Tag: storage hypervisor

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VMware buys virsto, is it about storage hypervisors?

StorageIO Industry trends and perspectives image

Yesterday VMware announced that it is acquiring the IO performance optimization and acceleration software vendor Virsto for an undisclosed amount.

Some may know Virsto due to their latching and jumping onto the Storage Hypervisor bandwagon as part of storage virtualization and virtual storage. On the other hand, some may know Virsto for their software that plugs into server virtualization Hypervisor  such as VMware and Microsoft Hyper-V. Then there are all of those who either did not or still don’t know of Virsto or their solutions yet they need to learn about it.

Unlike virtual storage arrays (VSAa), or virtual storage appliances, or storage virtualization software that aggregates storage, the Virsto software address the IO performance aggravation caused by aggregation.

Keep in mind that the best IO is the IO that you do not have to do. The second best IO is the one that has the least impact and that is cost effective. A common approach, or preached best practice by some vendors server virtualization and virtual desktop infrastructures (VDI) that result in IO bottlenecks is to throw more SSD or HDD hardware at the problem.

server virtualization aggregation causing aggravation

Turns out that the problem with virtual machines (VMs) is not just aggregation (consolidation) causing aggravation, it’s also the mess of mixed applications and IO profiles. That is where IO optimization and acceleration tools come into play that are plugged into applications, file systems, operating systems, hypervisor’s or storage appliances.

In the case of Virsto (read more about their solution here), their technology plugs into the hypervisor  (e.g. VMware vSphere/ESX or Hyper-V) to group and optimize IO operations.

By using SSD as a persistent cache, tools such as Virsto can help make better use of underlying storage systems including HDD and SSD, while also removing the aggravation as a result of aggregation.

What will be interesting to watch is to see if VMware continues to support other hypervisor’s such as Microsoft Hyper-V or close the technology to VMware only.

It will also be interesting to see how VMware and their parent EMC can leverage Virsto technology to complement virtual SANs as well as VSAs and underlying hardware from VFcache to storage arrays with SSD and SSD appliances as opposed to compete with them.

With the Virsto technology now part of VMware, hopefully there will be less time on talking about storage hypervisor’s and more around server IO optimization and enablement to create broader awareness for the technology.

Congratulations to VMware (and EMC) along with Virsto.

Ok, nuff said.

Cheers gs

Greg Schulz – Author Cloud and Virtual Data Storage Networking (CRC Press, 2011), The Green and Virtual Data Center (CRC Press, 2009), and Resilient Storage Networks (Elsevier, 2004)

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Summary, EMC VMAX 10K, high-end storage systems stayin alive

StorageIO industry trends cloud, virtualization and big data

This is a follow-up companion post to the larger industry trends and perspectives series from earlier today (Part I, Part II and Part III) pertaining to today’s VMAX 10K enhancement and other announcements by EMC, and the industry myth of if large storage arrays or systems are dead.

The enhanced VMAX 10K scales from a couple of dozen up to 1,560 HDDs (or mix of HDD and SSDs). There can be a mix of 2.5 inch and 3.5 inch devices in different drive enclosures (DAE). There can be 25 SAS based 2.5 inch drives (HDD or SSD) in the 2U enclosure (see figure with cover panels removed), or 15 3.5 inch drives (HDD or SSD) in a 3U enclosure. As mentioned, there can be all 2.5 inch (including for vault drives) for up to 1,200 devices, all 3.5 inch drives for up to 960 devices, or a mix of 2.5 inch (2U DAE) and 3.5 inch (3U DAE) for a total of 1,560 drives.

Image of EMC 2U and 3U DAE for VMAX 10K via EMC
Image courtesy EMC

Note carefully in the figure (courtesy of EMC) that the 2U 2.5 inch DAE and 3U 3.5 inch DAE along with the VMAX 10K are actually mounted in a 3rd cabinet or rack that is part of today’s announcement.

Also note that the DAE’s are still EMC; however as part of today’s announcement, certain third-party cabinets or enclosures such as might be found in a collocation (colo) or other data center environment can be used instead of EMC cabinets.  The VMAX 10K can however like the VMAX 20K and 40K support external storage virtualized similar to what has been available from HDS (VSP/USP) and HP branded Hitachi equivalent storage, or using NetApp V-Series or IBM V7000 in a similar way.

