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From the Blogosphere What Is the Definition of Big Data?
Big Data is data which cannot be handled by traditional technologies
Jan. 21, 2012 01:30 AM
Is Big Data a buzzword with no clear definition? Wikipedia defines Big Data as...
...a collection of data sets so large and complex that it becomes difficult to process using on-hand database management tools or traditional data processing applications...
13 More Definitions of Big Data
Here is a collection of 13 (unlucky?) other definitions of "Big Data" - from analyst firms, from government organizations, from technology publication and from technology vendors.
1. Gartner
...is defined as high volume, velocity and variety information assets that demand cost-effective, innovative forms of information processing for enhanced insight and decision making...
2. Forrester
...is the frontier of a firm's ability to store, process, and access (SPA) all the data it needs to operate effectively, make decisions, reduce risks, and serve customers...
3. O’Reilly Media
…is data that exceeds the processing capacity of conventional database systems…
4. IDC (picked from Mary Ludloff’s blog)
…describe a new generation of technologies and architectures, designed to economically extract value from very large volumes of a wide variety of data, by enabling high-velocity capture, discovery, and/or analysis…
5. TechAmerica Foundation Big Data Commission
…is a term that describes large volumes of high velocity, complex, and variable data that require advanced techniques and technologies to enable the capture, storage, distribution, management, and analysis of the information…
6. NIST – US Department of Commerce
…is where the data volume, acquisition velocity, or data representation limits the ability to perform effective analysis using traditional relational approaches or requires the use of significant horizontal scaling for efficient processing…
7. PC Mag
…is the massive amounts of data that collect over time that are difficult to analyze and handle using common database management tools…
8. Tech Target – Search Cloud Computing
…is a general term used to describe the voluminous amount of unstructured and semi-structured data a company creates — data that would take too much time and cost too much money to load into a relational database for analysis…
9. Forbes
…is, Ill-defined, Intimidating, Immediate…
10. Webopedia
…is a buzzword, or catch-phrase, used to describe a massive volume of both structured and unstructured data that is so large that it’s difficult to process using traditional database and software techniques…
11. EMC
…is fundamentally about massively parallel processing using commodity building blocks to manage and analyze the data…
12. IBM
…is Volume, Velocity, Variety, Veracity…
13. Amazon (as stated by John Rauser – picked from Network World)
…any amount of data that’s too big to be handled by one computer…
Looks like there IS a clear consensus!
Big Data is data which cannot be handled by traditional technologies
Whether it is useful, usable, meaningful … that is a different question.
Related Articles
About Udayan BanerjeeUdayan Banerjee is CTO at NIIT Technologies Ltd, an IT industry veteran with more than 30 years' experience. He blogs at http://setandbma.wordpress.com.
The blog focuses on emerging technologies like cloud computing, mobile computing, social media aka web 2.0 etc. It also contains stuff about agile methodology and trends in architecture. It is a world view seen through the lens of a software service provider based out of Bangalore and serving clients across the world.
The focus is mostly on...
- Keep the hype out and project a realistic picture
- Uncover trends not very apparent
- Draw conclusion from real life experience
- Point out fallacy & discrepancy when I see them
- Talk about trends which I find interesting
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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.
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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.
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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.
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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.
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Cloud Expo Breaking News By Pat Romanski  SYS-CON Events announced today that nfina Technologies, a provider of highly reliable cloud server products, will exhibit at 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.
nfina Technologies develops, manufactures, and markets highly reliable cloud server products, designed to solve the most demanding data center requirements in mission-critical cloud applications. Nfina’s staff has decades of experience in co... May. 25, 2013 03:00 PM EDT Reads: 1,313 | By Liz McMillan  SYS-CON Events announced today that OpenStack will exhibit at 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. OpenStack software controls large pools of compute, storage, and networking resources throughout a datacenter, all managed by a dashboard that gives administrators control while empowering their users to provision resources through a web interface.
