drive software volume (Microsoft WIndows) are also shown. For apples to apples comparison look at costs vs. capacity including number of drives needed for a given level of performance.

    Figure-3 is a variation of figure-2 showing TPC-C TPS (blue bar) and response time (red-dashed line) scaling across 1, 20, 50 and 100 users. Once again the Enterprise 15K with enhanced performance cache feature enabled has good performance in an apples to apples RAID 1 comparison.

    Note that the best performance was with the four drive RAID 10 using 10K HDD’s Given popularity, a four drive RAID 10 configuration with the 10K drives was used. Not surprising the four 10K drives performed better than the RAID 1 15Ks. Also note using five drives in a software spanned volume provides a large amount of storage capacity and good performance however with a larger drive footprint.

    database TPCC transactional workloads scaling
    Figure-3 472GB Database TPS scaling along with response time (latency)

    From a cost per space capacity perspective, the Enterprise Capacity drives have a good cost per GB. A hybrid solution for environment that do not need ultra-high performance would be to pair a small amount of flash SSD (10) (drives or PCIe cards), as well as the 10K and 15K performance enhanced drives with the Enterprise Capacity HDD (11) along with cache or tiering software.

    (Note 10) Refer to Seagate 1200 12 Gbps Enterprise SAS SSD StorageIO lab review

    (Note 11) Refer to Enterprise SSHD and Flash SSD Part of an Enterprise Tiered Storage Strategy

    Where To Learn More

    Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    If your environment is using applications that rely on databases, then test resources such as servers, storage, devices using tools that represent your environment. This means moving up the software and technology stack from basic storage I/O benchmark or workload generator tools such as Iometer among others instead using either your own application, or tools that can replay or generate various workloads that represent your environment.

    Continue reading part five in this multi-part series here where the focus shifts to large and small file I/O processing workloads.

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.

    Posted on

    Which Enterprise HDD for Content Applications Different File Size Impact

    Which HDD for Content Applications Different File Size Impact

    Different File Size Impact server storage I/O trends

    Updated 1/23/2018

    Which enterprise HDD to use with a content server platform different file size impact.

    Insight for effective server storage I/O decision making
    Server StorageIO Lab Review

    Which enterprise HDD to use for content servers

    This is the fifth in a multi-part series (read part four here) based on a white paper hands-on lab report I did compliments of Servers Direct and Seagate that you can read in PDF form here. The focus is looking at the Servers Direct (www.serversdirect.com) converged Content Solution platforms with Seagate Enterprise Hard Disk Drive (HDD’s). In this post the focus looks at large and small file I/O processing.

    File Performance Activity

    Tip, Content solutions use files in various ways. Use the following to gain perspective how various HDD’s handle workloads similar to your specific needs.

    Two separate file processing workloads were run (12), one with a relative small number of large files, and another with a large number of small files. For the large file processing (table-3), 5 GByte sized files were created and then accessed via 128 Kbyte (128KB) sized I/O over a 10 hour period with 90% read using 64 threads (workers). Large file workload simulates what might be seen with higher definition video, image or other content streaming.

    (Note 12) File processing workloads were run using Vdbench 5.04 and file anchors with sample script configuration below. Instead of vdbench you could also use other tools such as sysbench or fio among others.

    VdbenchFSBigTest.txt
    # Sample script for big files testing
    fsd=fsd1,anchor=H:,depth=1,width=5,files=20,size=5G
    fwd=fwd1,fsd=fsd1,rdpct=90,xfersize=128k,fileselect=random,fileio=random,threads=64
    rd=rd1,fwd=fwd1,fwdrate=max,format=yes,elapsed=10h,interval=30

    vdbench -f VdbenchFSBigTest.txt -m 16 -o Results_FSbig_H_060615

    VdbenchFSSmallTest.txt
    # Sample script for big files testing
    fsd=fsd1,anchor=H:,depth=1,width=64,files=25600,size=16k
    fwd=fwd1,fsd=fsd1,rdpct=90,xfersize=1k,fileselect=random,fileio=random,threads=64
    rd=rd1,fwd=fwd1,fwdrate=max,format=yes,elapsed=10h,interval=30

    vdbench -f VdbenchFSSmallTest.txt -m 16 -o Results_FSsmall_H_060615

    The 10% writes are intended to reflect some update activity for new content or other changes to content. Note that 128KB per second translates to roughly 1 Gbps streaming content such as higher definition video. However 4K video (not optimized) would require a higher speed as well as resulting in larger file sizes. Table-3 shows the performance during the large file access period showing average read /write rates and response time, bandwidth (MBps), average open and close rates with response time.

