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Bare Metal Blog: Throughput Sometimes Has Meaning
Knowing what to test is half the battle

Knowing what to test is half the battle. Knowing how it was tested the other. Knowing what that means is the third. That’s some testing, real clear numbers.

In most countries, top speed is no longer the thing that auto manufacturers want to talk about. Top speed is great if you need it, but for the vast bulk of us, we’ll never need it. Since the flow of traffic dictates that too much speed is hazardous on the vast bulk of roads, automobile manufacturers have correctly moved the conversation to other things – cup holders (did you know there is a magic number of them for female purchasers? Did you  know people actually debate not the existence of such a number, but what it is?), USB/bluetooth connectivity, backup cameras, etc. Safety and convenience features have supplanted top speed as the things to discuss.

The same is true of networking gear. While I was at Network Computing, focus was shifting from “speeds and feeds” as the industry called it, to overall performance in a real enterprise environment.  Not only was it getting increasingly difficult and expensive to push ever-larger switches until they could no longer handle the throughput, enterprise IT staff was more interested in what the capabilities of the box were than how fast it could go. Capabilities is a vague term that I used on purpose. The definition is a moving target across both time and market, with a far different set of criteria for, say, an ADC versus a WAP.

There are times, however, where you really do want to know about the straight-up throughput, even if you know it is the equivalent of a professional driver on a closed course, and your network will never see the level of performance that is claimed for the device.

There are actually several cases where you will want to know about the maximum performance of an ADC, using the tools I pay the most attention to at the moment as an example. WAN optimization is a good one. In WANOpt, the goal is to shrink the amount of data being transferred between two dedicated points to try and maximize the amount of throughput. When “maximize the amount of throughput” is in the description, speeds and feeds matter. WANOpt is a pretty interesting example too, because there’s more than just “how much data did I send over the wire in that fifteen minute window”. It’s more complex than that (isn’t it always?). The best testing I’ve seen for WANOpt starts with “how many bytes were sent by the originating machine”, then measures that the same number of bytes were received by the WANOpt device, then measures how much is going out the Internet port of the WANOpt device – to measure compression levels and bandwidth usage – then measures the number of bytes the receiving machine at the remote location receives to make sure it matches the originating machine. So even though I say “speeds and feeds matter”, there is a caveat. You want to measure latency introduced with compression and dedupe, and possibly with encryption since WANOpt is almost always over the public Internet these days, throughput, and bandwidth usage. All technically “speeds and feeds” numbers, but taken together giving you an overall picture of what good the WANOpt device is doing. There are scenarios where the “good” is astounding. I’ve seen the numbers that range as high as 95x the performance. If you’re sending a ton of data over WANOpt connections, even 4x or 5x is a huge savings in connection upgrades, anything higher than that is astounding.

This is an (older) diagram of WAN Optimization I’ve marked up to show where the testing took place, because sometimes a picture is indeed worth a thousand words. And yeah, I used F5 gear for the example image… That really should not surprise you Smile.

So basically, you count the bytes the server sends, the bytes the WANOpt device sends (which will be less for 99.99% of loads if compression and de-dupe are used), and the total number of bytes received by the target server. Then you know what percentage improvement you got out of the WANOpt device (by comparing server out bytes to WANOpt out bytes), that the WANOpt devices functioned as expected (server received bytes == server sent bytes), and what the overall throughput improvement was (server received bytes/time to transfer).

There are other scenarios where simple speeds and feeds matter, but less of them than their used to be, and the trend is continuing. When a device designed to improve application traffic is introduced, there are certainly few. The ability to handle a gazillion connections per second I’ve mentioned before is a good guardian against DDoS attacks, but what those connections can do is a different question. Lots of devices in many networking market spaces show little or even no latency introduction on their glossy sales hand-outs, but make those devices do the job they’re purchased for and see what the latency numbers look like. It can be ugly, or you could be pleasantly surprised, but you need to know. Because you’re not going to use it in a pristine lab with perfect conditions, you’re going to slap it into a network where all sorts of things are happening and it is expected to carry its load.

