Job Scheduling Strategies for Parallel Processing: Lecture Notes in Computer Science, cartea 14591
Editat de Dalibor Klusá¿ek, Julita Corbalán, Gonzalo P. Rodrigoen Limba Engleză Paperback – 21 dec 2024
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Specificații
ISBN-13: 9783031744297
ISBN-10: 3031744292
Pagini: 212
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.33 kg
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science
ISBN-10: 3031744292
Pagini: 212
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.33 kg
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science
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Cuprins
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.