OpenStack powers some of the most widely-used SaaS app... May. 25, 2013 02:00 PM EDT Reads: 1,432 | By Elizabeth White  “Cloud has everything to do with what has happened with Big Data,” explained Jason Deck, Director of Strategic Alliances at Logicworks, in this exclusive Q&A with Cloud Expo Conference Chair Jeremy Geelan. “Big Data doesn’t exist in its easily accessible way without cloud. From reduced startup costs, to cheap storage, to fast processing, to adequate security, to the easy incorporation of third-party analytics tools, cloud made Big Data accessible to customers of all sizes, with all different bud... May. 25, 2013 01:00 PM EDT Reads: 1,491 | By Liz McMillan  “Social, mobile, analytics and cloud can’t be looked at as distinct technology trends; they are facets of the same movement and an everyday reality for consumers and businesses alike,” said Craig Sowell, IBM VP of SmartCloud Marketing, in this exclusive Q&A with Cloud Expo Conference Chair Jeremy Geelan. “This means that businesses need to start looking at trends as one: cloud is the delivery, analytics is the unique insight, social is a shareable service, and mobile is the ubiquitous access.”
... May. 25, 2013 01:00 PM EDT Reads: 1,397 | By Jeremy Geelan  With Cloud Expo New York | 12th Cloud Expo [June 10-13, 2013] hurtling towards us, let's take a look at the distinguished individuals in our incredible Speaker Faculty for the technical and strategy sessions at the conference coming up June 10-13 at the Jacob Javits Center in New York City.
We have technical and strategy sessions for you all four days dealing with every nook and cranny of Cloud Computing and Big Data, but what of those who are presenting? Who are they, where do they work, wha... May. 25, 2013 12:00 PM EDT Reads: 21,405 | By Jeremy Geelan  The new open source cloud orchestration platform called OpenStack is the promise of flexible network virtualization, and network overlays are looking closer than ever. The vision of this platform is to enable the on-demand creation of many distinct networks on top of one underlying physical infrastructure in the cloud environment. The platform will support automated provisioning and management of large groups of virtual machines or compute resources, including extensive monitoring in the cloud. May. 25, 2013 12:00 PM EDT Reads: 3,082 | By Pat Romanski  In his session at the 12th International Cloud Expo, Dave Eichorn, Global Data Center Practice Head at Zensar, will share a case study describing how a utility services company handled the migration of its Microsoft platform to the cloud. Challenged with the time-consuming task of opening operations out of temporary offices, this company struggled with the need to simultaneously access data that was accumulated from a vast amount of data-intensive jobs. Zensar migrated the company’s application ... May. 25, 2013 12:00 PM EDT Reads: 1,523 | By Jeremy Geelan  The rise of cloud computing has exposed hard drive-based storage as the new data center bottleneck. Combating this, data center managers have deployed SSDs to gain the performance needed to provide real-time access to data. However, due to budget constraints, many have turned to consumer-grade SSDs without understanding that they wear out quickly when processing enterprise workloads. In this session, Esther Spanjer will discuss recent endurance advancements in SSD technology that enable usage of... May. 25, 2013 10:00 AM EDT Reads: 2,798 | By Elizabeth White  SYS-CON Events announced today that Wowrack will exhibit at 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.
Wowrack’s core expertise lies in high-availability Private and Public Cloud IaaS Hosting Solutions. Wowrack provides a true Hybrid service – where business release all IT management and hardware provisioning – taking the data center and server system administrative headaches off our customer’s shoulders. ... May. 25, 2013 10:00 AM EDT Reads: 1,416 | By Pat Romanski  At pennies per virtual machine-hour, the economics of cloud computing are both compelling and daunting to replicate. Whether you are building your own cloud infrastructure, building a public cloud or choosing a cloud service, there are key strategy and technology decisions that make the difference between success and failure.
In his General Session at the 12th International Cloud Expo, Jason Waxman, VP in the Intel Architecture Group and general manager of the Cloud Platforms Group within Inte... May. 25, 2013 10:00 AM EDT Reads: 987 |
Top Stories for Cloud Expo 2012 East
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Best Recent Articles on Cloud Computing & Big Data Topics  By Jeremy Geelan 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. Reads: 8,407  By Jeremy Geelan "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. Reads: 14,500  By Wolfram Jost 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.