    Avg. File Read Rate

    Avg. Read Resp. Time
    Sec.

    Avg. File Write Rate

    Avg. Write Resp. Time
    Sec.

    Avg.
    CPU %
    Total

    Avg. CPU % System

    Avg. MBps
    Read

    Avg. MBps
    Write

    ENT 15K R1

    580.7

    107.9

    64.5

    19.7

    52.2

    35.5

    72.6

    8.1

    ENT 10K R1

    455.4

    135.5

    50.6

    44.6

    34.0

    22.7

    56.9

    6.3

    ENT CAP R1

    285.5

    221.9

    31.8

    19.0

    43.9

    28.3

    37.7

    4.0

    ENT 10K R10

    690.9

    87.21

    76.8

    48.6

    35.0

    21.8

    86.4

    9.6

    Table-3 Performance summary for large file access operations (90% read)

    Table-3 shows that for two-drive RAID 1, the Enterprise 15K are the fastest performance, however using a RAID 10 with four 10K HDD’s with enhanced cache features provide a good price, performance and space capacity option. Software RAID was used in this workload test.

    Figure-4 shows the relative performance of various HDD options handling large files, keep in mind that for the response line lower is better, while for the activity rate higher is better.

    large file processing
    Figure-4 Large file processing 90% read, 10% write rate and response time

    In figure-4 you can see the performance in terms of response time (reads larger dashed line, writes smaller dotted line) along with number of file read operations per second (reads solid blue column bar, writes green column bar). Reminder that lower response time, and higher activity rates are better. Performance declines moving from left to right, from 15K to 10K Enterprise Performance with enhanced cache feature to Enterprise Capacity (7.2K), all of which were hardware RAID 1. Also shown is a hardware RAID 10 (four x 10K HDD’s).

    Results in figure-4 above and table-4 below show how various drives can be configured to balance their performance, capacity and costs to meet different needs. Table-4 below shows an analysis looking at average file reads per second (RPS) performance vs. HDD costs, usable capacity and protection level.

    Table-4 is an example of looking at multiple metrics to make informed decisions as to which HDD would be best suited to your specific needs. For example RAID 10 using four 10K drives provides good performance and protection along with large usable space, however that also comes at a budget cost (e.g. price).

    Avg.
    File Reads Per Sec. (RPS)

    Single Drive Cost per RPS

    Multi-Drive Cost per RPS

    Single Drive Cost / Per GB Capacity

    Cost / Per GB Usable (Protected) Cap.

    Drive Cost (Multiple Drives)

    Protection Overhead (Space Capacity for RAID)

    Cost per usable GB per RPS

    Avg. File Read Resp. (Sec.)

    ENT 15K R1

    580.7

    $1.02

    $2.05

    $ 0.99

    $0.99

    $1,190

    100%

    $2.1

    107.9

    ENT 10K R1

    455.5

    1.92

    3.84

    0.49

    0.49

    1,750

    100%

    3.8

    135.5

    ENT CAP R1

    285.5

    1.40

    2.80

    0.20

    0.20

    798

    100%

    2.8

    271.9

    ENT 10K R10

    690.9

    1.27

    5.07

    0.49

    0.97

    3,500

    100%

    5.1

    87.2

    Table-4 Performance, capacity and cost analysis for big file processing

    Small File Size Processing

    To simulate a general file sharing environment, or content streaming with many smaller objects, 1,638,464 16KB sized files were created on each device being tested (table-5). These files were spread across 64 directories (25,600 files each) and accessed via 64 threads (workers) doing 90% reads with a 1KB I/O size over a ten hour time frame. Like the large file test, and database activity, all workloads were run at the same time (e.g. test devices were concurrently busy).

    Avg. File Read Rate

    Avg. Read Resp. Time
    Sec.

    Avg. File Write Rate

    Avg. Write Resp. Time
    Sec.