So again, I’ll wrap with acknowledgement that you all are smart puppies and know where speeds and feeds matter, make sure you have realistic performance numbers for those cases too.

The Whole Bare Metal Blog series:

Read the original blog entry...

About Don MacVittie
Don MacVittie is a Technical Marketing Manager at F5 Networks. In this role, he supports outbound marketing, education, and evangelism efforts around development, storage, and IT management topics related to F5 solutions. His role includes authoring technical materials, participating in social and community-based forums, and providing guidance for the development of marketing resources. As an industry veteran, MacVittie has extensive programming experience along with project management, IT management, and systems/network administration expertise.

Prior to joining F5, MacVittie was a Senior Technology Editor at Network Computing, where he conducted product research and evaluated storage and server systems, as well as development and outsourcing solutions. He has authored numerous articles on a variety of topics aimed at IT professionals. MacVittie holds a B.S. in Computer Science from Northern Michigan University, and an M.S. in Computer Science from Nova Southeastern University.

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Cloud Expo - Cloud Looms Large on SYS-CON.TV



Cloud Expo 2012 East Opening Keynote by SHI

In this Cloud Expo Keynote, Henry Fastert, SHI's Chief Technologist and Managing Partner, will share insight on how the latest generation of cloud computing is now capable of addressing the needs of the enterprise mission critical applications. These mission-critical applications require computing infrastructure that is secure, optimizes performance, and is highly resilient. The purpose of the keynote is to highlight how the latest cloud computing designs have evolved in terms of security, availability, and overall service quality to meet the needs of mission critical applications.

John Engates, CTO of Rackspace Hosting Live From New York City
Last year, cloud computing pundits predicted that 2012 would be the year when the clouds would open. They were right as cloud computing enthusiasts all over are embracing the open ecosystem; however, denying one vendor the right to serve as the de facto API is only the tip of the iceberg of this computing climate change. Join Rackspace Chief Technology Officer John Engates as he discusses the open ecosystem and how ultimately, winning cloud technologies will be based on the ecosystem they represent.

Keynote: Step up to a Higher Cloud
Cloud is a transformational shift in computing that can have a powerful effect on enterprise IT when designed correctly and used to its full potential. Join Citrix in a discussion that centers on building, connecting and empowering users with cloud services and hear examples of how enterprises are solving real-world business challenges with an architecture and solution purpose-built for the cloud.

A Pragmatic Journey to the Cloud
As enterprise adoption of cloud computing accelerates, organizations must have a strategy and roadmap for moving to the cloud. Faced with different options including building a private cloud, subscribing to public clouds, or leveraging a hybrid cloud, organizations need a rational and pragmatic approach. This session explores the emerging trends in cloud computing and offers best practices for how organizations can successfully navigate a journey to the cloud.