Reads: 20,168  By Elizabeth White 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. Reads: 10,525  By Larry Bettino 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. Reads: 8,348  By Elizabeth White 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? Reads: 6,209  By Pat Romanski 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.  By Liz McMillan 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. Reads: 8,982  By Carmen Gonzalez 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. Reads: 45,945  By Kevin Hartig 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. Reads: 199,760  By Elizabeth White 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. Reads: 2,733  By Liz McMillan 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. Reads: 3,095 By Roger Strukhoff 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. Reads: 17,030 |
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Introducing
There is little doubt that Big Data solutions will have an increasing role in the Enterprise IT mainstream over time. Get a jump on that rapidly evolving trend at Big Data Expo, which we are introducing in June at
Cloud Expo New York.
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Cloud Expo was a fantastic event for CSS Corp - we easily exceeded our objectives for engaging with clients and prospects." |
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AHMAR ABBAS
SVP, Global Infrastructure Management, CSS Corp. |
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With our launch at Cloud Expo, we successfully transformed the company from a relatively unknown European player into the dominant player in the market. Our competitors were taken by surprise and just blown away. We got a huge number of really high quality leads..." |
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CEO, Abiquo |
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We were extremely pleased with Cloud Expo this year - I’d say it exceeded expectations all around. This is the same info we got from partners who attended as well. Nice job!" |
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Director of Marketing, UnivaUD |
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Cloud Expo helps focus the debate on the critical issues at hand in effect connecting main street with the next frontier." |
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President & CEO, Appzero
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To get involved, email Marilyn Moux at marilyn@sys-con.com.
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The World's Most Influential Blogs By Keith Mayer  Hyper-V Replica is our included asynchronous site-to-site VM replication capability for Windows Server 2012 and our free Hyper-V Server 2012 bare-metal enterprise-grade hypervisor. Using Hyper-V Replica, you can quickly implement a cost-effective disaster recovery plan for your business critical VM... May. 25, 2013 03:00 PM EDT Reads: 742 | By Doug Bonderud  Although often misunderstood, cloud computing ultimately relies on the same technological underpinnings as traditional server and storage options. While software, platforms and even infrastructure are farmed out to third-party providers, their ability to operate efficiently is constrained by the sam... May. 25, 2013 01:45 PM EDT Reads: 775 | By Denise Dubie  Imagine if you could take a time machine five years into the future, so that you would know which of today’s new technologies panned out and which did not.
Most companies have only started using cloud in the past two years. But there are some companies that have been using cloud for five years or... May. 25, 2013 01:00 PM EDT Reads: 731 | By Gathering Clouds  While movement to the cloud keeps accelerating, fears about security hang on. Let’s take a look at the most common myths about cloud security that might be holding businesses back from taking advantage of the flexibility and scalability of the cloud model.
This is the piece of “common sense” that h... May. 24, 2013 08:45 AM EDT Reads: 727 | By Dirk Zwart  “The last time I checked, people do not change their social security numbers very often...”
While in constant debate over data encryption and ease of access, I encountered a train of thought that made my jaw drop. A tradeshow attendee suggested encrypting everything, but just use a weak algorithm; ... May. 22, 2013 11:20 AM EDT Reads: 644 | By Lori MacVittie  Don and I have four children, all of whom have had the fortune to take piano lessons (I'm not sure if the youngest would agree he's fortunate at this point in his life but at five, he's not really able to answer the question with any degree of wisdom, anyway. Come to think of it, not sure the other ... May. 22, 2013 09:00 AM EDT Reads: 493 | By Nicos Vekiarides  Our prior post, A Roadmap to High-Value Cloud Infrastructure: Disaster Recovery and Data Protection, discussed both the benefits and limitations of a cloud-based disaster recovery (DR) strategy. As we highlighted last week, traditional disaster recovery options leave open a huge hole: At one extreme... May. 22, 2013 08:45 AM EDT Reads: 797 | By David Deans  Online collaboration has evolved during the last decade, delivering even greater value -- thanks to a new generation of business technology applications. Forbes Insights released "Collaborating in the Cloud," a Cisco-sponsored study examining the ways business leaders increasingly look at cloud coll... May. 21, 2013 08:45 AM EDT Reads: 1,086 | By Mark van Rijmenam  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... May. 19, 2013 02:00 PM EDT Reads: 2,026 | By Kevin Nikkhoo  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... May. 19, 2013 09:00 AM EDT Reads: 1,436 |
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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 |
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