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Systems simulation and modeling for cloud computing and big data applications

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Systems simulation and modeling for cloud computing and big data applications/ edited by J. Dinesh Peter and Steven L. Fernandes.
other author:	Peter, J. Dinesh.
Published:	London :Academic Press, : 2020.,
Description:	1 online resource.
Notes:	Includes index.
Subject:	Computer simulation. -
Online resource:	https://www.sciencedirect.com/science/book/9780128197790
ISBN:	9780128197806 (electronic bk.)

Systems simulation and modeling for cloud computing and big data applications
Systems simulation and modeling for cloud computing and big data applications[electronic resource] /edited by J. Dinesh Peter and Steven L. Fernandes. - London :Academic Press,2020. - 1 online resource. - Advances in ubiquitous sensing applications for healthcare. - Advances in ubiquitous sensing applications for healthcare..

Includes index.

Includes bibliographical references and index.

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.

ISBN: 9780128197806 (electronic bk.)Subjects--Topical Terms:

560190
Computer simulation.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: QA76.9.C65 / S97 2020

Dewey Class. No.: 003.3

Systems simulation and modeling for cloud computing and big data applications
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020 $a 9780128197790
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245 0 0 $a Systems simulation and modeling for cloud computing and big data applications $h [electronic resource] / $c edited by J. Dinesh Peter and Steven L. Fernandes.
260 $a London : $b Academic Press, $c 2020.
300 $a 1 online resource.
490 1 $a Advances in ubiquitous sensing applications for healthcare
500 $a Includes index.
504 $a Includes bibliographical references and index.
520 $a 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.
650 0 $a Computer simulation. $3 560190
650 0 $a Cloud computing. $3 716205
650 0 $a Big data. $3 981821
655 4 $a Electronic books. $2 local $3 554714
700 1 $a Peter, J. Dinesh. $3 1062823
700 1 $a Fernandes, Steven L. $3 1343378
830 0 $a Advances in ubiquitous sensing applications for healthcare. $3 1343379
856 4 0 $u https://www.sciencedirect.com/science/book/9780128197790