Benchmarking, Measuring, and Optimizing

This book LNCS 15519 constitutes the refereed proceedings of the 16th BenchCouncil International Symposium on Benchmarking, Measuring, and Optimizing, Bench 2024, held in Guangzhou, China, during December 46, 2024.

The 8 full papers were carefully reviewed and selected fom 10 submissions. They focus on latest innovations in benchmarking science and engineering across multiple disciplines, including benchmark and standard specifications, implementations, and validations.

Inhalt

LWMEval Evaluating Large Scale Neural Networks for SixHour Weather Nowcasting.- DNN schedule A Predictive Scheduler for Minimizing Interference of Co-located DNN Workload.- Benchmarking Distributed Transactional Database Systems.- Benchmarking Edge Computing Systems for Autonomous Vehicles via CAV Motifs.- CaloBench A Benchmark Study of Generative Models for Calorimeter Showers.- StockNNEval Evaluating Neural Network Methods for Predicting Stock Trend.- StellarTop An Integrated Multi Topic Dataset on GitHub Repositories.- Evaluating Kernel Anti Exploitation Capabilities A Scalable and General Framework Based on Evaluatology.