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Titlebook: Cloud Service Benchmarking; Measuring Quality of David Bermbach,Erik Wittern,Stefan Tai Textbook 2017 Springer International Publishing AG

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书目名称Cloud Service Benchmarking
副标题Measuring Quality of
编辑David Bermbach,Erik Wittern,Stefan Tai
视频video
概述Provides an introduction to benchmarking in the cloud for academics and advanced industry professionals alike.Guides readers step-by-step through the process of designing, implementing and executing a
图书封面Titlebook: Cloud Service Benchmarking; Measuring Quality of David Bermbach,Erik Wittern,Stefan Tai Textbook 2017 Springer International Publishing AG
描述.Cloud service benchmarking can provide important, sometimes surprising insights into the quality of services and leads to a more quality-driven design and engineering of complex software architectures that use such services. Starting with a broad introduction to the field, this book guides readers step-by-step through the process of designing, implementing and executing a cloud service benchmark, as well as understanding and dealing with its results. It covers all aspects of cloud service benchmarking, i.e., both benchmarking the cloud and benchmarking in the cloud, at a basic level..The book is divided into five parts: Part I discusses what cloud benchmarking is, provides an overview of cloud services and their key properties, and describes the notion of a cloud system and cloud-service quality. It also addresses the benchmarking lifecycle and the motivations behind running benchmarks in particular phases of an application lifecycle. Part II then focuses on benchmark design by discussing key objectives (e.g., repeatability, fairness, or understandability) and defining metrics and measurement methods, and by giving advice on developing own measurement methods and metrics. Next, Pa
出版日期Textbook 2017
关键词Cloud Computing; Software performance; Benchmarks; Software quality; Experimentation; Data analysis
版次1
doihttps://doi.org/10.1007/978-3-319-55483-9
isbn_softcover978-3-319-85672-8
isbn_ebook978-3-319-55483-9
copyrightSpringer International Publishing AG 2017
The information of publication is updating

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书目名称Cloud Service Benchmarking被引频次学科排名




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Motivations aims to measure. In this chapter, we focus on the different motivations for cloud service benchmarking, including SLA management, continuous quality improvement, and organizational process proficiency. Depending on the motivation, benchmarking will be used in different phases of an application life
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Design Objectives design effective cloud service benchmarks. In this chapter, we introduce the traditional key objectives of benchmark design, e.g., reproducibility, fairness, or understandability, and discuss why they are important. We then describe how these objectives need to change in the context of cloud servic
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Workloadsives from chapter 5. When using these methods to gain measurement data, we will need to generate stress for the system under test. This stress is typically referred to as workload for most system qualities. In this chapter, we will, hence, give an overview of the basic principles behind workload des
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Turning Data into Insightsg data, which to some degree co-occurs with benchmark execution. We now shift our focus on what to do with the resulting data. In this chapter, we start by introducing the general process for gaining insights from benchmarking data through preprocessing and analysis. We differentiate two fundamental
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