Job Scheduling Strategies for Parallel Processing

26th Workshop, JSSPP 2023, St. Petersburg, FL, USA, May 19, 2023, Revised Selected Papers

Dalibor Klusáček, Julita Corbalán, Gonzalo P. Rodrigo (Herausgeber)

Buch | Softcover

IX, 193 Seiten

2023 | 1st ed. 2023
Springer International Publishing (Verlag)
9783031439421 (ISBN)

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This book constitutes the thoroughly refereed post-conference proceedings of the 26th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2023, held in St. Petersburg, FL, USA, during May 19, 2023.

The 8 full papers and one keynote paper included in this book were carefully reviewed and selected from 14 submissions. The volume contains two sections: keynote and technical papers.

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.

Erscheinungsdatum	16.09.2023
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	IX, 193 p. 66 illus., 57 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	326 g
Themenwelt	Mathematik / Informatik ► Informatik ► Software Entwicklung
Schlagworte	Artificial Intelligence • Cloud Computing • communication channels (information theory) • Communication Systems • Computer Networks • distributed computer systems • grid computing • HPC • Job Scheduling • Microprocessor chips • Parallel Architectures • parallel processing systems • Processors • program compilers • Programming Languages • Signal Processing • Telecommunication Systems
ISBN-13	9783031439421 / 9783031439421
Zustand	Neuware