Dynamic Threshold-Based Dynamic Resource Allocation Using Multiple VM Migration for Cloud Computing Systems

被引:10
作者
Seth, Sonam [1 ]
Singh, Nipur [2 ]
机构
[1] Kanya Gurukul Campus, Dehra Dun, Uttarakhand, India
[2] Kanya Gurukul Campus, Dept Comp Sci, Dehra Dun, Uttarakhand, India
来源
INFORMATION, COMMUNICATION AND COMPUTING TECHNOLOGY | 2017年 / 750卷
关键词
Cloud computing; Dynamic resource allocation; VM migration; CPU utilization; Dynamic threshold;
D O I
10.1007/978-981-10-6544-6_11
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As compared to traditional distributed computing systems, cloud computing systems are more reliable, dynamic, and scalable. In recent trend the challenge is managing the resources to maintain the scalability in dynamic environment. The need is to improve the performance of cloud computing systems by provisioning and allocation of on-demand resources to reduce the time. Some of the existing methods are based on static parameters such as CPU utilization threshold, resources, and workload that give less efficient results and there is lack in handling the over-provisioning and under-provisioning situations. In this paper we propose resource allocation model on the basis of dynamic parameters. The proposed method, dynamic threshold-based dynamic resource allocation can optimize the resource utilization and time. The proposed model is implemented on CloudSim and experimental results show the proposed model can improve resource utilization and time.
引用
收藏
页码:106 / 116
页数:11
相关论文
共 9 条
[1]  
Beloglazov Anton, 2010, Proceedings 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing (CCGrid), P577, DOI 10.1109/CCGRID.2010.45
[2]  
Beloglazov A, 2010, P 8 INT WORKSH MIDDL, P1
[3]   Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machines in Cloud data centers [J].
Beloglazov, Anton ;
Buyya, Rajkumar .
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2012, 24 (13) :1397-1420
[4]   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
[5]  
Calheiros R.N., 2010, SOFTWARE PRACT EXPER, V41, P1
[6]  
Ighare R. U, 2015, INT J CURR ENG TECHN, V5, P2603
[7]   A Threshold-based Dynamic Resource Allocation Scheme for Cloud Computing [J].
Lin, Weiwei ;
Wang, James Z. ;
Liang, Chen ;
Qi, Deyu .
PEEA 2011, 2011, 23
[8]  
Pawar CS, 2013, 2013 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND SIGNAL PROCESSING (ISSP), P311, DOI 10.1109/ISSP.2013.6526925
[9]   A Two-Tiered On-Demand Resource Allocation Mechanism for VM-Based Data Centers [J].
Song, Ying ;
Sun, Yuzhong ;
Shi, Weisong .
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2013, 6 (01) :116-129