June 2017
Beginner to intermediate
470 pages
19h 50m
English
book
Software Architecture for Big Data and the Cloud
by Ivan Mistrik, Rami Bahsoon, Nour Ali, Maritta Heisel, Bruce Maxim
Content preview from Software Architecture for Big Data and the Cloud
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Chapter 15
A Taxonomy and Survey of Fault-Tolerant Workflow Management Systems in Cloud and Distributed Computing Environments
Deepak Poola⁎; Mohsen Amini Salehi†; Kotagiri Ramamohanarao⁎; Rajkumar Buyya⁎ ⁎The University of Melbourne, Australia†The University of Louisiana Lafayette, USA
Abstract
During the recent years, workflows have emerged as an important abstraction for collaborative research and managing complex large-scale distributed data analytics. Workflows are increasingly becoming prevalent in various distributed environments, such as clusters, grids, and clouds. These environments provide complex infrastructures that aid workflows in scaling and parallel execution of their components. However, they are prone to performance ...
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