Energy Conscious Scheduling for Distributed Computing Systems under Different Operating Conditions
Citations
741 citations
Cites background from "Energy Conscious Scheduling for Dis..."
...The primary source of the dynamic power consumption is the switched capacitance (Capacitive power [79])....
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227 citations
Cites methods from "Energy Conscious Scheduling for Dis..."
...List scheduling is considered as an efficient method to solve existing job scheduling problems [16], [20], [22],...
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226 citations
Cites background or methods from "Energy Conscious Scheduling for Dis..."
...In this section, to evaluate the performance of our proposed approaches, we present the comparative evaluation of DEWTS with two heuristics algorithms: HEFT [15] and EES [17]....
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...Due to the NP-complete nature of the parallel task scheduling problem in general cases [18, 19], many heuristics have been proposed in recent researches [15] to deal with this problem, and most of them achieve good performance in polynomial time....
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...In recent yeas, much attention has focused on energy aware scheduling for single processor[26], homogeneous system [27, 28], and heterogeneous resources [15, 17, 29, 30]....
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...Some researches call it b-level sorting [15]....
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206 citations
Cites background or methods from "Energy Conscious Scheduling for Dis..."
...[95] devised a novel objective function and a variant that effectively balance two goals of makespan and energy consumption minimization....
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...[173] formalized the sameproblem in [95] as amulti-objective optimization problem, and solved it using meta-heuristic algorithms of genetic algorithm (GA) and particle swarm optimization (PSO) algorithm separately....
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189 citations
Cites background from "Energy Conscious Scheduling for Dis..."
...Index Terms—Bag-of-tasks, dynamic voltage-frequency scaling, energy consumption, heterogeneous computing system, schedule length, stochastic task scheduling, probability Ç...
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References
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Additional excerpts
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"Energy Conscious Scheduling for Dis..." refers background in this paper
...In the context of scheduling, this multiple voltage facility implies that there is a trade-off between the quality of schedules and energy consumption....
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