Benchmarking, Measuring, and Optimizing: 15th Benchcouncil International Symposium, Bench 2023, Sanya, China, December 3-5, 2023, Revised Selected Pap (Paperback, 2024)

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 forMolecular 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 GenerationCombining Statistical Modeling and?Autoregressive Analysis.-?Automated HPC Workload Generation?Combining Statistical Modeling and?Autoregressive Analysis.