Systems Simulation and Modeling for Cloud Computing and Big Data Applications Paperback / softback

Edited by Dinesh (Associate Professor, Department of Computer Sciences Technology, Karunya University, Peter, Steven L. (Post-Doctoral Researcher, Department of Electrical and Computer Engineering, U Fernandes

Part of the Advances in ubiquitous sensing applications for healthcare series

Paperback / softback

Available to Order - This title is available to order, with delivery expected within 2 weeks

Description

Systems Simulation and Modelling for Cloud Computing and Big Data Applications provides readers with the most current approaches to solving problems through the use of models and simulations, presenting SSM based approaches to performance testing and benchmarking that offer significant advantages.

For example, multiple big data and cloud application developers and researchers can perform tests in a controllable and repeatable manner.

Inspired by the need to analyze the performance of different big data processing and cloud frameworks, researchers have introduced several benchmarks, including BigDataBench, BigBench, HiBench, PigMix, CloudSuite and GridMix, which are all covered in this book. Despite the substantial progress, the research community still needs a holistic, comprehensive big data SSM to use in almost every scientific and engineering discipline involving multidisciplinary research.

SSM develops frameworks that are applicable across disciplines to develop benchmarking tools that are useful in solutions development.