2015
Agent-based User Modeling in Job Scheduling Simulations
TÓTH, Šimon and Dalibor KLUSÁČEKBasic information
Original name
Agent-based User Modeling in Job Scheduling Simulations
Authors
TÓTH, Šimon (203 Czech Republic, guarantor, belonging to the institution) and Dalibor KLUSÁČEK (203 Czech Republic, belonging to the institution)
Edition
1. vyd. Polsko, Cracow Grid Workshop, p. 99-100, 2 pp. 2015
Publisher
ACC Cyfronet AGH
Other information
Language
English
Type of outcome
Proceedings paper
Field of Study
10201 Computer sciences, information science, bioinformatics
Country of publisher
Poland
Confidentiality degree
is not subject to a state or trade secret
Publication form
printed version "print"
RIV identification code
RIV/00216224:14330/15:00081161
Organization unit
Faculty of Informatics
ISBN
978-83-61433-14-9
Keywords in English
Grid; Simulation; Job scheduling; Workload
Tags
International impact, Reviewed
Changed: 16/11/2015 00:32, RNDr. Šimon Tóth
Abstract
V originále
In this paper we present an agent-based user model extension for the Alea simulator. This model is a necessary prerequisite for the support of dynamic workload adaptation. Also, even when used with static workload traces, it enables greater flexibility and control over how and what jobs are submitted into the queues of the simulated scheduler. With the inclusion of the agent-based user model into the Alea simulator, we were able to implement support for dynamic workload generation, which in conjunction with the agent model greatly improved realism of our simulations. We are now able to properly evaluate changes in users' workloads and test scheduling approaches that rely on the dynamic user behavior. Our future work will concentrate on formulating a complete evaluation methodology based on the agent-based model and dynamic workload generation.
Links
| GAP202/12/0306, research and development project |
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| MUNI/A/1159/2014, interní kód MU |
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