As mentioned in one of the other posts, there are various software functionality bundles available. Note that SRDF is a separate license from the bundles to give customers options including RecoverPoint.

Check out the three post industry trends and perspectives posts here, here and here.

Ok, nuff said.

Cheers gs

Greg Schulz – Author Cloud and Virtual Data Storage Networking (CRC Press, 2011), The Green and Virtual Data Center (CRC Press, 2009), and Resilient Storage Networks (Elsevier, 2004)

twitter @storageio

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EMC VMAX 10K, looks like high-end storage systems are still alive (part III)

StorageIO industry trends cloud, virtualization and big data

This is the third in a multi-part series of posts (read first post here and second post here) looking at what else EMC announced today in addition to an enhanced VMAX 10K and dispelling the myth that large storage arrays are dead (or at least for now).

In addition to the VMAX 10K specific updates, EMC also announced the release of a new version of their Enginuity storage software (firmware, storage operating system). Enginuity is supported across all VMAX platforms and features the following:

  • Replication enhancements include TimeFinder clone refresh, restore and four site SRDF for the VMAX 10K, along with think or thin support. This capability enables functionality across VMAX 10K, 40K or 20K using synchronous or asynchronous and extends earlier 3 site to 4 site and mix modes. Note that larger VMAX systems had the extended replication feature support with VMAX 10K now on par with those. Note that the VMAX can be enhanced with VPLEX in front of storage systems (local or wide area, in region HA and out of region DR) and RecoverPoint behind the systems supporting bi-synchronous (two-way), synchronous and asynchronous data protection (CDP, replication, snapshots).
  • Unisphere for VMAX 1.5 manages DMX along with VMware VAAI UNMAP and space reclamation, block zero and hardware clone enhancements, IPV6, Microsoft Server 2012 support and VFCache 1.5.
  • Support for mix of 2.5 inch and 3.5 inch DAEs (disk array enclosures) along with new SAS drive support (high-performance and high-capacity, and various flash-based SSD or EFD).
  • The addition of a fourth dynamic tier within FAST for supporting third-party virtualized storage, along with compression of in-active, cold or stale data (manual or automatic) with 2 to 1 data footprint reduction (DFR) ratio. Note that EMC was one of early vendors to put compression into its storage systems on a block LUN basis in the CLARiiON (now VNX) along with NetApp and IBM (via their Storwize acquisition). The new fourth tier also means that third-party storage does not have to be the lowest tier in terms of performance or functionality.
  • Federated Tiered Storage (FTS) is now available on all EMC block storage systems including those with third-party storage attached in virtualization mode (e.g. VMAX). In addition to supporting tiering across its own products, and those of other vendors that have been virtualized when attached to a VMAX, ANSI T10 Data Integrity Field (DIF) is also supported. Read more about T10 DIF here, and here.
  • Front-end performance enhancements with host I/O limits (Quality of Service or QoS) for multi tenant and cloud environments to balance or prioritize IO across ports and users. This feature can balance based on thresholds for IOPS, bandwidth or both from the VMAX. Note that this feature is independent of any operating system based tool, utility, pathing driver or feature such as VMware DRS and Storage I/O control. Storage groups are created and mapped to specific host ports on the VMAX with the QoS performance thresholds applied to meet specific service level requirements or objectives.

For discussion (or entertainment) purpose, how about the question of if Enginuity qualifies or can be considered as a storage hypervisors (or storage virtualization or virtual storage)? After all, the VMAX is now capable of having third-party storage from other vendors attached to it, something that HDS has done for many years now. For those who feel a storage hypervisor, virtual storage or storage virtualization requires software running on Intel or other commodity based processors, guess what the VMAX uses for CPU processors (granted, you can’t simply download Enginuity software and run on a Dell, HP, IBM, Oracle or SuperMicro server).

I am guessing some of EMC competitors and their surrogates or others who like to play the storage hypervisor card game will be quick to tell you it is not based on various reasons or product comparisons, however you be the judge.

 

Back to the question of if, traditional high-end storage arrays are dead or dying (from part one in this series).

