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標(biāo)題: Titlebook: Job Scheduling Strategies for Parallel Processing; 26th Workshop, JSSPP Dalibor Klusá?ek,Julita Corbalán,Gonzalo P. Rodrig Conference proce [打印本頁]

作者: EXERT    時間: 2025-3-21 17:40
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Jason Hall,Arjun Lathi,David K. Lowenthal,Tapasya Patki
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Stragglers in?Distributed Matrix Multiplicationon reduces latency overhead by . compared to existing dynamic load-balancing solutions, where . is the number of processors. Our solution overtakes redundancy-based solutions in all parameters: arithmetic cost, bandwidth cost, latency cost, memory footprint, and the number of stragglers it can toler
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An Efficient Approach Based on?Graph Neural Networks for?Predicting Wait Time in?Job Schedulersmployed in this study. Our experiments using real historical logs confirmed that the proposed deep learning model achieved 0.3–7.9% higher prediction accuracy compared to the boosted decision tree and multi-layer perceptron models. An extensive analysis of the proposed deep learning model was perfor
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Scaling Optimal Allocation of?Cloud Resources Using Lagrange Relaxation Decomposition of the demand is achieved through the boundary analysis of a continuous relaxation of the problem. Using the metrics defined in terms of the cost and time of completion, we demonstrate excellent performance with respect to optimal solutions. Our method reduced the computational time f
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Job Scheduling Strategies for Parallel Processing978-3-031-43943-8Series ISSN 0302-9743 Series E-ISSN 1611-3349
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作者: 控制    時間: 2025-3-24 13:27
Architecture of?the?Slurm Workload Managerluster workload manager, Slurm has three key functions. First, it allocates exclusive and/or non-exclusive access to resources for some duration of time. Second, it provides a framework for starting, executing, and monitoring work on the allocated resources. Finally, it arbitrates contention for res
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Memory-Aware Latency Prediction Model for?Concurrent Kernels in?Partitionable GPUs: Simulations and?larger GPUs in every new chip generation are released. Architecturally, this implies that the clusters count of parallel processing elements embedded within a single GPU die is constantly increasing, posing novel and interesting research challenges for performance engineering in latency-sensitive sc
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An Efficient Approach Based on?Graph Neural Networks for?Predicting Wait Time in?Job Schedulersically managed by job schedulers to efficiently utilize computing resources. A possible disadvantage is that, depending on resource availability and scheduling policy, the job waits for a long time before being executed. Therefore, providing the predicted wait time for individual jobs can contribute
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0302-9743 were carefully reviewed and selected from 14 submissions. The volume contains two sections: keynote and technical papers..978-3-031-43942-1978-3-031-43943-8Series ISSN 0302-9743 Series E-ISSN 1611-3349
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0302-9743 r Parallel Processing, JSSPP 2023, held?in St. Petersburg, FL, USA, during May 19, 2023..The 8 full papers and one?keynote?paper included in this book were carefully reviewed and selected from 14 submissions. The volume contains two sections: keynote and technical papers..978-3-031-43942-1978-3-031-
作者: 一大群    時間: 2025-3-26 15:08
Conference proceedings 2023 Processing, JSSPP 2023, held?in St. Petersburg, FL, USA, during May 19, 2023..The 8 full papers and one?keynote?paper included in this book were carefully reviewed and selected from 14 submissions. The volume contains two sections: keynote and technical papers..
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The Technology War, the Magical Aeroplane, and the Shift to Photogrammetry in American Public-Sector the emphasis will be on the first moves toward replacement of tradition-laced systems of apprenticeship and tradesmanship by more technicized approaches to mapping, eventually resulting in a technology-dependent factory system staffed by cadres of skilled and specialized workers. The effects of mil
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Electro-Optical Modulators,eld. Different theoretical approaches can be used to describe electro-optic control including coupled-mode theory. Phase retardation of the guided light enables polarization splitting, optical switching, and wavelength-selective coupling. Two model–material systems, which are extensively used for E/
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Environment, Science and Societyoceeds with common indicators for land use patterns, including density, diversity, design, and accessibility measures. A land use suitability analysis is necessary in cities because of the heterogeneous nature of urban land and land use, as well as the dynamic relation among them. This chapter prese
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The effects of morphological semantics on the processing of Japanese two-kanji compound wordsompound words (M = 716 ms for LD and M = 590 ms for naming). These results were explained in the framework of the multiple-level interactive-activation model as follows. Because kanji morphemes of opposite and similar concepts are semantically activated both as morpheme units and compound word units
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