Cloud Expo Breaking News
Companies around the world are collecting massive amounts of data everyday that’s sitting around and not being utilized. Take for example the fact that companies collect demographic and location-based data via mobile devices all the time, but have to figure out how to monetize that data. In this session, Joyent CTO and founder Jason Hoffman will examine the state of Big Data, taking a look at what we're doing now to discussing what's on the horizon, as companies prepare and realign their busines...
Planning scalable environments isn't terribly difficult, but it does require a change of perspective. During this session we'll broaden our views to think on an Internet Scale by dissecting a video publishing application built with The SoftLayer Platform, Message Queuing, Object Storage, and Drupal. By examining a scalable modular application build that can handle unpredictable traffic, you'll be able to grow your development arsenal and pick up a few strategies to apply to your own projects.
Learn about the complex regulations surrounding HIPAA compliance and other considerations for running sensitive data in the Cloud. In their session at the 12th International Cloud Expo, Ken Ziegler, CEO of Logicworks, and Frank Nydam, Director of Healthcare Solutions at VMware, will discuss the best practices for leveraging virtualization and cloud technologies without sacrificing security or compliance. Care providers, State and Federal entities, integrators and SaaS providers large and small...
Backup, Recovery, and Archiving (BURA) are critical elements for IT to address. BURA solutions need to address a broad spectrum of needs including data protection, regulatory compliance, and business continuity. Today's cloud based solutions can enable customers to procure and consume BURA as a service supported by EMC's latest technologies. At the end of Rich Place's session at 12th Cloud Expo | Cloud Expo New York [June 10-13, 2013], you will be able to: 1. Gain a full understanding of Backup,...
A recent study by analyst firm IDC reports that in 2012, 1.7 million cloud computing-related roles across the globe could not be filled due to the lack of training, certification and experience in the applicant pool. As the global demand for cloud and big data expertise increases, employers are finding it difficult to recruit talent, which is slowing down the ability for organizations to adopt, implement, and realize benefits from innovative platforms like OpenStack. In this session join Clo...
Cloud enables SMBs to access new, scalable resources – previously only available to enterprises – in flexible and cost-effective ways. McKinsey’s SMB Cloud Report projects the public cloud market to reach $40-$50 billion by 2015, with SMBs comprising 65% of public cloud spending in 2015. But selling cloud to SMBs raises the questions of who, what and how. In this session Manjula Talreja, VP of Cisco’s Global Cloud Business Development Team, will discuss the importance of knowing who SMB...
Compelling consumer applications are created every day. Are you ready for the IT implications both internally and externally? As your datacenter needs more capacity, the cloud will be critical to success. What are the key considerations to help plan for the needed capacity over time? And how can the cloud best work with your existing applications? In his General Session at the 12th International Cloud Expo, Brian Jawalka, Enterprise Solutions Architect at Rackspace Hosting, will open conversat...
Cloud computing is more than a buzz-phrase it’s a transformative IT paradigm shift. The emphasis in the cloud is on elasticity, scalability, agility and open. Not just open standards but open APIs and open source. The delivery of software is also going through a paradigm shift. Open source software was often a commoditization of a market leader; Unix to Linux or Oracle to MySQL what’s changing is that the iterative nature, user context and the motto of releasing early and often are driving real ...
These days, it seems that every cloud provider claims that cloud is safer than your traditional datacenter. Is it though? In his General Session at 12th Cloud Expo | Cloud Expo New York, McAfee expert Rishi Bhargava will help you explore and address the security challenges and considerations for public cloud (IaaS, PaaS and SaaS).
SYS-CON Events announced today that MetraTech Corp., the leading provider of agreements-based billing™, commerce and compensation solutions, has been named “Bronze Sponsor” of SYS-CON's 12th International Cloud Expo, which will take place on June 10–13, 2013, at the Javits Center in New York City, New York. MetraTech Corp. is the leading provider of commerce, billing and compensation solutions enabling customers to monetize relationships with customers, partners, and suppliers. Its unique Agree...
Best Recent Articles on Cloud Computing & Big Data Topics
The Arlington, Virginia-based National Science Foundation has just released its "Report on Support for Cloud Computing" - in response to the America Competes Reauthorization Act of 2010, Section 524. It is an absolute must-read for all concerned with current and future research projects in Cloud Computing.
"The volume of data we're generating now from machines pales in comparison to the volume of data we'll soon generate from our own bodies," says data security expert Dave Asprey. Writing in a Trend Micro blog, Asprey - who is one of the leaders in the emerging Quantified Self movement - explains his vision of a world in which personal biometrical data is shared via the cloud.
Cloud computing has caught the attention of business leaders around the world in every industry because of its enormous transformative potential. Visionary companies know that the value of the cloud is far greater than the current focus solely on technology and operating costs: when combined with a collaborative approach to designing processes, cloud computing will change how we do business.
Want to make sense of the hottest new concept in Enterprise IT? Want to understand in just hours what experts have spent many hundreds of days deciphering? Cloud computing is a technology that has rapidly evolving peppered with a lot of hype along the way. Customers find it hard to navigate through this and make sense of what aspects of this technology will give them real business benefit. Cloud Computing Bootcamp, led by our 2013 Bootcamp Instructor Larry Carvalho, is a great way to get a practical understanding of this technology. We offer multiple days of actionable insight into what vendor offerings are currently available and help you comprehend their strategy. The ever-popular Bootcamp, which is now held regularly around the world, is being held in conjunction with the 12th Cloud Expo, June 10-13, 2013, at the Javits Center, New York, NY.
