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The World Of BigData
Aditya Yadav & Associates, Nov 2011, Pages: 90+
AY&A is a front runner in the field of BigData Consulting to Global Companies since 2006 other than the likes of Google, Microsoft, Yahoo, Amazon, Linkedin etc. which have been doing this for more than a decade now. Google has traditionally been acknowledged as the company which released its BigData Systems knowhow to the public over the years through research papers which then have been implemented by others and released to open source. Till date some of the biggest BigData systems have been implemented at Internet Scale Companies. Only in the last 2-3 years have these technologies being making their way to other companies and enterprises. The latter in the last 1 year mostly.
While everyone is trying to capitalize on the phenomenon, AY&A believes through its various consulting engagements that even the Global companies lack a structured approach. The World Of BigData report presents a comprehensive and structured look at BigData from both a Business and Technology perspective, with learning's from global AY&A Consulting Engagements involving BigData Advisory and Strategy.
This report is targeted towards companies contemplating adopting BigData tools as well as companies interested in creating BigData offerings. This report doesn't include detailed Bigdata Vendor Analysis which will be separate reports, one per vendor to be released later or provided on request.
This report starts with a working baseline definition of Hadoop. Then answers the reasons to choose Hadoop and when not to choose Hadoop. It presents Data & Compute Economics calculations comparing Hadoop with other Appliances from leading vendors. It also covers a summary and comparison with about half a dozen Traditional Analytics systems. For the business leaders wanting to know the kind of infrastructure it takes to do BigData the report outlines the kind of setups used at Internet Companies for BigData. The report then covers the Cloudera Hadoop Stack and the upcoming features of Next Generation of Hadoop. It then covers other variations of Hadoop and other proprietary Flavours of Hadoop, and other Technology Options besides Hadoop. It then summarizes offerings from the Top players in the Hadoop Consulting space. It then moves onto cover the top applications of Hadoop in the domain of Finance.
Typically BigData systems utilize NoSQL and other Internet Scale Technologies along with Hadoop. So in the second half of the report that gets covered. Starting with a working baseline definition of NoSQL and typical use cases of NoSQL and its characteristics. It then gives a 10,000 feet overview of the NoSQL ecosystem and other Internet Scale Technologies to look at while creating a BigData setup. It then covers the limitations of RDBMS, a quick comparison of RDBMs and NoSQL performance. Design principles of NoSQL, and Graph Databases. It then ends by outlining a typical BigData Project Structure and providing Macro & Micro AY&A Opinion on BigData.
This report should by itself provide a base for Strategists to create a Goto BigData Strategy. Or if you are already in the game it can be used to revalidate a BigData Strategy before its too late and Capital Investments have been committed. Consulting firms have used pre-release drafts of this report to structure their Consulting offerings. This report is applicable at any scale or geography from Startups to Global Fortune 500 companies and across the Developed and Emerging Markets. Further Vendor Analysis Reports from AY&A can then be used to operationalize the strategy.
If the customers need further assistance Aditya Yadav & Associates would be able to setup a consulting/advisory engagement.
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