    Avg.
    CPU %
    Total

    Avg. CPU % System

    Avg. MBps
    Read

    Avg. MBps
    Write

    ENT 15K R1

    3,415.7

    1.5

    379.4

    132.2

    24.9

    19.5

    3.3

    0.4

    ENT 10K R1

    2,203.4

    2.9

    244.7

    172.8

    24.7

    19.3

    2.2

    0.2

    ENT CAP R1

    1,063.1

    12.7

    118.1

    303.3

    24.6

    19.2

    1.1

    0.1

    ENT 10K R10

    4,590.5

    0.7

    509.9

    101.7

    27.7

    22.1

    4.5

    0.5

    Table-5 Performance summary for small sized (16KB) file access operations (90% read)

    Figure-5 shows the relative performance of various HDD options handling large files, keep in mind that for the response line lower is better, while for the activity rate higher is better.

    small file processing
    Figure-5 Small file processing 90% read, 10% write rate and response time

    In figure-5 you can see the performance in terms of response time (reads larger dashed line, writes smaller dotted line) along with number of file read operations per second (reads solid blue column bar, writes green column bar). Reminder that lower response time, and higher activity rates are better. Performance declines moving from left to right, from 15K to 10K Enterprise Performance with enhanced cache feature to Enterprise Capacity (7.2K RPM), all of which were hardware RAID 1. Also shown is a hardware RAID 10 (four x 10K RPM HDD’s) that has higher performance and capacity along with costs (table-5).

    Results in figure-5 above and table-5 below show how various drives can be configured to balance their performance, capacity and costs to meet different needs. Table-6 below shows an analysis looking at average file reads per second (RPS) performance vs. HDD costs, usable capacity and protection level.

    Table-6 is an example of looking at multiple metrics to make informed decisions as to which HDD would be best suited to your specific needs. For example RAID 10 using four 10K drives provides good performance and protection along with large usable space, however that also comes at a budget cost (e.g. price).

    Avg.
    File Reads Per Sec. (RPS)

    Single Drive Cost per RPS

    Multi-Drive Cost per RPS

    Single Drive Cost / Per GB Capacity

    Cost / Per GB Usable (Protected) Cap.

    Drive Cost (Multiple Drives)

    Protection Overhead (Space Capacity for RAID)

    Cost per usable GB per RPS

    Avg. File Read Resp. (Sec.)

    ENT 15K R1

    3,415.7

    $0.17

    $0.35

    $0.99

    $0.99

    $1,190

    100%

    $0.35

    1.51

    ENT 10K R1

    2,203.4

    0.40

    0.79

    0.49

    0.49

    1,750

    100%

    0.79

    2.90

    ENT CAP R1

    1,063.1

    0.38

    0.75

    0.20

    0.20

    798

    100%

    0.75

    12.70

    ENT 10K R10

    4,590.5

    0.19

    0.76

    0.49

    0.97

    3,500

    100%

    0.76

    0.70

    Table-6 Performance, capacity and cost analysis for small file processing

    Looking at the small file processing analysis in table-5 shows that the 15K HDD’s on an apples to apples basis (e.g. same RAID level and number of drives) provide the best performance. However when also factoring in space capacity, performance, different RAID level or other protection schemes along with cost, there are other considerations. On the other hand the Enterprise Capacity 2TB HDD’s have a low cost per capacity, however do not have the performance of other options, assuming your applications need more performance.

    Thus the right HDD for one application may not be the best one for a different scenario as well as multiple metrics as shown in table-5 need to be included in an informed storage decision making process.

    Where To Learn More

    Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    File processing are common content applications tasks, some being small, others large or mixed as well as reads and writes. Even if your content environment is using object storage, chances are unless it is a new applications or a gateway exists, you may be using NAS or file based access. Thus the importance of if your applications are doing file based processing, either run your own applications or use tools that can simulate as close as possible to what your environment is doing.

    Continue reading part six in this multi-part series here where the focus is around general I/O including 8KB and 128KB sized IOPs along with associated metrics.

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.

