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Efficient Failure Recovery in Large-scale Graph Processing Systems

 

Marketed By :  Scholars' Press   Sold By :  Kamal Books International  
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  • Product Description
 

Wide range of applications in Machine Learning and Data Mining (MLDM) area have increasing demand on utilizing distributed environments to solve certain problems. It naturally results in the urgent requirements on how to ensure the reliability of large-scale graph processing systems. In such scenarios, machine failures are no longer uncommon incidents. Traditional rollback recovery in distributed systems has been studied in various forms by a wide range of researchers and engineers. There are plenty of algorithms invented in the research community, but not many of them are actually applied in real systems. In this book, we proposed two failure recovery mechanisms specially designed for large-scale graph processing systems. To better facilitate the recovery process without bringing in too much overhead during the normal execution of the large-scale distributed systems, our mechanisms are designed based on an in-depth investigation of the characteristics of large-scale graph processing systems and their applications.

Product Specifications
SKU :COC59428
AuthorYijin Wu
LanguageEnglish
BindingPaperback
Number of Pages88
Publishing Year19.06.2014
ISBN9783639719048
Edition1 st
Book TypeComputing & information technology
Country of ManufactureIndia
Product BrandScholars' Press
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-08-05 00:00:00