Condusiv Technologies Blog

Condusiv Technologies Blog

Blogging @Condusiv

The Condusiv blog shares insight into the issues surrounding system and application performance—and how I/O optimization software is breaking new ground in solving those issues.

Largest-Ever I/O Performance Study

by Brian Morin 28. January 2016 09:10

Over the last year, 2,654 IT Professionals took our industry-first I/O Performance Survey, which makes it the largest I/O performance survey of its kind. The key findings from the survey reveal an I/O performance struggle for virtualized organizations as 77% of all respondents indicated I/O performance issues after virtualizing. The full 17 page report is available for download at http://learn.condusiv.com/2015survey.html.

Key findings in the survey include:

- More than 1/3rd of respondents (36%) are currently experiencing staff or customer complaints regarding sluggish applications running on MS SQL or Oracle

- Nearly 1/3rd of respondents (28%) are so limited by I/O bottlenecks that they have reached an "I/O ceiling" and are unable to scale their virtualized infrastructure

- To improve I/O performance since virtualizing, 51% purchased a new SAN, 8% purchased PCIe flash cards, 17% purchased server-side SSDs, 27% purchased storage-side SSDs, 16% purchased more SAS spindles,       6% purchased a hyper-converged appliance

- In the coming year, to remediate I/O bottlenecks, 25% plan to purchase a new SAN, 8% plan to purchase a hyper-converged appliance, 10% will purchase SAS spindles, 16% will purchases server-side SSDs, 8% will   purchase PCIe flash cards, 27% will purchase storage-side SSDs, 35% will purchase nothing in the coming year

- Over 1,000 applications were named when asked to identify the top two most challenging applications to support from a systems performance standpoint. Everything in the top 10 was an application running on top of   a database

- 71% agree that improving the performance of one or two applications via inexpensive I/O reduction software to avoid a forklift upgrade is either important or urgent for their environment

As much as virtualization has provided cost-savings and improved efficiency at the server-level, those cost savings are typically traded-off for backend storage infrastructure upgrades to handle the new IOPS requirements from virtualized workloads. This is due to I/O characteristics that are much smaller, more fractured, and more random than they need to be.  The added complexity that virtualization introduces to the data path via the “I/O blender” effect that randomizes I/O from disparate VMs, and the amplification of Windows write inefficiencies at the logical disk layer erodes the relationship between I/O and data, generating a flood of small, fractured I/O. This compounding effect between the I/O blender and Windows write inefficiencies creates “death by a thousand cuts” regarding system performance, creating the perfect trifecta for poor performance – small, fractured, random I/O.

Since native virtualization out-of-the box does nothing to solve this problem, organizations are left with little choice but accept the loss of throughput from these inefficiencies and overbuy and overprovision for performance from an IOPS standpoint since they are twice as IOPS dependent than they actually need to be…except for Condusiv customers who are using V-locity® I/O reduction software to see 50-300% faster application performance on the hardware they already have by solving this root cause problem at the VM OS-layer.

Note - Respondents from companies with employee sizes under 100 employees were excluded from the results, so results would not be skewed by the low end of the SMB market.

V-locity 6.0 Solves Death by a Thousand Cuts in Virtual Environments

by Brian Morin 12. August 2015 08:04

If you haven’t already heard the pre-announcement buzz on V-locity® 6.0 I/O reduction software that made a splash in the press, it’s being released in a couple weeks. To understand why it’s significant and why it’s an unprecedented 3X FASTER than its predecessor is to understand the biggest factor that dampens application performance the most in virtual environments - the problem of increasingly smaller, fractured, and random I/O. That kind of I/O profile is akin to pouring molasses on compute and storage systems. Processing I/O with those characteristics makes systems work much harder than necessary to process any given workload. Virtualized organizations stymied by sluggish performance related to their most I/O intensive applications suffer in large part to a problem that we call “death by a thousand cuts” – I/O that is smaller, more fractured, and more random than it needs to be.

Organizations tend to overlook solving the problem and reactively attempt to mask the problem with more spindles or flash or a forklift storage upgrade. Unfortunately, this approach wastes much of any new investment in flash since optimal performance is being robbed by I/O inefficiencies at the Windows OS layer and also at the hypervisor layer.

V-locity® version 6 has been built from the ground-up to help organizations solve their toughest application performance challenges without new hardware. This is accomplished by optimizing the I/O profile for greater throughput while also targeting the smallest, random I/O that is cached from available DRAM to reduce latency and rid the infrastructure of the kind of I/O that penalizes performance the most.