    Posted on

    Which Enterprise HDD for Content Applications General I/O Performance

    Which HDD for Content Applications general I/O Performance

    hdd general i/o performance server storage I/O trends

    Updated 1/23/2018

    Which enterprise HDD to use with a content server platform general I/O performance Insight for effective server storage I/O decision making
    Server StorageIO Lab Review

    Which enterprise HDD to use for content servers

    This is the sixth in a multi-part series (read part five here) based on a white paper hands-on lab report I did compliments of Servers Direct and Seagate that you can read in PDF form here. The focus is looking at the Servers Direct (www.serversdirect.com) converged Content Solution platforms with Seagate Enterprise Hard Disk Drive (HDD’s). In this post the focus is around general I/O performance including 8KB and 128KB IOP sizes.

    General I/O Performance

    In addition to running database and file (large and small) processing workloads, Vdbench was also used to collect basic small (8KB) and large (128KB) sized I/O operations. This consisted of random and sequential reads as well as writes with the results shown below. In addition to using vdbench, other tools that could be used include Microsoft Diskspd, fio, iorate and iometer among many others.

    These workloads used Vdbench configured (13) to do direct I/O to a Windows file system mounted device using as much of the available disk space as possible. All workloads used 16 threads and were run concurrently similar to database and file processing tests.

    (Note 13) Sample vdbench configuration for general I/O, note different settings were used for various tests

    Table-7 shows workload results for 8KB random IOPs 75% reads and 75% writes including IOPs, bandwidth and response time.

     

    ENT 15K RAID1

    ENT 10K RAID1

    ENT CAP RAID1

    ENT 10K R10
    (4 Drives)

    ECAP SW RAID (5 Drives)

     

    75% Read

    25% Read

    75% Read

    25% Read

    75% Read

    25% Read

    75% Read

    25% Read

    75% Read

    25% Read

    I/O Rate (IOPs)

    597.11

    559.26

    514

    475

    285

    293

    979

    984

    491

    644

    MB/sec

    4.7

    4.4

    4.0

    3.7

    2.2

    2.3

    7.7

    7.7

    3.8

    5.0

    Resp. Time (Sec.)

    25.9

    27.6

    30.2

    32.7

    55.5

    53.7

    16.3

    16.3

    32.6

    24.8

    Table-7 8KB sized random IOPs workload results

    Figure-6 shows small (8KB) random I/O (75% read and 25% read) across different HDD configurations. Performance including activity rates (e.g. IOPs), bandwidth and response time for mixed reads / writes are shown. Note how response time increases with the Enterprise Capacity configurations vs. other performance optimized drives.

    general 8K random IO
    Figure-6 8KB random reads and write showing IOP activity, bandwidth and response time

    Table-8 below shows workload results for 8GB sized I/Os 100% sequential with 75% reads and 75% writes including IOPs, MB/sec and response time in seconds.

    ENT 15K RAID1

    ENT 10K RAID1

    ENT CAP RAID1

    ENT 10K R10
    (4 Drives)

    ECAP SW RAID (5 Drives)

    75% Read

    25% Read

    75% Read

    25% Read

    75% Read

    25% Read

    75% Read

    25% Read

    75% Read

    25% Read

    I/O Rate (IOPs)

    3,778

    3,414

    3,761

    3,986

    3,379

    1,274

    11,840

    8,368

    2,891

    1,146

    MB/sec

    29.5

    26.7

    29.4

    31.1

    26.4

    10.0

    92.5

    65.4

    22.6

    9.0

    Resp. Time (Sec.)

    2.2

    3.1

    2.3

    2.4

    2.7

    10.9

    1.3

    1.9

    5.5

    14.0

    Table-8 8KB sized sequential workload results

    Figure-7 shows small 8KB sequential mixed reads and writes (75% read and 75% write), while the Enterprise Capacity 2TB HDD has a large amount of space capacity, its performance in a RAID 1 vs. other similar configured drives is slower.

    8KB Sequential
    Figure-7 8KB sequential 75% reads and 75% write showing bandwidth activity

    Table-9 shows workload results for 100% sequential, 100% read and 100% write 128KB sized I/Os including IOPs, bandwidth and response time.

