Title :
Energy efficiency of knowledge-free scheduling in Peer-to-Peer Desktop Grids
Author :
Barrondo, Aritz ; Tchernykh, Andrei ; Schaeffer, Elisa ; Pecero, Johnatan
Author_Institution :
Comput. Sci. Dept., CICESE Res. Center, Ensenada, Mexico
Abstract :
We address knowledge-free Bag-of-Tasks non-preemptive scheduling problem on heterogeneous grids, where scheduling decisions are free from information of resources and application characteristics. We consider a scheduling with task replications to overcome possible random bad resource allocation and ensure good performance. We analyze energy consumption of job allocation strategies based on variations of the replication threshold. In order to provide QoS and minimize energy consumption, we perform a joint analysis of two metrics. A case study is given and corresponding results indicate that proposed strategies reduce energy consumption without significant degradation in performance.
Keywords :
energy conservation; grid computing; peer-to-peer computing; quality of service; resource allocation; scheduling; QoS; application characteristics; energy consumption; energy efficiency; heterogeneous grids; job allocation strategies; knowledge-free bag-of-tasks nonpreemptive scheduling problem; knowledge-free scheduling; peer-to-peer desktop grids; replication threshold; resource allocation; scheduling decisions; task replications; Computers; Degradation; Energy consumption; Measurement; Processor scheduling; Quality of service; Resource management; Desktop Grid; Energy-Aware Scheduling; Green Peer-to-Peer Computing; Knowledge-Free Scheduling;
Conference_Titel :
High Performance Computing and Simulation (HPCS), 2012 International Conference on
Conference_Location :
Madrid
Print_ISBN :
978-1-4673-2359-8
DOI :
10.1109/HPCSim.2012.6266898