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Performance Evaluation and Benchmarking [electronic resource] : 14th TPC Technology Conference, TPCTC 2022, Sydney, NSW, Australia, September 5, 2022, Revised Selected Papers /

Contributor(s): Material type: TextTextSeries: Lecture Notes in Computer Science ; 13860Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2023Edition: 1st ed. 2023Description: IX, 149 p. 57 illus., 40 illus. in color. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783031295768
Subject(s): Additional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification:
  • 004 23
LOC classification:
  • QA75.5-76.95
Online resources:
Contents:
Pick and Mix Isolation Levels: Mixed Serialization Graph Testing -- BODS: A Benchmark on Data Sortedness -- Disaggregated Database Management Systems (Panel) -- TPCx-AI on NVIDIA Jetson -- More the Merrier: Comparative evaluation of TPCx-AI and MLPerf Benchmarks for AI -- Preliminary Scaling Characterization with TPCx-AI -- 4mbench: Performance Benchmark of Manufacturing Business Database -- Benchmarking considerations for Trustworthy and Responsible AI (Panel) -- TPCx-AI: First Adopter's Experience Report -- New Initiatives in the TPC.
In: Springer Nature eBookSummary: This book constitutes the refereed post-conference proceedings the 14th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2022, which was held in Sydney, NSW, Australia, on September 5, 2022. The 5 revised full papers presented were carefully selected from 12 submissions. The conference focuses on Pick and Mix Isolation Levels; Benchmarking considerations for Trustworthy and Responsible AI (Panel); Preliminary Scaling Characterization with TPCx-AI and New Initiatives. .
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Pick and Mix Isolation Levels: Mixed Serialization Graph Testing -- BODS: A Benchmark on Data Sortedness -- Disaggregated Database Management Systems (Panel) -- TPCx-AI on NVIDIA Jetson -- More the Merrier: Comparative evaluation of TPCx-AI and MLPerf Benchmarks for AI -- Preliminary Scaling Characterization with TPCx-AI -- 4mbench: Performance Benchmark of Manufacturing Business Database -- Benchmarking considerations for Trustworthy and Responsible AI (Panel) -- TPCx-AI: First Adopter's Experience Report -- New Initiatives in the TPC.

This book constitutes the refereed post-conference proceedings the 14th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2022, which was held in Sydney, NSW, Australia, on September 5, 2022. The 5 revised full papers presented were carefully selected from 12 submissions. The conference focuses on Pick and Mix Isolation Levels; Benchmarking considerations for Trustworthy and Responsible AI (Panel); Preliminary Scaling Characterization with TPCx-AI and New Initiatives. .

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