    ENT 15K RAID1

    ENT 10K RAID1

    ENT CAP RAID1

    ENT 10K R10
    (4 Drives)

    ECAP SW RAID (5 Drives)

    Read

    Write

    Read

    Write

    Read

    Write

    Read

    Write

    Read

    Write

    I/O Rate (IOPs)

    1,798

    1,771

    1,716

    1,688

    921

    912

    3,552

    3,486

    780

    721

    MB/sec

    224.7

    221.3

    214.5

    210.9

    115.2

    114.0

    444.0

    435.8

    97.4

    90.1

    Resp. Time (Sec.)

    8.9

    9.0

    9.3

    9.5

    17.4

    17.5

    4.5

    4.6

    19.3

    20.2

    Table-9 128KB sized sequential workload results

    Figure-8 shows sequential or streaming operations of larger I/O (100% read and 100% write) requests sizes (128KB) that would be found with large content applications. Figure-8 highlights the relationship between lower response time and increased IOPs as well as bandwidth.

    128K Sequential
    Figure-8 128KB sequential reads and write showing IOP activity, bandwidth and response time

    Where To Learn More

    Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    Some content applications are doing small random I/Os for database, key value stores or repositories as well as meta data processing while others are doing large sequential I/O. 128KB sized I/O may be large for your environment, on the other hand, with an increasing number of applications, file systems, software defined storage management tools among others, 1 to 10MB or even larger I/O sizes are becoming common. Key is selecting I/O sizes and read write as well as random sequential along with I/O or queue depths that align with your environment.

    Continue reading part seven the final post in this multi-part series here where the focus is around how HDD’s continue to evolve including performance beyond traditional RPM based execrations along with wrap up.

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.

    Posted on

    Where, How to use NVMe overview primer

    server storage I/O trends
    Updated 1/12/2018

    This is the fourth in a five-part miniseries providing a primer and overview of NVMe. View companion posts and more material at www.thenvmeplace.com.

    Where and how to use NVMe

    As mentioned and shown in the second post of this series, initially, NVMe is being deployed inside servers as “ back-end,” fast, low latency storage using PCIe Add-In-Cards (AIC) and flash drives. Similar to SAS NVM SSDs and HDDs that support dual-paths, NVMe has a primary path and an alternate path. If one path fails, traffic keeps flowing without causing slowdowns. This feature is an advantage to those already familiar with the dual-path capabilities of SAS, enabling them to design and configure resilient solutions.

    NVMe devices including NVM flash AIC flash will also find their way into storage systems and appliances as back-end storage, co-existing with SAS or SATA devices. Another emerging deployment configuration scenario is shared NVMe direct attached storage (DAS) with multiple server access via PCIe external storage with dual paths for resiliency.

    Even though NVMe is a new protocol, it leverages existing skill sets. Anyone familiar with SAS/SCSI and AHCI/SATA storage devices will need little or no training to carry out and manage NVMe. Since NVMe-enabled storage appears to a host server or storage appliance as an LUN or volume, existing Windows, Linux and other OS or hypervisors tools can be used. On Windows, such as,  other than going to the device manager to see what the device is and what controller it is attached to, it is no different from installing and using any other storage device. The experience on Linux is similar, particularly when using in-the-box drivers that ship with the OS. One minor Linux difference of note is that instead of seeing a /dev/sda device as an example, you might see a device name like /dev/nvme0n1 or /dev/nvme0n1p1 (with a partition).

    Keep in mind that NVMe like SAS can be used as a “back-end” access from servers (or storage systems) to a storage device or system. For example JBOD SSD drives (e.g. 8639), PCIe AiC or M.2 devices. NVMe can also like SAS be used as a “front-end” on storage systems or appliances in place of, or in addition to other access such as GbE based iSCSI, Fibre Channel, FCoE, InfiniBand, NAS or Object.

    What this means is that NVMe can be implemented in a storage system or appliance on both the “front-end” e.g. server or host side as well as on the “back-end” e.g. device or drive side that is like SAS. Another similarity to SAS is that NVMe dual-pathing of devices, permitting system architects to design resiliency into their solutions. When the primary path fails, access to the storage device can be maintained with failover so that fast I/O operations can continue when using SAS and NVMe.

    NVM connectivity options including NVMe
    Various NVM NAND flash SSD devices and their connectivity including NVMe, M2, SATA and 12 Gbps SAS are shown in figure 6.

