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_aBenchmarking, Measuring, and Optimizing _h[electronic resource] : _b15th BenchCouncil International Symposium, Bench 2023, Sanya, China, December 3-5, 2023, Revised Selected Papers / _cedited by Sascha Hunold, Biwei Xie, Kai Shu. |
| 250 | _a1st ed. 2024. | ||
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_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2024. |
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_aXVI, 189 p. 78 illus., 70 illus. in color. _bonline resource. |
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_aLecture Notes in Computer Science, _x1611-3349 ; _v14521 |
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| 505 | 0 | _aICBench: Benchmarking Knowledge Mastery in Introductory Computer Science Education -- Generating High Dimensional Test Data for Topological Data Analysis -- Does AI for Science Need Another ImageNet or Totally Different Benchmarks? A Case Study of Machine Learning Force Fields -- MolBench: A Benchmark of AI Models for Molecular Property Prediction -- Cross-Layer Profiling of IoTBench -- MMDBench: A Benchmark for Hybrid Query in Multimodal Database -- Benchmarking Modern Databases for Storing and Profiling Very Large Scale HPC Communication Data -- A Linear Combination-based Method to Construct Proxy Benchmarks for Big Data Workloads -- AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models -- Automated HPC Workload Generation Combining Statistical Modeling and Autoregressive Analysis -- Automated HPC Workload Generation Combining Statistical Modeling and Autoregressive Analysis. | |
| 520 | _aThis book constitutes the refereed proceedings of the 14th BenchCouncil International Symposium on Benchmarking, Measuring, and Optimizing, Bench 2023, held in Sanya, China, during December 3-5, 2023. The 11 full papers included in this book were carefully reviewed and selected from 20 submissions. The Bench symposium invites papers that exhibit three defining characteristics: (1) It provides a high-quality, single-track forum for presenting results and discussing ideas that further the knowledge and understanding of the benchmark community; (2) It is a multi-disciplinary conference, attracting researchers and practitioners from different communities, including architecture, systems, algorithms, and applications; (3) The program features both invited and contributed talks. | ||
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_aHunold, Sascha. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _999417 |
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_aXie, Biwei. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _999418 |
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_aShu, Kai. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _999420 |
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