Language: English
Published by Elsevier Science Publishing Co Inc, 2020
ISBN 10: 012819779X ISBN 13: 9780128197790
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Language: English
Published by Elsevier Science Publishing Co Inc, US, 2020
ISBN 10: 012819779X ISBN 13: 9780128197790
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Add to basketPaperback. Condition: New. 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.
Language: English
Published by Elsevier Science Publishing Co Inc, 2020
ISBN 10: 012819779X ISBN 13: 9780128197790
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Condition: Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | Keine Beschreibung verfügbar.
Language: English
Published by Elsevier Science Publishing Co Inc, 2020
ISBN 10: 012819779X ISBN 13: 9780128197790
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Condition: New. Examines the methodology and requirements of benchmarking big data and cloud computing tools, advances in big data frameworks and benchmarks for large-scale data analytics, and frameworks for benchmarking and predictive analytics in big data deploy.
Language: English
Published by Elsevier Science Publishing Co Inc, US, 2020
ISBN 10: 012819779X ISBN 13: 9780128197790
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Add to basketPaperback. Condition: New. 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.
Language: English
Published by ACADEMIC PRESS Feb 2020, 2020
ISBN 10: 012819779X ISBN 13: 9780128197790
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Language: English
Published by Elsevier Science Publishing Co Inc, 2020
ISBN 10: 012819779X ISBN 13: 9780128197790
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