IMHO as mentioned not yet.

Granted like other technologies that have been declared dead or dying yet still in use (technology zombies), they continue to be enhanced, finding new customers, or existing customers using them in new ways, their roles are evolving, this still alive.

For some environments as has been the case over the past decade or so, there will be a continued migration from large legacy enterprise class storage systems to midrange or modular storage arrays with a mix of SSD and HDD. Thus, watch out for having a death grip not letting go of the past, while being careful about flying blind into the future. Do not be scared, be ready, do your homework with clouds, virtualization and traditional physical resources.

Likewise, there will be the continued migration for some from traditional mid-range class storage arrays to all flash-based appliances. Yet others will continue to leverage all the above in different roles aligned to where their specific features best serve the applications and needs of an organization.

In the case of high-end storage systems such as EMC VMAX (aka formerly known as DMX and Symmetrix before that) based on its Enginuity software, the hardware platforms will continue to evolve as will the software functionality. This means that these systems will evolve to handling more workloads, as well as moving into new environments from service providers to mid-range organizations where the systems were before out of their reach.

Smaller environments have grown larger as have their needs for storage systems while higher end solutions have scaled down to meet needs in different markets. What this means is a convergence of where smaller environments have bigger data storage needs and can afford the capabilities of scaled down or Right-sized storage systems such as the VMAX 10K.

Thus while some of the high-end systems may fade away faster than others, for those that continue to evolve being able to move into different adjacent markets or usage scenarios, they will be around for some time, at least in some environments.

Avoid confusing what is new and cool falling under industry adoption vs. what is productive and practical for customer deployment. Systems like the VMAX 10K are not for all environments or applications; however, for those who are open to exploring alternative solutions and approaches, it could open new opportunities.

If there is a high-end storage system platform (e.g. Enginuity) that continues to evolve, re-invent itself in terms of moving into or finding new uses and markets the EMC VMAX would be at or near the top of such list. For the other vendors of high-end storage system that are also evolving, you can have an Atta boy or Atta girl as well to make you feel better, loved and not left out or off of such list. ;)

Ok, nuff said for now.

Disclosure: EMC is not a StorageIO client; however, they have been in the past directly and via acquisitions that they have done. I am however a customer of EMC via my Iomega IX4 NAS (I never did get the IX2 that I supposedly won at EMCworld ;) ) that I bought on Amazon.com and indirectly via VMware products that I have, oh, and they did sent me a copy of the new book Human Face of Big Data (read more here).

Ok, nuff said (for now).

Cheers gs

Greg Schulz – Author Cloud and Virtual Data Storage Networking (CRC Press, 2011), The Green and Virtual Data Center (CRC Press, 2009), and Resilient Storage Networks (Elsevier, 2004)

twitter @storageio

All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO LLC All Rights Reserved

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Many faces of storage hypervisor, virtual storage or storage virtualization

StorageIO industry trends cloud, virtualization and big data

Storage hypervisors were a 2012 popular buzzword bingo topic with plenty of industry adoption and some customer deployment. Separating the hype around storage hypervisors reveals conversations around backup, restore, BC, DR and archiving.

backup, restore, BC, DR and archiving
Cloud and virtualization components

Storage virtualization along with virtual storage and storage hypervisors have a theme of abstracting underlying physical hardware resources like server virtualization. The abstraction can be for consolidation and aggregation, or for enabling agility, flexibility, emulation and other functionality.

backup, restore, BC, DR and archiving

Storage virtualization can be implemented in different locations, in many ways with various functionality and focus. For example the abstraction can occur on a server, in an virtual or physical appliance (e.g. tin wrapped software), in a network switch or router, as well as in a storage system. The focus can be for aggregation, or data protection (HA, BC, DR, backup, replication, snapshot) on a homogeneous (all one vendor) or mixed vendor basis (heterogeneous).

backup, restore, BC, DR and archiving

Here is a link to a guest post that I recently did over at The Virtualization Practice looking at storage hypervisors, virtual storage and storage virtualization. As is the case with virtual storage, storage virtualization, storage for virtual environments, depending on your views, spheres of influence, preferences among other factors what you call a storage hypervisor will probably vary.

