Performance Evaluation and Benchmarking
Description
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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Content
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.