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hunold sascha (curatore); xie biwei (curatore); shu kai (curatore) - benchmarking, measuring, and optimizing

Benchmarking, Measuring, and Optimizing 15th BenchCouncil International Symposium, Bench 2023, Sanya, China, December 3–5, 2023, Revised Selected Papers

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 02/2024
Edizione: 1st ed. 2024





Trama

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.




Sommario

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.










Altre Informazioni

ISBN:

9789819703159

Condizione: Nuovo
Collana: Lecture Notes in Computer Science
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XVI, 189 p. 78 illus., 70 illus. in color.
Pagine Arabe: 189
Pagine Romane: xvi


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