Additional related material:

  • Are you using or considering implementation of a storage hypervisor?
  • Cloud, virtualization, storage and networking in an election year
  • EMC VPLEX: Virtual Storage Redefined or Respun?
  • Server and Storage Virtualization – Life beyond Consolidation
  • Should Everything Be Virtualized?
  • How many degrees separate you and your information?
  • Cloud and Virtual Data Storage Networking (CRC)
  • The Green and Virtual Data Center (CRC)
  • Resilient Storage Networks (Elsevier)
  • backup, restore, BC, DR and archiving

    • Btw, as a special offer for viewers, I have some copies of Resilient Storage Networking: Designing Flexible Scalable Data Infrastructures (Elsevier) available for $19.95, shipping and handling included. Send me an email or tweet (@storageio) to learn more and get your copy (Major credit cards and Pay pal accepted).

    Ok, nuff said (for now)

    Cheers gs

    Greg Schulz – Author Cloud and Virtual Data Storage Networking (CRC Press, 2011), The Green and Virtual Data Center (CRC Press, 2009), and Resilient Storage Networks (Elsevier, 2004)

    twitter @storageio

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2024 Server StorageIO and UnlimitedIO LLC All Rights Reserved

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    Industry trends and perspectives: SNW 2012 Rapping with Dave Raffo of SearchStorage

    Now also available via

    This is the seventh (here is the first, second, third, fourth, fifth and sixth) in a series of StorageIO industry trends and perspective audio blog and pod cast discussions from Storage Networking World (SNW) Fall 2012 in Santa Clara California.

    StorageIO industry trends cloud, virtualization and big data

    Given how at conference conversations tend to occur in the hallways, lobbies and bar areas of venues, what better place to have candid conversations with people from throughout the industry, some you know, some you will get to know better.

    In this episode, my co-host Bruce Rave aka Bruce Ravid of Ravid and Associates (twitter @brucerave) meets up Sr. News Director Dave Raffo of TechTarget and Search Storage in the SNW trade show expo hall. Our conversation covers past and present SNWs along with other industry conferences, industry trends, software defined buzzwords, Green Bay Packers smack and more.

    Click here (right-click to download MP3 file) or on the microphone image to listen to the conversation with Dave, Bruce and myself.

    StorageIO podcast

    Also available via

    Watch (and listen) for more StorageIO industry trends and perspectives audio blog posts pod casts from SNW and other upcoming events. Also be sure to heck out other related pod casts, videos, posts, tips and industry commentary at StorageIO.com and StorageIOblog.com.

    Enjoy listening to Rapping with Dave Raffo of Search Storage from the Fall SNW 2012 pod cast.

    Ok, nuff said.

    Cheers gs

    Greg Schulz – Author Cloud and Virtual Data Storage Networking (CRC Press, 2011), The Green and Virtual Data Center (CRC Press, 2009), and Resilient Storage Networks (Elsevier, 2004)

    twitter @storageio

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2012 StorageIO and UnlimitedIO All Rights Reserved

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    Is SSD dead? No, however some vendors might be

    Storage I/O trends

    Is SSD dead? No, however some vendors might be

    In a recent conversation with Dave Raffo about the nand flash solid state disk (SSD) market, we talked about industry trends, perspectives and where the market is now as well as headed. One of my comments is, has been and will remain that the industry has still not reached anywhere near full potential for deployment of SSD for enterprise, SMB and other data storage needs. Granted, there is broad adoption in terms of discussion or conversation and plenty of early adopters.

    SSD and in particular nand flash is anything but dead, in fact in the big broad picture of things, it is still very early in the game. Sure, for those who cover and crave the newest, latest and greatest technology to talk about, nand flash SSD might seem old, yesterday news, long in the tooth and time for something else. However, for those who are focused on deployment vs. adoption such as customers, in general, nand flash SSD in its many packaging options has still not yet reached its full potential.

    Despite the hype, fanfare from CEOs or their evangelist along with loyal followers of startups that help drive industry adoption (e.g. what is talked about), there is still lots of upside growth in the customer drive industry deployment (actually buying, installing and using) for nand flash SSD.

    What about broad customer deployments?

