Job Scheduling Algorithm Based on Fuzzy Quotient Space Theory in Cloud Environment

被引:0
作者
Qi, Ping [1 ]
Li, Long-shu [1 ]
机构
[1] Anhui Univ, Coll Comp Sci & Technol, Hefei 230039, Anhui, Peoples R China
来源
2012 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC 2012) | 2012年
关键词
Resource scheduling; Fuzzy quotient space; Cloud computing;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Focusing on the problem of high efficiency resource scheduling in cloud computing environments, the model of cloud resource scheduling is systematically analyzed in theory at first, Combining with the fuzzy quotient space theory, a cloud resource scheduling algorithm is proposed. In the resource scheduling process, each virtual machine attribute is abstracted as an attribute in formation granulation at first. Then the multi-attribute information granulation according to their granular weight, which defined by the user QoS requirement is studied. Experimental results conclusively demonstrate the effective implementation of user tasks in cloud computing environments.
引用
收藏
页码:388 / 393
页数:6
相关论文
共 18 条
[1]  
Berger Joseph, 1966, SOCIOLOGICAL THEORIE, P47
[2]   Scheduling parameter sweep applications on global Grids: a deadline and budget constrained cost-time optimization algorithm [J].
Buyya, R ;
Murshed, M ;
Abramson, D ;
Venugopal, S .
SOFTWARE-PRACTICE & EXPERIENCE, 2005, 35 (05) :491-512
[3]   Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility [J].
Buyya, Rajkumar ;
Yeo, Chee Shin ;
Venugopal, Srikumar ;
Broberg, James ;
Brandic, Ivona .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2009, 25 (06) :599-616
[4]  
Foster I., 2008, GRID COMPUTING ENV W, P1, DOI [10.1109/GCE.2008.4738445, DOI 10.1109/GCE.2008.4738445]
[5]  
[高宏卿 Gao Hongqing], 2010, [计算机工程与设计, Computer Engineering and Design], V31, P4139
[6]  
Giddy J, 2002, CONCURRENCY COMPUTIN, V14
[7]  
Hu Song, 2009, Proceedings of the 2009 Fifth International Joint Conference on INC, IMS and IDC, P62, DOI 10.1109/NCM.2009.35
[8]  
Li Jian-feng, 2011, Journal of Computer Applications, V31, P184, DOI 10.3724/SP.J.1087.2011.00184
[9]  
Liu H, 2011, CLOUD COMPUTING AND SOFTWARE SERVICES: THEORY AND TECHNIQUES, P409
[10]  
Liu Y., 2011, Computer Technology and Development, V21, P19