Job Scheduling Strategies for Parallel Processing
Springer International Publishing (Verlag)
978-3-030-88223-5 (ISBN)
The 10 revised full papers presented were carefully reviewed and selected from 17 submissions. In addition to this, one keynote paper was included in the workshop. The volume contains two sections: Open Scheduling Problems and Proposals and Technical Papers. The papers cover such topics as parallel computing, distributed systems, workload modeling, performance optimization, and others.
Keynote.- Resampling with Feedback: A New Paradigm of Using Workload Data for Performance Evaluation.- Open Scheduling Problems and Proposals.- Collection of Job Scheduling Prediction Methods.- Modular Workload Format: extending SWF for modular systems.- Technical Papers.- Measurement and Modeling of Performance of HPC Applications towards Overcommitting Scheduling Systems.- Scheduling Microservice Containers on Large Core Machines through Placement and Coalescing.- Learning-based Approaches to Estimate Job Wait Time in HTC Datacenters.- A HPC Co-Scheduler with Reinforcement Learning.- Performance-Cost Optimization of Moldable Scientific Workflows.- Temperature-Aware Energy-Optimal Scheduling of Moldable Streaming Tasks onto 2D-Mesh-Based Many-Core CPUs with DVFS.- Scheduling Challenges for Variable Capacity Resources.- GLUME: A Strategy for Reducing Workflow Execution Times on Batch-Scheduled Platforms.
| Erscheinungsdatum | 07.10.2021 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XII, 231 p. 103 illus., 93 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 379 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Betriebssysteme / Server |
| Mathematik / Informatik ► Informatik ► Software Entwicklung | |
| Schlagworte | Applications • Artificial Intelligence • Cloud Computing • Computer Hardware • Computer Networks • computer programming • Computer Science • Computer systems • computing resource • conference proceedings • distributed computer systems • Distributed Systems • Engineering • grid computing • Informatics • Internet • Job Scheduling • machine learning • Microprocessor chips • Network Protocols • Parallel Architectures • parallel processing systems • Processors • Research |
| ISBN-10 | 3-030-88223-3 / 3030882233 |
| ISBN-13 | 978-3-030-88223-5 / 9783030882235 |
| Zustand | Neuware |
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