Did you know that ninety percent of the data in the world has been created in the last two years? Every day, we create 2.5 quintillion (or 2.518) bytes of data, according to IBM. As corporations across all industries globally are struggling with how to retain, aggregate and analyze this mounting volume of what the industry refers to as Big Data, it also provides a unique opportunity for innovative startups that recognize the business prospects Big Data presents. Big Data is not just unlocking new information but new sources of economic and business value. Interactivity is driving Big Data, with people and machines both consuming and creating it. Digital companies focused on becoming good at aggregating and analyzing the data created by the end users of their product, who then provide their customers with solid insights taken from that data are at a distinct competitive advantage over others in the marketplace.
Industry-specific clouds are those PaaS, IaaS, and PaaS services that are tailored for a specific vertical, such as transportation, retail, finance, and health care. IDC sees a $65 billion market in these industry solutions for 2013, rising to $100 billion in 2016. The value of industry-specific clouds is that businesses within a vertical can connect to applications, processes, and databases that are pre-defined for that vertical within a public or private cloud. They can extend processes and databases into the business domain, versus defining the data and processes within a generic cloud-based platform. So, are industry specific clouds right for your business? What options are out there? How do you figure out the ROI?
SYS-CON Events announced today that Rackspace Hosting, the open cloud company, has been named "Platinum Plus Sponsor" of SYS-CON's 12th International Cloud Expo, which will take place on June 10-13, 2013, at the Javits Center in New York City, New York. Rackspace® Hosting (NYSE: RAX) is the open cloud company, delivering open technologies and powering more than 205,000 customers worldwide. Rackspace provides its renowned Fanatical Support® across a broad portfolio of IT products, including Public Cloud, Private Cloud, Hybrid Hosting and Dedicated Hosting. Rackspace has been recognized by Bloomberg BusinessWeek as a Top 100 Performing Technology Company, is featured on Fortune's list of 100 Best Companies to Work For and is included on the Dow Jones Sustainability Index. Rackspace was positioned in the Leaders Quadrant by Gartner Inc. in the "2011 Magic Quadrant for Managed Hosting." Rackspace is headquartered in San Antonio with offices and data centers around the world.
10th International Cloud Expo, held on June 11-14, 2012 at the Javits Center in New York City, featured four content-packed days with a rich array of sessions about the business and technical value of cloud computing led by exceptional speakers from every sector of the cloud computing ecosystem. The Cloud Expo series is the fastest-growing Enterprise IT event in the past 10 years, devoted to every aspect of delivering massively scalable enterprise IT as a service. We invite you to enjoy our photo album of the show - we'll be adding new images all week.
Ulitzer.com announced "the World's 30 most influential Cloud bloggers," who collectively generated more than 24 million Ulitzer page views. Ulitzer's annual "most influential Cloud bloggers" list was announced at Cloud Expo, which drew more delegates than all other Cloud-related events put together worldwide. "The world's 50 most influential Cloud bloggers 2010" list will be announced at the Cloud Expo 2010 East, which will take place April 19-21, 2010, at the Jacob Javitz Convention Center, in New York City, with more than 5,000 expected to attend.
Cloud computing is becoming one of the next industry buzz words. It joins the ranks of terms including: grid computing, utility computing, virtualization, clustering, etc. Cloud computing overlaps some of the concepts of distributed, grid and utility computing, however it does have its own meaning if contextually used correctly. The conceptual overlap is partly due to technology changes, usages and implementations over the years. Trends in usage of the terms from Google searches shows Cloud Computing is a relatively new term introduced in the past year. There has also been a decline in general interest of Grid, Utility and Distributed computing. Likely they will be around in usage for quit a while to come. But Cloud computing has become the new buzz word driven largely by marketing and service offerings from big corporate players like Google, IBM and Amazon.
SYS-CON Events announced today that Dell Inc. has been named "Silver Sponsor" of SYS-CON's 12th International Cloud Expo, which will take place on June 10-13, 2013, at the Javits Center in New York City, New York. For more than 28 years, Dell has empowered countries, communities, customers and people everywhere to use technology to realize their dreams. Customers trust Dell to deliver technology solutions that help them do and achieve more, whether they're at home, work, school or anywhere in their world. Learn more about Dell's story, purpose and people behind its customer-centric approach.
One of the most compelling promises of the cloud is that you can pull out a credit card and be working in minutes. No purchase orders to fill out, no equipment to wait for on the loading dock. Just instant access to the resources you need, when you need them. But accessibility comes at a price, and an unintentional consequence may be that you create yet another orphaned identity silo. Enterprise IT has spent years consolidating its mishmash of directories, only to discover that cloud now threatens to turn back their hard-won victories. In his session at the 12th International Cloud Expo, Scott Morrison, CTO and Chief Architect at Layer 7 Technologies, will look at strategies to incorporate identity into cloud applications. Enterprise identity or social login can both be a part of your go-to-cloud strategy, but you must plan for this upfront, rather than try to retrofit identity and access control at a later date.
Cloud Expo, Cloud Expo East, Cloud Expo West, Cloud Expo Silicon Valley, Cloud Expo Europe, Cloud Expo Tokyo, Cloud Expo Prague, Cloud Expo Hong Kong, Cloud Expo Sao Paolo are trademarks and /or registered trademarks (USPTO serial number 85009040) of Cloud Expo, Inc.
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SYS-CON's Cloud Expo, held each year in California, New York, Prague, Tokyo, and Hong Kong is the world’s leading Cloud event in its 5th year, larger than all other Cloud events put together.