    Sure, there are the marquee customer success stories that you need a high-capacity SAS or SATA drive to hold the YouTube videos, slide decks, press releases for.

    However, have we truly, reached broad customer deployment or broad industry adoption?

    Hence, I see more startups coming into the market space, and some exiting on their own, via mergers and acquisition or other means.

    Will we see a feeding frenzy or IPO craze as with earlier hype cycles of technologies, IMHO there will be some companies that get the big deal, some will survive as new players running as a business vs. running to be acquired or IPO. Others will survive by evolving into something else while others will join the where are they now list.

    If you are a SSD startup, CEO, CxO, or marketer, their PR, evangelist or loyal follower do not worry as the SSD market and even nand flash is far from being dead. On the other hand, if you think that it has hit its full stride, you are missing either the bigger picture, or too busy patting yourselves on the back for a job well done. There is much more opportunity out there and not even all the low hanging fruit has been picked yet.

    Check out the conversation with Dave Raffo along with comments from others here.

    Related links on storage IO metrics and SSD performance
    What is the best kind of IO? The one you do not have to do
    Is SSD dead? No, however some vendors might be
    Storage and IO metrics that matter
    IO IO it is off to Storage and IO metrics we go
    SSD and Storage System Performance
    Speaking of speeding up business with SSD storage
    Are Hard Disk Drives (HDD’s) getting too big?
    Has SSD put Hard Disk Drives (HDD’s) On Endangered Species List?
    Why SSD based arrays and storage appliances can be a good idea (Part I)
    IT and storage economics 101, supply and demand
    Researchers and marketers dont agree on future of nand flash SSD
    EMC VFCache respinning SSD and intelligent caching (Part I)
    SSD options for Virtual (and Physical) Environments Part I: Spinning up to speed on SSD
    SSD options for Virtual (and Physical) Environments Part II: The call to duty, SSD endurance
    SSD options for Virtual (and Physical) Environments Part III: What type of SSD is best for you?
    SSD options for Virtual (and Physical) Environments Part IV: What type of SSD is best for your needs

    Ok, nuff said for now

    Cheers Gs

    Greg Schulz – Author Cloud and Virtual Data Storage Networking (CRC Press, 2011), The Green and Virtual Data Center (CRC Press, 2009), and Resilient Storage Networks (Elsevier, 2004)

    twitter @storageio

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2012 StorageIO and UnlimitedIO All Rights Reserved

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    More storage and IO metrics that matter

    It is great to see more conversations and coverage around storage metrics that matter beyond simply focusing on cost per GByte or TByte (e.g. space capacity). Likewise, it is also good to see conversations expanding beyond data footprint reduction (DFR) from a space capacity savings or reduction ratio to also address data movement and transfer rates. Also good to see is increase in discussion around input/output operations per section (IOPs) tying into conversations from virtualization, VDI, cloud to Sold State Devices (SSD).

    Other storage and IO metrics that matter include latency or response time, which is how fast work is done, or time spent. Latency also ties to IOPS in that as more work arrives to be done (IOPS) of various size, random or sequential, reads or writes, queue depths are an indicator of how well work is flowing. Another storage and IO metric that matters is availability because without it, performance or capacity can be affected. Likewise, without performance, availability can be affected.

    Needless to say that I am just scratching the surface here with storage and IO metrics that matter for physical, virtual and cloud environments from servers to networks to storage.

    Here is a link to a post I did called IO, IO, it is off to storage and IO metrics we go that ties in themes of performance measurements and solid-state disk (SSD) among others. Also check out this piece about why VASA (VMware storage analysis metrics) is important to have your VMware CASA along with Windows boot storage and IO performance for VDI and traditional planning purposes.

    Check out this post about metrics and measurements that matter along with this conversation about IOPs, capacity, bandwidth and purchasing discussion topics.

