Research on Optimized Pre-copy Algorithm of Live Container Migration in Cloud Environment

被引:8
作者
Nie, Huqing [1 ]
Li, Peng [1 ,2 ]
Xu, He [1 ,2 ]
Dong, Lu [1 ]
Song, Jinquan [1 ]
Wang, Ruchuan [1 ,2 ]
机构
[1] Nanjing Univ Posts & Telecommun, Sch Comp Sci & Technol, Nanjing 210003, Jiangsu, Peoples R China
[2] Jiangsu High Technol Res Key Lab Wireless Sensor, Nanjing 210003, Jiangsu, Peoples R China
来源
PARALLEL ARCHITECTURE, ALGORITHM AND PROGRAMMING, PAAP 2017 | 2017年 / 729卷
基金
中国博士后科学基金;
关键词
Cloud computing; Docker container; Live migration; Pre-copy; VIRTUAL MACHINE;
D O I
10.1007/978-981-10-6442-5_53
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Some load imbalance problems emerge under the distributed cloud computing platform based on container. And it is necessary to transfer the container in the higher load server to another relatively idle servers. The traditional pre-copy algorithm ignores the characteristics of the memory pages, which causes memory pages with high re-modified rate copying many times in the iterative copy phase. Therefore, this paper proposes an optimized pre-copy algorithm (OPCA) which introduces a Gray-Markov prediction model. Memory pages are added with high re-modified rate into the Hot Workspace by the prediction model, and these memory pages are involved in the stop-copy. The experiments show that OPCA reduces the number of iterations and downtime. Moreover, it also improves the utilization of resources and enhances the user's experience.
引用
收藏
页码:554 / 565
页数:12
相关论文
共 50 条
[31]   Research on Virtual Machine Migration Algorithm for Cloud Data Center [J].
Liu, Ying ;
Gao, Junjie ;
Yao, Yu .
2017 INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS, ELECTRONICS AND CONTROL (ICCSEC), 2017, :1371-1376
[32]   Reinforcement Learning Based Metaheuristic Algorithm For Optimized Load Balancing In Cloud Environment [J].
Saravanakumar, K. ;
Viswanathan, Anand ;
Ravikumar, K. ;
Reka, M. .
JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (05) :1827-1840
[33]   Security Aware Data Transaction Using Optimized Blowfish Algorithm in Cloud Environment [J].
Dinesh, E. ;
Ramesh, S. M. .
JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2021, 30 (01)
[34]   Research of Data-Aiming Mining Algorithm in Cloud Environment [J].
Jin, Jiangang .
INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2016, 9 (04) :87-94
[35]   A secure VM live migration technique in a cloud computing environment using blowfish and blockchain technology [J].
Gupta, Ambika ;
Namasudra, Suyel ;
Kumar, Prabhat .
JOURNAL OF SUPERCOMPUTING, 2024, 80 (19) :27370-27393
[36]   A NOVEL VM MIGRATION ALGORITHM BASED ON MARKOV MODEL UNDER THE CLOUD ENVIRONMENT [J].
Zhou, Zhou ;
Wei, Hongwei .
UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2020, 82 (04) :55-68
[37]   SERVICE LEVEL AGREEMENT AWARE ENERGY OPTIMIZED SCHEDULING ALGORITHM FOR CLOUD COMPUTING ENVIRONMENT [J].
Jambigi, Murgesh, V ;
Kumar, M. V. Vijay ;
Ashoka, D., V ;
Prabha, R. .
INTERNATIONAL JOURNAL ON INFORMATION TECHNOLOGIES AND SECURITY, 2022, 14 (01) :17-28
[38]   Research on Security Algorithm of Virtual Machine Live Migration for KVM Virtualization System [J].
Fan, Wei ;
Zhang, Zhujun ;
Wang, Tingting ;
Hu, Bo ;
Qing, Sihan ;
Sun, Degang .
INFORMATION AND COMMUNICATIONS SECURITY, ICICS 2016, 2016, 9977 :54-70
[39]   Research of Dynamic Scheduling of Resources Based on Virtual Machine Migration in Cloud Environment [J].
Zhang, Mo-Han ;
Ren, Hong-Lin ;
Xia, Chun-He .
INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND AUTOMATION CONTROL (ICEEAC 2017), 2017, 123 :269-275
[40]   Scheduling Algorithm Research For Spatial Information Service Under Cloud Environment [J].
Peng, Chao ;
Tan, Xicheng ;
Sha, Zongyao ;
Liu, Qi ;
Gao, Meng ;
Yao, Yayu .
THIRD INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS (AGRO-GEOINFORMATICS 2014), 2014, :459-464