Benchmarking, Measuring, and Optimizing  15th BenchCouncil International Symposium, Bench 2023, Sanya, China, December 3-5, 2023, Revised Selected Papers /  [electronic resource] : 
edited by Sascha Hunold, Biwei Xie, Kai Shu. 
 - 1st ed. 2024. 
 - XVI, 189 p. 78 illus., 70 illus. in color.  online resource. 
 - Lecture Notes in Computer Science,  14521  1611-3349 ; .
 - Lecture Notes in Computer Science,  14521 .
<br/><br/>ICBench: 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. 
<br/><br/> This 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. 
<br/><br/><label>ISBN: </label>9789819703166 
<br/><br/><label>Standard No.: </label>10.1007/978-981-97-0316-6  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Application software.<br/>Computer and Information Systems Applications.
<br/><br/><label>LC Class. No.: </label>QA76.76.A65 
<br/><br/><label>Dewey Class. No.: </label>005.3