    Related links on storage IO metrics and SSD performance
    What is the best kind of IO? The one you do not have to do
    Is SSD dead? No, however some vendors might be
    Storage and IO metrics that matter
    IO IO it is off to Storage and IO metrics we go
    SSD and Storage System Performance
    Speaking of speeding up business with SSD storage
    Are Hard Disk Drives (HDD’s) getting too big?
    Has SSD put Hard Disk Drives (HDD’s) On Endangered Species List?
    Why SSD based arrays and storage appliances can be a good idea (Part I)
    IT and storage economics 101, supply and demand
    Researchers and marketers dont agree on future of nand flash SSD
    EMC VFCache respinning SSD and intelligent caching (Part I)
    SSD options for Virtual (and Physical) Environments Part I: Spinning up to speed on SSD
    SSD options for Virtual (and Physical) Environments Part II: The call to duty, SSD endurance
    SSD options for Virtual (and Physical) Environments Part III: What type of SSD is best for you?
    SSD options for Virtual (and Physical) Environments Part IV: What type of SSD is best for your needs

    Ok, nuff said for now

    Cheers Gs

    Greg Schulz – Author Cloud and Virtual Data Storage Networking (CRC Press, 2011), The Green and Virtual Data Center (CRC Press, 2009), and Resilient Storage Networks (Elsevier, 2004)

    twitter @storageio

    All Comments, (C) and (TM) belong to their owners/posters, Other content (C) Copyright 2006-2012 StorageIO and UnlimitedIO All Rights Reserved

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    What is the best kind of IO? The one you do not have to do

    What is the best kind of IO? The one you do not have to do

    data infrastructure server storage I/O trends

    Updated 2/10/2018

    What is the best kind of IO? If no IO (input/output) operation is the best IO, than the second best IO is the one that can be done as close to the application and processor with best locality of reference. Then the third best IO is the one that can be done in less time, or at least cost or impact to the requesting application which means moving further down the memory and storage stack (figure 1).

    Storage and IO or I/O locality of reference and storage hirearchy
    Figure 1 memory and storage hierarchy

    The problem with IO is that they are basic operation to get data into and out of a computer or processor so they are required; however, they also have an impact on performance, response or wait time (latency). IO require CPU or processor time and memory to set up and then process the results as well as IO and networking resources to move data to their destination or retrieve from where stored. While IOs cannot be eliminated, their impact can be greatly improved or optimized by doing fewer of them via caching, grouped reads or writes (pre-fetch, write behind) among other techniques and technologies.

    Think of it this way, instead of going on multiple errands, sometimes you can group multiple destinations together making for a shorter, more efficient trip; however, that optimization may also take longer. Hence sometimes it makes sense to go on a couple of quick, short low latency trips vs. one single larger one that takes half a day however accomplishes many things. Of course, how far you have to go on those trips (e.g. locality) makes a difference of how many you can do in a given amount of time.

    What is locality of reference?

    Locality of reference refers to how close (e.g location) data exists for where it is needed (being referenced) for use. For example, the best locality of reference in a computer would be registers in the processor core, then level 1 (L1), level 2 (L2) or level 3 (L3) onboard cache, followed by dynamic random access memory (DRAM). Then would come memory also known as storage on PCIe cards such as nand flash solid state device (SSD) or accessible via an adapter on a direct attached storage (DAS), SAN or NAS device. In the case of a PCIe nand flash SSD card, even though physically the nand flash SSD is closer to the processor, there is still the overhead of traversing the PCIe bus and associated drivers. To help offset that impact, PCIe cards use DRAM as cache or buffers for data along with Meta or control information to further optimize and improve locality of reference. In other words, help with cache hits, cache use and cache effectiveness vs. simply boosting cache utilization.

    Where To Learn More

    View additional NAS, NVMe, SSD, NVM, SCM, Data Infrastructure and HDD 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

    What can you do the cut the impact of IO

    • Establish baseline performance and availability metrics for comparison
    • Realize that IOs are a fact of IT virtual, physical and cloud life
    • Understand what is a bad IO along with its impact
    • Identify why an IO is bad, expensive or causing an impact
    • Find and fix the problem, either with software, application or database changes
    • Throw more software caching tools, hyper visors or hardware at the problem
    • Hardware includes faster processors with more DRAM and fast internal busses
    • Leveraging local PCIe flash SSD cards for caching or as targets
    • Utilize storage systems or appliances that have intelligent caching and storage optimization capabilities (performance, availability, capacity).
    • Compare changes and improvements to baseline, quantify improvement

    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.