Power and Time aware VM Migration for Multi-tier Applications over Geo-distributed Clouds

被引:7
作者
Addya, Sourav Kanti [1 ]
Satpathy, Anurag [2 ]
Ghosh, Bishakh Chandra [1 ]
Chakraborty, Sandip [1 ]
Ghosh, Soumya K. [1 ]
机构
[1] Indian Inst Technol Kharagpur, Kharagpur, W Bengal, India
[2] Natl Inst Technol Rourkela, Rourkela, India
来源
2019 IEEE 12TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (IEEE CLOUD 2019) | 2019年
关键词
Cloud; VM migration; Power efficiency;
D O I
10.1109/CLOUD.2019.00062
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a virtual machine (VM) migration model to reduce the power consumption while migrating a set of VMs over geo-distributed clouds. We develop an approach to find out the migration path across different Internet Service Providers (ISPs) leading to the most feasible destination. For this, we make use of the variation in the electricity price at the ISPs for deciding the migration paths. However, reduced power consumption at the expense of higher migration time is intolerable for real-time applications. Hence, we propose an Ant Colony Optimization (ACO) based bi-objective optimization technique to strike a balance between the power consumption and the migration time to make the implementation realistic. Thorough simulation analysis of the proposed approach shows that it can achieve low power consumption cost with acceptable migration time.
引用
收藏
页码:339 / 343
页数:5
相关论文
共 11 条
[1]  
Addya S. K., 2018, IEEE SYSTEMS J
[2]  
[Anonymous], 2009, ACM SIGCOMM
[3]  
Heller B., 2010, NSDI 10, P249
[4]   Dynamic VM Placement Method for Minimizing Energy and Carbon Cost in Geographically Distributed Cloud Data Centers [J].
Khosravi, Atefeh ko ;
Andrew, Lachlan L. H. ;
Buyya, Rajkumar .
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2017, 2 (02) :183-196
[5]   vHaul: Towards Optimal Scheduling of Live Multi-VM Migration for Multi-tier Applications [J].
Lu, Hui ;
Xu, Cong ;
Cheng, Cheng ;
Kompella, Ramana ;
Xu, Dongyan .
2015 IEEE 8TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, 2015, :453-460
[6]   Bandwidth Provisioning for Virtual Machine Migration in Cloud: Strategy and Application [J].
Mandal, Uttam ;
Chowdhury, Pulak ;
Tornatore, Massimo ;
Martel, Charles U. ;
Mukherjee, Biswanath .
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2018, 6 (04) :967-976
[7]   Dynamic Workload Migration Over Backbone Network to Minimize Data Center Electricity Cost [J].
Rahman, Sabidur ;
Gupta, Abhishek ;
Tornatore, Massimo ;
Mukherjee, Biswanath .
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2018, 2 (02) :570-579
[8]   Live Migration for Multiple Correlated Virtual Machines in Cloud-Based Data Centers [J].
Sun, Gang ;
Liao, Dan ;
Zhao, Dongcheng ;
Xu, Zichuan ;
Yu, Hongfang .
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2018, 11 (02) :279-291
[9]  
Wang JB, 2017, IEEE SYS MAN CYBERN, P1805, DOI 10.1109/SMC.2017.8122878
[10]   Building a Network Highway for Big Data: Architecture and Challenges [J].
Yi, Xiaomeng ;
Liu, Fangming ;
Liu, Jiangchuan ;
Jin, Hai .
IEEE NETWORK, 2014, 28 (04) :5-13