Performance Evaluation and Benchmarking for the Era of Artificial Intelligence
Springer International Publishing (Verlag)
9783030114039 (ISBN)
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.
| Erscheinungsdatum | 31.01.2019 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Programming and Software Engineering |
| Zusatzinfo | XIII, 155 p. 89 illus., 48 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 272 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Schlagworte | Applications • Artificial Intelligence • Benchmarks • Computer Architecture • Computer Science • conference proceedings • Database Management Systems • Database Performance • Databases • Decision Support Systems • Hardware • Industry standards • Informatics • Information storage and retrieval • Internet • Optimization • Performance Engineering • Performance Evaluation • Query Languages • Relational Database • Research • Software engineering • World Wide Web |
| ISBN-13 | 9783030114039 / 9783030114039 |
| Zustand | Neuware |
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