Big Data // Hardware/Architectures
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10/14/2011
04:13 PM
Doug Henschen
Doug Henschen
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12 Top Big Data Analytics Players

When data grows into the tens or even hundreds of terabytes, you need a special technology to quickly make sense of it all. From Hadoop to Teradata, check out the top platform options.
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Organizations around the globe and across industries have learned that the smartest business decisions are based on fact, not gut feel. That means they're based on analysis of data, and it goes way beyond the historical information held in internal transaction systems. Internet clickstreams, sensor data, log files, mobile data rich with geospatial information, and social-network comments are among the many forms of information now pushing information stores into the big-data league above 10 terabytes.

[ Check out our updated 2014 coverage: 16 Top Big Data Analytics Platforms ]

Trouble is, conventional data warehousing deployments can't scale to crunch terabytes of data or support advanced in-database analytics. Over the last decade, massively parallel processing (MPP) platforms and column-store databases have started a revolution in data analysis. But technology keeps moving, and we're starting to see upgrades that are blurring the boundaries of known architectures. What's more, a whole movement has emerged around NoSQL (not only SQL) platforms that take on semi-structured and unstructured information.

This image gallery presents a 2011 update on what's available, with options including EMC's Greenplum appliance, Hadoop and MapReduce, HP's recently acquired Vertica platform, IBM's separate DB2-based Smart Analytic System and Netezza offerings, and Microsoft's Parallel Data Warehouse. Smaller, niche database players include Infobright, Kognitio and ParAccel. Teradata reigns at the top of the market, picking off high-end defectors from industry giant Oracle. SAP's Sybase unit continues to evolve Sybase IQ, the original column-store database. In short, there's a platform for every scale level and analytic focus, so click on to see and read more about your options.

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Paul
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Paul,
User Rank: Apprentice
6/4/2013 | 1:37:49 PM
re: 12 Top Big Data Analytics Players
For data analytics software I would recommend Caseware's IDEA software. For more information visit their UK distributors at www.auditware.co.uk
annestahl
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annestahl,
User Rank: Apprentice
11/27/2012 | 1:35:26 AM
re: 12 Top Big Data Analytics Players
We've been working with CalPont www.calpont.com - they created InfiniDB.
D. Henschen
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D. Henschen,
User Rank: Author
10/20/2011 | 3:08:15 PM
re: 12 Top Big Data Analytics Players
If there's one vendor I could add after the fact, it would be Actian (formerly Ingres). The Ingres database figures in data warehousing, but this company it pursuing high-scale analytics with its newer Vectorwise database. Gartner ranks it as a challenger and the customer ranks are growing. I hope to follow up soon with a customer case example. Also check the TCP-H rankings, as Actian says they've blown the doors off previous records. -- Doug Henschen
petertarlan
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petertarlan,
User Rank: Apprentice
10/19/2011 | 8:23:44 PM
re: 12 Top Big Data Analytics Players
Analytic's software is so important nowadays - data typically doubles every 18 months and with real-time information being requested at all times it doesn't surprise me how competitive the environment is, and thankfully there is some great software out there.

Thanks for the article

Peter

Twitter @Datalovers
Leo Regulus
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Leo Regulus,
User Rank: Apprentice
10/18/2011 | 8:14:18 PM
re: 12 Top Big Data Analytics Players
I didn't really need this article anyways. Took a look out of curiosity. Finding a 'Slide Show', I just left this note for anyone that may care, and dumped it.
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