Benchmarking, Measuring, and Optimizing

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.