In an ideal developer/systems administrator’s world, most applications would deploy seamlessly to multiple platforms and scale elastically with minimal effort bringing the unprecedented agility of the cloud within immediate reach of developer teams and IT organizations.
OpenStack, a RackSpace and NASA initiative, is now managed by an independent foundation and is supported by multiple vendors. It defines APIs for compute, storage, networking, services, monitoring, and additional infrastructure...| By Udayan Banerjee | Article Rating: |
|
| January 21, 2012 01:30 AM EST | Reads: |
3,803 |
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...
…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
Published January 21, 2012 Reads 3,803
Copyright © 2012 SYS-CON Media, Inc. — All Rights Reserved.
Syndicated stories and blog feeds, all rights reserved by the author.
More Stories By Udayan Banerjee
Udayan 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
In an ideal developer/systems administrator’s world, most applications would deploy seamlessly to multiple platforms and scale elastically with minimal effort bringing the unprecedented agility of the cloud within immediate reach of developer teams and IT organizations.
OpenStack, a RackSpace and NASA initiative, is now managed by an independent foundation and is supported by multiple vendors. It defines APIs for compute, storage, networking, services, monitoring, and additional infrastructure...May. 19, 2013 05:00 PM EDT Reads: 1,374 |
By Jeremy Geelan Companies around the world are moving into on-premise private cloud environments. Many connect their private cloud to their public cloud service providers. In his session at 12th Cloud Expo | Cloud Expo New York [June 10-13], Brian Patrick Donaghy will talk about examples of what worked, what failed and why we should think about this evolution.May. 19, 2013 04:00 PM EDT Reads: 1,899 |
By Liz McMillan Enterprise cloud adoption revolves around pushing the BYOD movement and focusing on data security.
In his session at the 12th International Cloud Expo, Ross Brouse, COO and President of Solar VPS, will cover how cloud adoption is driven by consumerism, humanity’s need to socialize, our addiction to new gadgets and the ability of data to stay secure in a growing collaborative world. The cloud is a drug and we’re just getting hooked.
Ross Brouse is the COO and President of Solar VPS. He is a tr...May. 19, 2013 02:00 PM EDT Reads: 1,219 |
By Jeremy Geelan Organizations across the world are increasingly starting to see the benefits of moving more and more services to the cloud. The focus on the cost-saving potential of cloud is rapidly shifting to completely transforming the business with cloud. As organizations are investing enormous sums on technology they are starting to realize that in order to maximize the return on investment and accelerate the business transformation process the first area of focus should be people. By ensuring the organiza...May. 19, 2013 02:00 PM EDT Reads: 1,591 |
By Jeremy Geelan May. 19, 2013 02:00 PM EDT Reads: 2,407 |
By Jeremy Geelan May. 19, 2013 01:00 PM EDT Reads: 3,515 |
By Jeremy Geelan Our more interconnected planet is accelerating the adoption and convergence of next-generation architectures, in the form of cloud, mobile and instrumented physical assets. Organizations that can effectively balance optimization and innovation, will be in a position to leverage new systems of engagement, out maneuver their peers and achieve desired outcomes. In the Opening Keynote at 12th Cloud Expo | Cloud Expo New York, IBM GM & Next Generation Platform CTO Dr Danny Sabbah will detail the crit...May. 19, 2013 01:00 PM EDT Reads: 2,858 |
By Pat Romanski The cloud-enabled data center sits at the center of IT transformation. It facilitates the interconnection and communities that come together, propelling growth for both buyers and sellers.