Although much is made about V-locity’s patented IntelliWrite® engine that increases I/O density and sequentializes writes, special attention was put into V-locity’s DRAM read caching engine (IntelliMemory®) that is now 3X more efficient in version 6 due to changes in the behavioral analytics engine that focuses on "caching effectiveness" instead of "cache hits.”

Leveraging available server-side DRAM for caching is very different than leveraging a dedicated flash resource for cache whether that be PCI-e or SSD. Although DRAM isn’t capacity intensive, it is exponentially faster than a PCI-e or SSD cache sitting below it, which makes it the ideal tier for the first caching tier in the infrastructure. The trick is in knowing how to best use a capacity-limited but blazing fast storage medium.

Commodity algorithms that simply look at characteristics like access frequency might work for  capacity intensive caches, but it doesn’t work for DRAM. V-locity 6.0 determines the best use of DRAM for caching purposes by collecting data on a wide range of data points (storage access, frequency, I/O priority, process priority, types of I/O, nature of I/O (sequential or random), time between I/Os) - then leverages its analytics engine to identify which storage blocks will benefit the most from caching, which also reduces "cache churn" and the repeated recycling of cache blocks. By prioritizing the smallest, random I/O to be served from DRAM, V-locity eliminates the most performance robbing I/O from traversing the infrastructure. Administrators don’t need to be concerned about carving out precious DRAM for caching purposes as V-locity dynamically leverages available DRAM. With a mere 4GB of RAM per VM, we’ve seen gains from 50% to well over 600%, depending on the I/O profile.

With V-locity 5, we examined data from 2576 systems that tested V-locity and shared their before/after data with Condusiv servers. From that raw data, we verified that 43% of all systems experienced greater than 50% reduction in latency on reads due to IntelliMemory. While that’s a significant number in its own right by simply using available DRAM, we can’t wait to see how that number jumps significantly for our customers with V-locity 6.

Internal Iometer tests reveal that the latest version of IntelliMemory in V-locity 6.0 is 3.6X faster when processing 4K blocks and 2.0X faster when processing 64K blocks.

Jim Miller, Senior Analyst, Enterprise Management Associates had this to say, "V-locity version 6.0 makes a very compelling argument for server-side DRAM caching by targeting small, random I/O - the culprit that dampens performance the most. This approach helps organizations improve business productivity by better utilizing the available DRAM they already have. However, considering the price evolution of DRAM, its speed, and proximity to the processor, some organizations may want to add additional memory for caching if they have data sets hungry for otherworldly performance gains."

Finally, one of our customers, Rich Reitenauer, Manager of Infrastructure Management and Support, Alvernia University, had this to say, "Typical IT administrators respond to application performance issues by reactively throwing more expensive server and storage hardware at them, without understanding what the real problem is. Higher education budgets can't afford that kind of brute-force approach. By trying V-locity I/O reduction software first, we were able to double the performance of our LMS app sitting on SQL, stop all complaints about performance, stop the application from timing out on students, and avoid an expensive forklift hardware upgrade."

For more on the I/O Inefficiencies that V-locity solves, read Storage Switzerland’s Briefing on V-locity 6.0 ->

When Speed Matters Most

by Robin Izsak 15. November 2013 05:22

We talk a lot about data around here. Particularly, how to make it perform better, how to make applications respond faster, how to solve some of IT's most formidable challenges around managing increasingly complex data centers.

But nothing compares to the importance of data performance when it comes to patient records and load times in a hospital ER, where every second spent waiting might be a second too long.

I recently spoke with Ryan Barker, Technology Specialist with Hancock Regional Hospital, hoping to get real insight into why speed matters—and I got exactly that. Ryan's users, which consist of ER doctors, nurses—any and all staff who touch the hospital's MEDITECH systems—were complaining of extremely slow load times and the inability to save records. Sometimes in dire situations, like a busy day in the ER.

Read the case study to learn how Hancock Regional used V-locity® VM™ to improve load times from 2 patient records every 7 seconds to 6 records in 4 seconds.

Tags: , , , , ,

MEDITECH

A Blog About Bloggers Who Blog About Us

by Jerry Baldwin 7. February 2013 09:49

On contemplating the impact of his calculating engine, the world’s first computer, Charles Babbage wrote “In turning from the smaller instruments in frequent use to the larger and more important machines, the economy arising from the increase of velocity becomes more striking.” He said that in 1832.

