By Sherif Sakr
This publication presents readers the “big photograph” and a finished survey of the area of massive info processing structures. For the prior decade, the Hadoop framework has ruled the area of huge facts processing, but lately academia and have began to realize its boundaries in different program domain names and large information processing situations comparable to the large-scale processing of dependent info, graph info and streaming information. therefore, it truly is now progressively being changed by means of a suite of engines which are devoted to particular verticals (e.g. established information, graph information, and streaming data). The publication explores this new wave of structures, which it refers to as titanic info 2.0 processing systems.
After bankruptcy 1 provides the final heritage of the massive facts phenomena, bankruptcy 2 offers an outline of varied general-purpose giant information processing platforms that let their clients to enhance numerous immense info processing jobs for various software domain names. In flip, bankruptcy three examines a number of structures which were brought to aid the SQL taste on best of the Hadoop infrastructure and supply competing and scalable functionality within the processing of large-scale based info. 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 have been designed to supply scalable options for processing tremendous information streams, and on different units of platforms which were brought to help the advance of knowledge pipelines among a number of varieties of huge facts processing jobs and structures. finally, bankruptcy 6 stocks conclusions and an outlook on destiny study challenges.
Overall, the publication bargains a priceless reference consultant for college students, researchers and execs within the area of massive information processing structures. extra, its complete content material will confidently motivate readers to pursue additional learn at the subject.
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Extra info for Big Data 2.0 Processing Systems: A Survey (SpringerBriefs in Computer Science)
Big Data 2.0 Processing Systems: A Survey (SpringerBriefs in Computer Science) by Sherif Sakr