    Various NVM SSD interfaces including NVMe and M2
    Figure 6 Various NVM flash SSDs (Via StorageIO Labs)

    Left in figure 6 is an NAND flash NVMe PCIe AiC, top center is a USB thumb drive that has been opened up showing an NAND die (chip), middle center is a mSATA card, bottom center is an M.2 card, next on the right is a 2.5” 6 Gbps SATA device, and far fright is a 12 Gbps SAS device. Note that an M.2 card can be either an SATA or NVMe device depending on its internal controller that determines which host or server protocol device driver to use.

    The role of PCIe has evolved over the years as has its performance and packaging form factors. Also, to add in card (AiC) slots, PCIe form factors also include M.2 small form factor that replaces legacy mini-PCIe cards. Another form factor is M.2 (aka Next Generation Form Factor or NGFF) that like other devices, can be an NVMe, or SATA device.

    NGFF also known as 8639 or possibly 8637 (figure 7) can be used to support SATA as well as NVMe depending on the card device installed and host server driver support. There are various M.2 NGFF form factors including 2230, 2242, 2260 and 2280. There are also M.2 to regular physical SATA converter or adapter cards that are available enabling M.2 devices to attach to legacy SAS/SATA RAID adapters or HBAs.

    NVMe 8637 and 8639 interface backplane slotsNVMe 8637 and 8639 interface
    Figure 7 PCIe NVMe 8639 Drive (Via StorageIO Labs)

    On the left of figure 7 is a view towards the backplane of a storage enclosure in a server that supports SAS, SATA, and NVMe (e.g. 8639). On the right of figure 7 is the connector end of an 8639 NVM SSD showing addition pin connectors compared to an SAS or SATA device. Those extra pins give PCIe x4 connectivity to the NVMe devices. The 8639 drive connectors enable a device such as an NVM, or NAND flash SSD to share a common physical storage enclosure with SAS and SATA devices, including optional dual-pathing.

    Where To Learn More

    View additional NVMe, SSD, NVM, SCM, Data Infrastructure and related topics via the following links.

    Additional learning experiences along with common questions (and answers), as well as tips can be found in Software Defined Data Infrastructure Essentials book.

    Software Defined Data Infrastructure Essentials Book SDDC

    What This All Means

    Be careful judging a device or component by its physical packaging or interface connection about what it is or is not. In figure 6.6 the device has SAS/SATA along with PCIe physical connections, yet it’s what’s inside (e.g. its controller) that determines if it is an SAS, SATA or NVMe enabled device. This also applies to HDDs and PCIe AiC devices, as well as I/O networking cards and adapters that may use common physical connectors, yet implement different protocols. For example, the SFF-8643 HD-Mini SAS internal connector is used for 12 Gbps SAS attachment as well as PCIe to devices such as 8630.

    Depending on the type of device inserted, access can be via NVMe over PCIe x4, SAS (12 Gbps or 6Gb) or SATA. 8639 connector based enclosures have a physical connection with their backplanes to the individual drive connectors, as well as to PCIe, SAS, and SATA cards or connectors on the server motherboard or via PCIe riser slots.

    While PCIe devices including AiC slot based, M.2 or 8639 can have common physical interfaces and lower level signaling, it’s the protocols, controllers, and drivers that determine how they get a software defined and used. Keep in mind that it’s not just the physical connector or interface that determines what a device is or how it is used, it’s also the protocol, command set, and controller and device drivers.

    Continue reading about NVMe with Part V (Where to learn more, what this all means) in this five-part series, or jump to Part I, Part II or Part III.

    Ok, nuff said, for now.

    Gs

    Greg Schulz – Microsoft MVP Cloud and Data Center Management, VMware vExpert 2010-2017 (vSAN and vCloud). Author of Software Defined Data Infrastructure Essentials (CRC Press), as well as Cloud and Virtual Data Storage Networking (CRC Press), The Green and Virtual Data Center (CRC Press), Resilient Storage Networks (Elsevier) and twitter @storageio. Courteous comments are welcome for consideration. First published on https://storageioblog.com any reproduction in whole, in part, with changes to content, without source attribution under title or without permission is forbidden.

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO. All Rights Reserved. StorageIO is a registered Trade Mark (TM) of Server StorageIO.