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Performance Evaluation and Benchmarking [electronic resource] : 13th TPC Technology Conference, TPCTC 2021, Copenhagen, Denmark, August 20, 2021, Revised Selected Papers / edited by Raghunath Nambiar, Meikel Poess.

Contributor(s): Nambiar, Raghunath [editor.] | Poess, Meikel [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Programming and Software Engineering: 13169Publisher: Cham : Springer International Publishing : Imprint: Springer, 2022Edition: 1st ed. 2022.Description: XI, 151 p. 56 illus., 37 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030944377.Subject(s): Electronic digital computers -- Evaluation | Information storage and retrieval systems | Software engineering | Electronic data processing -- Management | System Performance and Evaluation | Information Storage and Retrieval | Software Engineering | IT OperationsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 004.24 Online resources: Click here to access online
Contents:
A YCSB Workload for Benchmarking Hotspot Object Behaviour in NoSQL Databases -- IoTDataBench: Extending TPCx-IoT for Compression and Scalability -- EvoBench: Benchmarking Schema Evolution in NoSQL -- Everyone is a Winner: Interpreting MLPerf Inference Benchmark Results -- CH2: A Hybrid Operational/Analytical Processing Benchmark for NoSQL -- Orchestrating DBMS Benchmarking in the Cloud with Kubernetes -- A Survey On Big Data, HPC and Machine Learning Benchmarks -- Tell-tale tails: Pitfalls and Perils in Database Benchmarking -- Quantifying Cloud Data Analytic Platform Scalability with Extended TPC-DS Benchmark.
In: Springer Nature eBookSummary: This book constitutes the refereed post-conference proceedings of the 13th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2021, held in August 2021. The 9 papers presented were carefully reviewed and selected from numerous submissions. The TPC encourages researchers and industry experts to present and debate novel ideas and methodologies in performance evaluation, measurement, and characterization.
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A YCSB Workload for Benchmarking Hotspot Object Behaviour in NoSQL Databases -- IoTDataBench: Extending TPCx-IoT for Compression and Scalability -- EvoBench: Benchmarking Schema Evolution in NoSQL -- Everyone is a Winner: Interpreting MLPerf Inference Benchmark Results -- CH2: A Hybrid Operational/Analytical Processing Benchmark for NoSQL -- Orchestrating DBMS Benchmarking in the Cloud with Kubernetes -- A Survey On Big Data, HPC and Machine Learning Benchmarks -- Tell-tale tails: Pitfalls and Perils in Database Benchmarking -- Quantifying Cloud Data Analytic Platform Scalability with Extended TPC-DS Benchmark.

This book constitutes the refereed post-conference proceedings of the 13th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2021, held in August 2021. The 9 papers presented were carefully reviewed and selected from numerous submissions. The TPC encourages researchers and industry experts to present and debate novel ideas and methodologies in performance evaluation, measurement, and characterization.

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