Big Data 2.0 Processing Systems: A Survey (SpringerBriefs in by Sherif Sakr

By Sherif Sakr

This publication presents readers the “big photo” and a entire survey of the area of huge information processing platforms. For the previous decade, the Hadoop framework has ruled the realm of huge facts processing, but lately academia and have began to realize its barriers in different program domain names and massive information processing situations resembling the large-scale processing of established info, graph info and streaming facts. therefore, it's now progressively being changed via a suite of engines which are devoted to particular verticals (e.g. dependent info, graph facts, and streaming data). The booklet explores this new wave of structures, which it refers to as mammoth info 2.0 processing systems.

After bankruptcy 1 provides the overall history of the large info phenomena, bankruptcy 2 offers an outline of assorted general-purpose titanic info processing platforms that let their clients to improve a variety of mammoth facts processing jobs for various program domain names. In flip, bankruptcy three examines a variety of platforms which have been brought to aid the SQL taste on most sensible of the Hadoop infrastructure and supply competing and scalable functionality within the processing of large-scale dependent facts. bankruptcy four discusses numerous structures which were designed to take on the matter of large-scale graph processing, whereas the focus of bankruptcy five is on numerous structures which were designed to supply scalable strategies for processing significant info streams, and on different units of platforms which have been brought to aid the advance of knowledge pipelines among a variety of different types of titanic facts processing jobs and platforms. finally, bankruptcy 6 stocks conclusions and an outlook on destiny learn challenges.

Overall, the ebook deals a beneficial reference consultant for college students, researchers and pros within the area of massive information processing platforms. extra, its finished content material will expectantly inspire readers to pursue additional learn at the subject.

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