Job Scheduling Strategies for Parallel Processing
26th Workshop, JSSPP 2023, St. Petersburg, FL, USA, May 19, 2023, Revised Selected Papers
Seiten
2023
|
1st ed. 2023
Springer International Publishing (Verlag)
978-3-031-43942-1 (ISBN)
Springer International Publishing (Verlag)
978-3-031-43942-1 (ISBN)
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.
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-10 | 3-031-43942-2 / 3031439422 |
| ISBN-13 | 978-3-031-43942-1 / 9783031439421 |
| Zustand | Neuware |
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