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Job Scheduling Strategies for Parallel Processing de Dalibor Klusá¿ek

Job Scheduling Strategies for Parallel Processing: Lecture Notes in Computer Science

Editat de Dalibor Klusá¿ek, Julita Corbalán, Gonzalo P. Rodrigo
en Limba Engleză Paperback – 21 dec 2024
This book constitutes the refereed proceedings of the 27th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2024, held in San Francisco, CA, USA, on May 31, 2024. The 10 full papers included in this book were carefully reviewed and selected from 15 submissions.
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Specificații

ISBN-13: 9783031744297
ISBN-10: 3031744292
Pagini: 212
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.33 kg
Editura: Springer
Seria Lecture Notes in Computer Science

Cuprins

Architecture of the Slurm Workload Manager.- Asynchronous Execution of Heterogeneous Tasks in ML-driven HPC Workflows.- Memory-Aware Latency Prediction Model for Concurrent Kernels in Partitionable GPUs: Simulations and Experiments.- Stragglers in Distributed Matrix Multiplication.- Optimization Metrics for the Evaluation of Batch Schedulers in HPC.- An experimental analysis of regression-obtained HPC scheduling heuristics.- An efficient approach based on graph neural networks for predicting wait time in job schedulers.- Evaluating the Potential of Coscheduling on High-Performance Computing Systems.- Scaling Optimal Allocation of Cloud Resources Using Lagrange Relaxation.