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12th Cloud Expo All-Star Speakers Include...

Singer
Tummler
Singer
Associates

Taggart
SHI

Vekiarides
TwinStrata

Rodenski
Sala Group

Saadi
SRA

Linthicum
Cloud
Technology
Partners

LaMear
Fpweb.net

Renz
Code42

Sagar
Infosys

Ariola
Parasoft

Laczynski
Datapipe

Baumann
Zimory

Bain
ScaleOut
Software

Lundberg
Hitachi Data
Systems

Bowen
LSI

Brown
Coraid




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Testimonials
Great exhibits, great audience, great floor traffic, great conversations with IT leaders and folks in the channel."
TOM LAYDOS
Director, Marketing & Sales Operations at Evolve IP
 
We had a great experience! We look forward to helping the people we met at Cloud Expo build their businesses."
Cari.net TWEET
 
The 2012 Cloud Expo in NY was a great success for the Dell cloud team as we met with many customers, partners, and cloud technologists."
STEPHEN SPECTOR
Senior Product Marketing, Dell Cloud Services
 
Cloud Expo turned out to be an amazing gathering of entrepreneurs."

NISH BURKE
Product Marketing Manager, StorageCraft


Who Should Attend?
Senior Technologists including CIOs, CTOs, VPs of technology, IT directors and managers, network and storage managers, network engineers, enterprise architects, communications and networking specialists, directors of infrastructure Business Executives including CEOs, CMOs, CIOs, presidents, VPs, directors, business development; product and purchasing managers.

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The World's 30 Most influential Cloud Bloggers
Cloud Expo on Ulitzer
1
Dustin Amrhein 11 Kevin Hoffman 21 Greg O'Connor
2
Ezhil Babaraj 12 Alin Irimie 22 Maureen O'Gara
3
Tony Bishop 13 Kevin Jackson 23 Mark O'Neill
4
Reuven Cohen 14 Fuat Kircaali 24 Bill Roth
5
Ernest de Leon 15 David Linthicum 25 Ellen Rubin
6
David Dean 16 Lori MacVittie 26 John Savageau
7
Ray DePena 17 Bill McColl 27 Michael Sheehan
8
Dana Gardner 18 Paul Miller 28 Roman Stanek
9
John Gauntt 19 Louis Naugès 29 John Treadway
10
Jeremy Geelan 20 Greg Ness 30 Alan Williamson

Join Us as a Media Partner - Together We Can Rock the IT World!
SYS-CON Media has a flourishing Media Partner program in which mutually beneficial promotion and benefits are arranged between our own leading Enterprise IT portals and events and those of our partners.