I mention this because the idea holds true today—the bigness of everything, the immediacy of everything, the pace of everything—the greater the increase from one state to another, the more striking the difference. And that’s exactly why—when we put V-locity 4 trialware into the hands of virtualization wizards to test in their lairs—we want them to really, really put it through the wringer. The heavier the workload, the greater the application demand, the more striking the results.

Recently two virtualization pros got their hands on the V-locity 4 30-day trial, set up rigorous testing, and blogged the entire experience:

VMware technical architect amazed by V-locity 4 results

Another virtualization blogger amazed by V-locity 4

 

Tags: , , ,

Big Data | Hyper-V | IntelliMemory | virtualization | V-Locity | VMware

NEW V-locity 4 VM Accelerator Improves VM Performance by up to 50%

by Jeff Medina 10. December 2012 10:00

Today we are very excited to announce the release of V-locity 4 VM Accelerator. With this latest release, V-locity increases VM and application performance by up to 50% and does so without any additional storage hardware.

Let’s face it - in today’s world of virtual environments, we generate a tremendous amount of data and it’s only the beginning. In fact, findings included in a recent study by IDC titled “Extracting Value from Chaos” predict that in the next ten years we will create 50 times more information and 75 times more files.

The impact of this data explosion on server virtualization can often lead to I/O bottlenecks. This is because a physical server running multiple virtual machines (VMs) must often carry out far more I/O operations than one server running a single workload, and typical virtualization environments emulate I/O devices that run less efficiently than native I/O devices.

In essence, virtualization acts like a funnel, combining and mixing many disparate I/O streams, sending out to the disk what becomes a very random I/O pattern. To make matters worse, the more VMs are added, the more the issue is compounded as more I/O is "randomized." All of this has a very negative affect on storage performance, and renders time-honored techniques such as read-ahead buffers and caching algorithms far less effective than in conventional physical environments.

Storage I/O is the most critical issue in a virtualized environment, and can cause organizations to spend a great deal on storage, purchasing more and more disk spindles, but often using only a fraction of their capacity because of performance issues. The outcome is that, due to issues relating to performance bottlenecks in the storage infrastructure, some applications are deemed unable to be virtualized; however, a properly tuned storage environment might have accommodated those applications. So what’s the alternative? The answer is V-locity 4 VM Accelerator. 

V-locity 4 VM Accelerator provides:

  • Increased application performance up to 50%
  • Up to 50% faster access to frequently accessed files
  • Faster I/O performance without the cost of additional storage hardware
  • Increased VM density per physical server up to 50%
  • Extended hardware lifespan by eliminating unnecessary I/Os
  • Automatic and real-time operation for true “Set It and Forget It®” management 

What makes V-locity 4 so effective is its powerful toolkit of proactive technologies, including IntelliWrite,® V-Aware,® CogniSAN,® InvisiTasking® and the new IntelliMemory® RAM caching technology.

New! IntelliMemory™ Caching Technology
IntelliMemory intelligent caching technology boosts active data, improving I/O response time up to 50% or more while also eliminating unnecessary I/O operations from getting into the network or storage.

Improved! IntelliWrite® Technology
IntelliWrite automatically prevents the operating system from breaking files into pieces and writing those pieces in a performance penalized manner. This proactive approach improves performance up to 50% or more while preventing any negative impact to snapshots replication, data deduplication or thin provisioning growth. As this proactive approach happens at the server level, the network and shared storage simply has less I/O operations to transfer and process.

New! Performance Benefit Analyzer
The Performance Benefits Analyzer helps document the performance benefits of V-locity. The benefit analyzer looks at your current system performance, then compares these results to those after using V-locity to provide a detailed report showing specific improvements and benefits to your system.

V-Aware® Technology
V-Aware detects external resource usage from other virtual machines on the virtual platform and eliminates resource contention that might slow performance.

CogniSAN® Technology
CogniSAN detects external resource usage within a shared storage system, such as a SAN, and allows for transparent optimization by not competing for resources utilized by other VMs over the same storage infrastructure. And it does this without intruding in any way into SAN-layer operations.

InvisiTasking® Technology
InvisiTaksing allows all the V-locity 4 "background" operations within the VM to run with zero resource impact on current production.

Set It and Forget It®
Automatic and real-time operation.

For more details and a FREE trial, visit www.condusiv.com/products/v-locity or call a sales representative at 1-800-829-6468.

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