Busy Time Scheduling on a Bounded Number of Machines (Extended Abstract)

被引:8
作者
Koehler, Frederic [1 ]
Khuller, Samir [2 ]
机构
[1] MIT, Dept Math, Cambridge, MA 02139 USA
[2] Univ Maryland, Dept Comp Sci, College Pk, MD 20742 USA
来源
ALGORITHMS AND DATA STRUCTURES: 15TH INTERNATIONAL SYMPOSIUM, WADS 2017 | 2017年 / 10389卷
关键词
D O I
10.1007/978-3-319-62127-2_44
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we consider a basic scheduling problem called the busy time scheduling problem - given n jobs, with release times r(j), deadlines d(j) and processing times p(j), and m machines, where each machine can run up to g jobs concurrently, our goal is to find a schedule to minimize the sum of the "on" times for the machines. We develop the first correct constant factor online competitive algorithm for the case when g is unbounded, and give a O(log P) approximation for general g, where P is the ratio of maximum to minimum processing time. When g is bounded, all prior busy time approximation algorithms use an unbounded number of machines; note it is NP-hard just to test feasibility on fixed m machines. For this problem we give both offline and online (requiring "lookahead") algorithms, which are O(1) competitive in busy time and O(log P) competitive in number of machines used.
引用
收藏
页码:521 / 532
页数:12
相关论文
共 18 条
[1]  
Alicherry M, 2003, LECT NOTES COMPUT SC, V2832, P19
[2]   Speed scaling to manage energy and temperature [J].
Bansal, Nikhil ;
Kimbrel, Tracy ;
Pruhs, Kirk .
JOURNAL OF THE ACM, 2007, 54 (01)
[3]  
Brucker P., 2007, Scheduling Algorithms, V3, DOI DOI 10.1007/978-3-540-69516-5
[4]   LP Rounding and Combinatorial Algorithms for Minimizing Active and Busy Time [J].
Chang, Jessica ;
Khuller, Samir ;
Mukherjee, Koyel .
PROCEEDINGS OF THE 26TH ACM SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURES (SPAA'14), 2014, :118-127
[5]   A Model for Minimizing Active Processor Time [J].
Chang, Jessica ;
Gabow, Harold N. ;
Khuller, Samir .
ALGORITHMICA, 2014, 70 (03) :368-405
[6]  
CHUZHOY J, 2004, FOCS, P81
[7]  
Fang Xiaolin, 2013, P INFOCOM
[8]  
FLAMMINI M, 2008, PROCEEDINGS EURO PAR, V5168, P920
[9]  
Flammini Michele., 2009, P IEEE 23 INT PARALL, P1, DOI DOI 10.1109/IPDPS.2009.5161017
[10]  
Fong Chi Kit Ken, 2015, MAPSP