If you would like to participate, please provide us with details of your website/s and event/s or your organization and please include basic audience demographics as well as relevant metrics such as ave. page views per month.

To get involved, email Lissette Mercado at lissette@sys-con.com.

The World's Most Influential Blogs
New technologies allow schools, colleges and universities to analyze absolutely everything that happens. From student behavior, testing results, career development of students as well as educational needs based on changing societies. A lot of this data has already been stored and is used for statist...
I'd like to address a recent blog post in CloudTweaks titled, "Cloudera Not Cutting It With Big Data Security." The author makes a number of very salient and valid points about Hadoop security… or lack thereof. Indeed the Apache Hadoop platform, which includes HDFS and MapReduce and other projects ...
In the coming years, big data will change the way organisations and societies are operated and managed. Big data however, is not the only trend that will impact significantly how organisations operate. Another major trend at the moment is gamification. Gamification will change the way organisations ...
We all talk about cloud differently, but is there a way we should be speaking about this tech? Cloud computing is now a widely reported, if not accepted, IT movement that, depending on who you talk to, has changed or is changing the way businesses utilize infrastructure.
A recent Gartner study states that the function of the modern CIO is in flux and that his or her future focus must incorporate digital assets (aka cloud-based data and applications) to remain relevant. Towards the goal of riding the sea change a compiler of stacks to a broker of business needs, secu...
The age of data center automation is upon us. Whether it's cloud or SDN or devops in general, automation as a means to achieve efficiency and, one hopes, free up resources that can be then redirected to focus on innovation. As is always the case when we begin to move further upwards, abstracting ...
Windows Azure Virtual Networks offers the power to open up several cross-premises use case scenarios, including Active Directory Disaster Recovery, SQL Database Replication, Windows Server 2012 DFS-R File Replication, Accelerated Cloud File Services with BranchCache, Hybrid Web Applications and MORE...
As the infrastructure cloud market (IaaS and PaaS) continues to grow rapidly, we are seeing quite a few customers who are delivering an application – whether it is a mission-critical or SaaS application – and basing their solution on VMware. VMware Security Cloud Encryption cloud keyboard Cloud Enc...
Have you heard of products like IBM’s InfoSphere Streams, Tibco’s Event Processing product, or Oracle’s CEP product? All good examples of commercially available stream processing technologies which help you process events in real-time. I’ve been asked what I consider as “Big Data” versus “Small Dat...
My fellow Technical Evangelists and I have authored a content series that steps through building your very own Private Cloud by leveraging Windows Server 2012, our FREE Hyper-V Server 2012, Windows Azure Infrastructure Services ( IaaS ) and System Center 2012 Service Pack 1. Week-by-week, we walk ...
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Cloud Expo 2012 Allstar Conference Faculty

S.F.S.
Dell

Singer
NRO

Pereyra
Oracle

Ryan
OpSource

Butte
PwC

Leone
Oracle

Riley
AWS

Varia
AWS

Lye
Oracle

O'Connor
AppZero

Crandell
RightScale

Nucci
Dell Boomi

Hillier
CiRBA

Morrison
Layer 7 Tech

Robbins
NYT

Schwarz
Oracle

What The Enterprise IT World Says About Cloud Expo
 
"We had extremely positive feedback from both customers and prospects that attended the show and saw live demos of NaviSite's enterprise cloud based services."
  –William Toll
Sr. Director, Marketing & Strategic Alliances
Navisite
 


 
"More and better leads than ever expected! I have 4-6 follow ups personally."
  –Richard Wellner
Chief Scientist
Univa UD
 


 
"Good crowd, good questions. The event looked very successful."
  –Simon Crosby
CTO
Citrix Systems
 


 
"It's the largest cloud computing conference I've ever seen."
  –David Linthicum
CTO
Brick Group