Description
Performance Evaluation and Benchmarking for the Era of Artificial Intelligence, 1st ed. 2019
10th TPC Technology Conference, TPCTC 2018, Rio de Janeiro, Brazil, August 27-31, 2018, Revised Selected Papers
Programming and Software Engineering Series
Coordinators: Nambiar Raghunath, Poess Meikel
Language: English
Subject for Performance Evaluation and Benchmarking for the Era of...:
Keywords
artificial intelligence; benchmarks; computer architecture; database management systems; database performance; databases; decision support systems; hardware; industry standards; information storage and retrieval; internet; optimization; performance engineering; performance evaluation; query languages; relational database; software engineering; World Wide Web
Support: Print on demand
Description
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The 10 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.
UniBench: A Benchmark for Multi-Model Database Management Systems.- PolyBench: The First Benchmark for Polystores.- Benchmarking Distributed Data Processing Systems for Machine Learning Workloads.- Characterizing the Performance and Resilience of HCI clusters with the TPCx-HCI Benchmark.- Requirements for an Enterprise AI Benchmark.- Requirements for an Enterprise AI Benchmark.- A Comparison of Two Cache Augmented SQL Architectures.- Benchmarking and Performance.- Data Consistency Properties of Document Store as a Service (DSaaS).- Lessons Learned from Performance Benchmarking of TPC-DS using Transwarp with Cisco UCS.