In his session at the 12th International Cloud Expo, Gerry Fassig, CoreSite’s Vice President of Sales, will discuss how CoreSite is bringing together best-of-breed partners through the Open Cloud Exchange resulting in public, private, and hybrid cloud interconnection and management as well as connectivity to...May. 19, 2013 01:00 PM EDT Reads: 1,290 |
By Jeremy Geelan 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...May. 19, 2013 01:00 PM EDT Reads: 1,111 |
By Jeremy Geelan The massive computing and storage resources that are needed to support big data applications make cloud environments an ideal fit. In Nati Shalom's upcoming session at 12th Cloud Expo | Cloud Expo New York [June 10-13, 2013], you'll learn how to build your big data "database on-demand" using MongoDB, Cassandra, Solr, MySQL, or any other big data solution, as well as manage your big data application using a new open source framework called “Cloudify.” All this, on top of the OpenStack cloud. May. 19, 2013 12:00 PM EDT Reads: 2,399 |
- Cloud People: A Who's Who of Cloud Computing
- Cloud Expo New York Speaker Profile: Dave Linthicum – Cloud Technology Partners
- Cloud Expo New York: Cloud Is Changing the Economics of Business
- Cloud Expo New York Speaker Profile: Nicos Vekiarides – TwinStrata
- AMD and Adobe Collaborate on Upcoming Version of Adobe Premiere Pro Software to Enable Breakthrough Video Editing Performance Through Open Standards
- Windows Azure IaaS Reaches General Availability
- State and Local Governments Adopt Microsoft Dynamics CRM to Improve Citizen Service Delivery
- New Relic Q1 2013 Blazes Past Growth Targets and Reaches 40,000 Active Customer Accounts
- Enterasys Spotlights SDN's Impact on Traditional Networking in Upcoming Webinar
- Best CIO Practices Shared from SHI’s Customers
- Cloud Expo New York: Delivering Digital Marketing on the Cloud
- Cloud Expo New York: Deploying Hybrid Cloud for Performance and Uptime
- Cloud People: A Who's Who of Cloud Computing
- Cloud Expo New York: Best CIO Practices Shared from SHI’s Customers
- Cloud Expo New York Speaker Profile: Dave Linthicum – Cloud Technology Partners
- Cloud Expo New York Speaker Profile: Jill T. Singer – NRO
- Cloud Expo New York Speaker Profile: Greg O'Connor – AppZero
- Examining the True Cost of Big Data
- Cloud Expo New York: Cloud Is Changing the Economics of Business
- Cloud Expo New York: How to Use Google Apps Script
- Cloud Expo New York Speaker Profile: Nicos Vekiarides – TwinStrata
- Cloud Computing Bootcamp at Cloud Expo New York
- AMD and Adobe Collaborate on Upcoming Version of Adobe Premiere Pro Software to Enable Breakthrough Video Editing Performance Through Open Standards
- Windows Azure IaaS Reaches General Availability
- The Top 150 Players in Cloud Computing
- What is Cloud Computing?
- Six Benefits of Cloud Computing
- The Top 250 Players in the Cloud Computing Ecosystem
- Twenty-One Experts Define Cloud Computing
- What's the Difference Between Cloud Computing and SaaS?
- Virtualization Conference Keynote Webcast Live on SYS-CON.TV
- The Future of Cloud Computing
- A Brief History of Cloud Computing: Is the Cloud There Yet?
- GDS International: Global Warming Scam?
- Cloud Expo Europe 2009 in Prague: Themes & Topics
- Cloud Computing Expo 2009 West: Call for Papers Now Closed









Companies around the world are moving into on-premise private cloud environments. Many connect their private cloud to their public cloud service providers. In his session at 12th Cloud Expo | Cloud Expo New York [June 10-13], Brian Patrick Donaghy will talk about examples of what worked, what failed and why we should think about this evolution.
Enterprise cloud adoption revolves around pushing the BYOD movement and focusing on data security.
In his session at the 12th International Cloud Expo, Ross Brouse, COO and President of Solar VPS, will cover how cloud adoption is driven by consumerism, humanity’s need to socialize, our addiction to new gadgets and the ability of data to stay secure in a growing collaborative world. The cloud is a drug and we’re just getting hooked.
Ross Brouse is the COO and President of Solar VPS. He is a tr...
Organizations across the world are increasingly starting to see the benefits of moving more and more services to the cloud. The focus on the cost-saving potential of cloud is rapidly shifting to completely transforming the business with cloud. As organizations are investing enormous sums on technology they are starting to realize that in order to maximize the return on investment and accelerate the business transformation process the first area of focus should be people. By ensuring the organiza...
Our more interconnected planet is accelerating the adoption and convergence of next-generation architectures, in the form of cloud, mobile and instrumented physical assets. Organizations that can effectively balance optimization and innovation, will be in a position to leverage new systems of engagement, out maneuver their peers and achieve desired outcomes. In the Opening Keynote at 12th Cloud Expo | Cloud Expo New York, IBM GM & Next Generation Platform CTO Dr Danny Sabbah will detail the crit...
The cloud-enabled data center sits at the center of IT transformation. It facilitates the interconnection and communities that come together, propelling growth for both buyers and sellers.
In his session at the 12th International Cloud Expo, Gerry Fassig, CoreSite’s Vice President of Sales, will discuss how CoreSite is bringing together best-of-breed partners through the Open Cloud Exchange resulting in public, private, and hybrid cloud interconnection and management as well as connectivity to...
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...
The massive computing and storage resources that are needed to support big data applications make cloud environments an ideal fit. In Nati Shalom's upcoming session at 12th Cloud Expo | Cloud Expo New York [June 10-13, 2013], you'll learn how to build your big data "database on-demand" using MongoDB, Cassandra, Solr, MySQL, or any other big data solution, as well as manage your big data application using a new open source framework called “Cloudify.” All this, on top of the OpenStack cloud.
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...
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...
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.
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 ...













