A Robust Schedule-time Aggressive Strategy for Moldable Scheduling of Parallel Jobs PDF Download

Author: Sudha Srinivasan
Publisher:
ISBN:
Category :
Languages : en
Pages : 190

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Author: Dror G. Feitelson
Publisher: Springer
ISBN: 3540361804
Category : Computers
Languages : en
Pages : 242

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Book Description
This book constitutes the thoroughly refereed post-proceedings of the 8th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2002, held in conjunction with HPDC-11 and FFG-5 in Edinburgh, Scotland in July 2002. The 12 revised full papers presented were carefully reviewed and selected during two rounds of reviewing and revision; they present state-of-the-art research results in the area with emphasis on classical massively parallel processing scheduling, in particular backfilling, and on scheduling in the context of grid computing.

Author: Dror Feitelson
Publisher: Springer
ISBN: 3540316175
Category : Computers
Languages : en
Pages : 290

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Author: Dror Feitelson
Publisher: Springer Science & Business Media
ISBN: 354031024X
Category : Business & Economics
Languages : en
Pages : 290

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Book Description
This book constitutes the thoroughly refereed postproceedings of the 11th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2005, held in Cambridge, MA, USA in June 2005 in conjunction with the 19th ACM International Conference on Supercomputing (ICS 2005). The 13 revised full research papers presented went through two rounds of reviewing and improvement. The papers in this volume cover a wide range of parallel architectures, from distributed grids, through clusters, to massively-parallel supercomputers. They are organized in topical sections on modeling and workloads, implementations and deployments, grid scheduling, as well as evaluation and metrics.

Author: Arun Rajan
Publisher:
ISBN:
Category :
Languages : en
Pages : 90

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Author: Eitan Frachtenberg
Publisher: Springer
ISBN: 3540710353
Category : Computers
Languages : en
Pages : 263

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Book Description
This book constitutes the thoroughly refereed post-proceedings of the 12th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2006, held in Saint-Malo, France in June 2006 in conjunction with the Joint International Conference on Measurement and Modeling of Computer Systems SIGMETRICS/Performance 2006. The 12 revised full research papers cover all current issues of job scheduling strategies for parallel processing.

Author: Dalibor Klusáček
Publisher: Springer Nature
ISBN: 3030882241
Category : Computers
Languages : en
Pages : 238

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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.

Author: Gerald M. Sabin
Publisher:
ISBN:
Category : Computer scheduling
Languages : en
Pages : 417

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Abstract: Job scheduling has been an active area of research for many years. Most modern schedulers implement a form of space shared scheduling known as backfilling. Backfilling is a technique used to allow jobs to start out of order, which results in higher utilization and lower average turnaround times. An area that has not been addressed is the impact of these backfilling schemes on the fairness of jobs and users. It is of interest to quantify and study the impact of backfilling on various fairness metrics. Sociology, computer networking and operations research provide evidence of the importance of fairness in queuing disciplines. Currently, there is no accepted model for characterizing fairness in parallel job scheduling. We introduce two types of fairness metrics intended for parallel job schedulers, both of which are based on models from sociology, networking, and/or operations research. The first metric type is motivated by social justice, where serving using in arrival order is considered fair. Therefore, the metric attempts to measure the deviation from arrival order. The second metric type is based on resource equality and compares the resources consumed by a job with the resources deserved by the job. These metrics are orthogonal to traditional metrics, such as turnaround time and utilization. To this end, we develop and introduce fairness metrics which are as independent as possible from current metrics such as utilization and turnaround time. The intent of the fairness metrics is to evaluate how fairly jobs or users are treated, in contrast to the quality of the generated schedule. Further, we plan to use these metrics to study the unfairness of backfilling strategies that have been proposed (and possibly implemented) by past job scheduling research and (where feasible) suggest changes to these strategies to improve fairness. The metrics are used to investigate a new moldable scheduler. An iterative moldable scheduler is introduced and compared to other moldable scheduling algorithms. The metrics are also used to evaluate the Ross/CPlant supercomputer from Sandia National Laboratory. The metrics provide insight to scheduling policy that would provide acceptable fairness to the community.

Author: Eitan Frachtenberg
Publisher: Springer Science & Business Media
ISBN: 3540786988
Category : Computers
Languages : en
Pages : 195

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Book Description
This book constitutes the thoroughly refereed post-workshop proceedings of the 13th International Workshop on Job Scheduling Strategies for Parallel Processing, JSSPP 2007, held in Seattle, WA, USA, in June 2007, in conjunction with the 21st ACM International Conference on Supercomputing, ICS 2007. The 10 revised full research papers presented went through the process of strict reviewing and subsequent improvement. The papers cover all current issues of job scheduling strategies for parallel processing from the supercomputer-centric viewpoint but also address many nontraditional high-performance computing and parallel environments that cannot or need not access a traditional supercomputer, such as grids, Web services, and commodity parallel computers. The papers are organized in topical sections on performance and tools, queueing systems, as well as grid and heterogeneous architectures.

Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 0309459575
Category : Medical
Languages : en
Pages : 483

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Book Description
Drug overdose, driven largely by overdose related to the use of opioids, is now the leading cause of unintentional injury death in the United States. The ongoing opioid crisis lies at the intersection of two public health challenges: reducing the burden of suffering from pain and containing the rising toll of the harms that can arise from the use of opioid medications. Chronic pain and opioid use disorder both represent complex human conditions affecting millions of Americans and causing untold disability and loss of function. In the context of the growing opioid problem, the U.S. Food and Drug Administration (FDA) launched an Opioids Action Plan in early 2016. As part of this plan, the FDA asked the National Academies of Sciences, Engineering, and Medicine to convene a committee to update the state of the science on pain research, care, and education and to identify actions the FDA and others can take to respond to the opioid epidemic, with a particular focus on informing FDA's development of a formal method for incorporating individual and societal considerations into its risk-benefit framework for opioid approval and monitoring.