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Job Scheduling Strategies for Parallel Processing [electronic resource] : 24th International Workshop, JSSPP 2021, Virtual Event, May 21, 2021, Revised Selected Papers / edited by Dalibor Klusáček, Walfredo Cirne, Gonzalo P. Rodrigo.

Contributor(s): Klusáček, Dalibor [editor.] | Cirne, Walfredo [editor.] | Rodrigo, Gonzalo P [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Theoretical Computer Science and General Issues: 12985Publisher: Cham : Springer International Publishing : Imprint: Springer, 2021Edition: 1st ed. 2021.Description: XII, 231 p. 103 illus., 93 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030882242.Subject(s): Software engineering | Computer systems | Computers, Special purpose | Computer networks  | Microprogramming  | Logic design | Software Engineering | Computer System Implementation | Special Purpose and Application-Based Systems | Computer Communication Networks | Control Structures and Microprogramming | Logic DesignAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.1 Online resources: Click here to access online
Contents:
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.
In: Springer Nature eBookSummary: This book constitutes the thoroughly refereed post-conference proceedings of the 24th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2021, held as a virtual event in May 2021 (due to the Covid-19 pandemic). 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.
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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.

This book constitutes the thoroughly refereed post-conference proceedings of the 24th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2021, held as a virtual event in May 2021 (due to the Covid-19 pandemic). 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.

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