Title | Performance Evaluation and Benchmarking for the Era of Artificial Intelligence [electronic resource] : 10th TPC Technology Conference, TPCTC 2018, Rio de Janeiro, Brazil, August 27–31, 2018, Revised Selected Papers / edited by Raghunath Nambiar, Meikel Poess |
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Imprint | Cham : Springer International Publishing : Imprint: Springer, 2019 |
Edition | 1st ed. 2019 |
Connect to | https://doi.org/10.1007/978-3-030-11404-6 |
Descript | XIII, 155 p. 89 illus., 48 illus. in color. online resource |
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