Systems Simulation and Modeling for Cloud Computing and Big Data Applications
Paperback 182 pages English February 27, 2020
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Academic Press
Systems Simulation and Modeling for Cloud Computing and Big Data Applications
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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.
- Author:
- Dinesh Peter|Steven Fernandes
- Publisher:
- Academic Press
- Publication Date:
- February 27, 2020
- Number of pages:
- 182 pages
- Language:
- English
- Binding:
- Paperback
- ISBN-10:
- 012819779X
- ISBN-13:
- 9780128197790