A control-theoretic approach towards joint admission control and resource allocation of cloud computing services

被引:12
作者
Dechouniotis, Dimitrios [1 ]
Leontiou, Nikolaos [1 ]
Athanasopoulos, Nikolaos [2 ]
Christakidis, Athanasios [1 ]
Denazis, Spyros [1 ]
机构
[1] Univ Patras, Dept Elect & Comp Engn, Patras 26504, Greece
[2] Eindhoven Univ Technol, Dept Elect Engn, NL-5600 MB Eindhoven, Netherlands
关键词
PERFORMANCE MANAGEMENT; LPV APPROACH; POWER; SERVERS;
D O I
10.1002/nem.1889
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Meeting the performance specifications of consolidated web services in a data center is challenging, as the control of the underlying cloud computing infrastructure must meet the service level agreement requirements and satisfy the system's constraints. In this article, we address the admission control and resource allocation problem jointly, by establishing a unified modeling and control framework. Convergence to a desired reference point and stability and feasibility of the control strategy are guaranteed while achieving high performance of the co-hosted web applications. The efficacy of the proposed approach is illustrated in a real test bed. Copyright (c) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:159 / 180
页数:22
相关论文
共 35 条
[1]   Joint admission control and resource allocation in virtualized servers [J].
Almeida, Jussara ;
Almeida, Virgilio ;
Ardagna, Danilo ;
Cunha, Italo ;
Francalanci, Chiara ;
Trubian, Marco .
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2010, 70 (04) :344-362
[2]  
[Anonymous], 2002, NONLINEAR SYSTEMS
[3]  
[Anonymous], P 19 IEEE INT WORKSH
[4]   Energy-Aware Autonomic Resource Allocation in Multitier Virtualized Environments [J].
Ardagna, Danilo ;
Panicucci, Barbara ;
Trubian, Marco ;
Zhang, Li .
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2012, 5 (01) :2-19
[5]  
Ardagna D, 2010, LECT NOTES COMPUT SC, V6481, P1, DOI 10.1007/978-3-642-17694-4_1
[6]   Identification of linear parameter varying models [J].
Bamieh, B ;
Giarré, L .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2002, 12 (09) :841-853
[7]  
Blanchini F, 2008, SYST CONTROL-FOUND A, P1
[8]  
Boyd S, 1994, Studies in applied mathematics, V15
[9]   Session-based admission control: A mechanism for peak load management of commercial web sites [J].
Cherkasova, L ;
Phaal, P .
IEEE TRANSACTIONS ON COMPUTERS, 2002, 51 (06) :669-685
[10]  
Dechouniotis D., 2012, 2012 8th International Conference on Network and Service Management (CNSM 2012), P145