03977nam 22007695 450 991098332880332120251225185102.09783031744303(electronic bk.)978303174429710.1007/978-3-031-74430-3(MiAaPQ)EBC31855470(Au-PeEL)EBL31855470(CKB)37068179500041(DE-He213)978-3-031-74430-3(EXLCZ)993706817950004120241220d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierJob Scheduling Strategies for Parallel Processing 27th International Workshop, JSSPP 2024, San Francisco, CA, USA, May 31, 2024, Revised Selected Papers /edited by Dalibor Klusáček, Julita Corbalán, Gonzalo P. Rodrigo1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (0 pages)Lecture Notes in Computer Science,1611-3349 ;14591Print version: Klusáček, Dalibor Job Scheduling Strategies for Parallel Processing Cham : Springer,c2025 9783031744297 Includes bibliographical references and index. -- Technical papers. -- Real-life HPC Workload Trace Featuring Refined Job Runtime Estimates. -- An Empirical Study of Machine Learning-based Synthetic Job Trace Generation Methods. -- Clustering Based Job Runtime Prediction for Backfilling Using Classification. -- Launchpad: Learning to Schedule Using Offline and Online RL Methods. -- Radical-Cylon: A Heterogeneous Data Pipeline for Scientific Computing. -- Evaluation of Heuristic Task-to-Thread Mapping Using Static and Dynamic Approaches. -- Challenges in parallel matrix chain multiplication. -- A node selection method for on-demand job execution with considering deadline constraints. -- Maximizing Energy Budget Utilization Using Dynamic Power Cap Control. -- Run your HPC jobs in Eco-Mode: revealing the potential of user-assisted power capping in supercomputing systems.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. The JSSPP 2024 covers several interesting problems within the resource management and scheduling domains.Lecture Notes in Computer Science,1611-3349 ;14591Software engineeringArtificial intelligenceCoding theoryInformation theoryMicroprogrammingComputer input-output equipmentLogic designSoftware EngineeringArtificial IntelligenceCoding and Information TheoryControl Structures and MicroprogrammingInput/Output and Data CommunicationsLogic DesignSoftware engineering.Artificial intelligence.Coding theory.Information theory.Microprogramming.Computer input-output equipment.Logic design.Software Engineering.Artificial Intelligence.Coding and Information Theory.Control Structures and Microprogramming.Input/Output and Data Communications.Logic Design.004.24Klusáĉek DaliborCorbalán JulitaRodrigo Gonzalo P.MiAaPQMiAaPQMiAaPQ9910983328803321Job Scheduling Strategies for Parallel Processing2569128UNINA