LEADER 04983nam 22006135 450 001 9910254823303321 005 20200706105457.0 010 $a3-319-55483-2 024 7 $a10.1007/978-3-319-55483-9 035 $a(CKB)3710000001127455 035 $a(DE-He213)978-3-319-55483-9 035 $a(MiAaPQ)EBC6310516 035 $a(MiAaPQ)EBC5589054 035 $a(Au-PeEL)EBL5589054 035 $a(OCoLC)981463052 035 $a(PPN)199770271 035 $a(EXLCZ)993710000001127455 100 $a20170324d2017 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aCloud Service Benchmarking $eMeasuring Quality of Cloud Services from a Client Perspective /$fby David Bermbach, Erik Wittern, Stefan Tai 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (XIV, 167 p. 25 illus., 11 illus. in color.) 311 $a3-319-55482-4 320 $aIncludes bibliographical references. 327 $aPart I: Fundamentals -- Chapter 1: Benchmarking -- Chapter 2: The Cloud -- Chapter 3: Quality -- Chapter 4: Motivations -- Part II: Benchmark Design -- Chapter 5: Design Objectives -- Chapter 6: Quality Metrics -- Chapter 7: Measurement Methods -- Chapter 8: Workloads -- Part III: Benchmark Execution -- Chapter 9: Implementation Objectives -- Chapter 10: Experiment Setup -- Chapter 11: Experiment Runtime -- Part IV: Benchmark Results -- Chapter 12: Managing Data -- Chapter 13: Gaining Insights -- Chapter 14: Leveraging Results -- Part IV: Conclusions -- Chapter 15: Case Studies -- Chapter 16: Summary & Outlook -- References. 330 $aCloud 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, Part III explores benchmark execution and implementation challenges and objectives as well as aspects like runtime monitoring and result collection. Subsequently, Part IV addresses benchmark results, covering topics such as an abstract process for turning data into insights, data preprocessing, and basic data analysis methods. Lastly, Part V concludes the book with a summary, suggestions for further reading and pointers to benchmarking tools available on the Web. The book is intended for researchers and graduate students of computer science and related subjects looking for an introduction to benchmarking cloud services, but also for industry practitioners who are interested in evaluating the quality of cloud services or who want to assess key qualities of their own implementations through cloud-based experiments. 606 $aComputer system failures 606 $aSoftware engineering 606 $aComputer communication systems 606 $aSystem Performance and Evaluation$3https://scigraph.springernature.com/ontologies/product-market-codes/I13049 606 $aSoftware Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/I14029 606 $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022 615 0$aComputer system failures. 615 0$aSoftware engineering. 615 0$aComputer communication systems. 615 14$aSystem Performance and Evaluation. 615 24$aSoftware Engineering. 615 24$aComputer Communication Networks. 676 $a004.6782 700 $aBermbach$b David$4aut$4http://id.loc.gov/vocabulary/relators/aut$01061092 702 $aWittern$b Erik$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aTai$b Stefan$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910254823303321 996 $aCloud Service Benchmarking$92517493 997 $aUNINA