Title :
On the Performance of Greedy Algorithms for Power Consumption Minimization
Author :
Benoit, Anne ; Renaud-Goud, Paul ; Robert, Yves
Author_Institution :
LIP, Ecole Normale Super. de Lyon, Lyon, France
Abstract :
We revisit the well-known greedy algorithm for scheduling independent jobs on parallel processors, with the objective of minimizing the power consumption. We assess the performance of the online version, as well as the performance of the offline version, which sorts the jobs by non-increasing size before execution. We derive new approximation factors, as well as examples that show that these factors cannot be improved, thereby completely characterizing the performance of the algorithms.
Keywords :
approximation theory; greedy algorithms; parallel processing; power aware computing; processor scheduling; approximation factors; greedy algorithms; independent job scheduling; parallel processors; power consumption minimization; Approximation algorithms; Approximation methods; Greedy algorithms; Minimization; Power demand; Program processors; Upper bound; Greedy algorithm; Independent jobs; Parallel processors; Power consumption minimization;
Conference_Titel :
Parallel Processing (ICPP), 2011 International Conference on
Conference_Location :
Taipei City
Print_ISBN :
978-1-4577-1336-1
Electronic_ISBN :
0190-3918
DOI :
10.1109/ICPP.2011.11