Titlebook: Job Scheduling Strategies for Parallel Processing; 24th International W Dalibor Klusá?ek,Walfredo Cirne,Gonzalo P. Rodrigo Conference proce

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A HPC Co-scheduler with Reinforcement Learninguctural utilization data is exclusively leveraged by cluster operators, who use it to configure batch schedulers. This task is challenging and increasingly complex due to ever larger cluster scales and heterogeneity of modern scientific workflows. As a result, HPC systems achieve low utilization wit

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Performance-Cost Optimization of Moldable Scientific Workflowsoit various amounts of computer resources. However, current cluster job schedulers require the user to specify the amount of resources per task manually. This often leads to suboptimal execution time and related cost of the whole workflow execution since many users have only limited experience and k

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Temperature-Aware Energy-Optimal Scheduling of Moldable Streaming Tasks onto 2D-Mesh-Based Many-Coreputation onto a generic many-core CPU architecture with a 2D mesh geometry, where the execution voltage and frequency levels of the cores can be selected dynamically from a given set of discrete DVFS levels. We extend the Crown Scheduling technique for parallelizable tasks to temperature-aware sched

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: A Strategy for Reducing Workflow Execution Times on Batch-Scheduled Platformsorly suited to these applications. This work proposes ., a strategy for partitioning a workflow into batch jobs. The novelty is that these jobs are explicitly constructed to minimize overall workflow execution time. Experimental evaluation via simulation of production batch workloads and workflows s

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nd what sets them apart from traditional Remote Procedure Call (RPC) style Web services. The main difference is that messages typically include complex types that are defined using custom XML schema files. Message-oriented Web services are effective at executing operations, whereby the input paramet

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Dror G. Feitelsonhnology changes, the means for reporting and creating dashboards has evolved to meet the changing needs and capabilities in the market. In today’s world, the availability of services such as geographic mapping and social networking on a global scale has led to the redefining of how information is or