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
[41]   Research on Bandwidth Reservation Algorithm of Teaching Resources in Cloud Computing Environment [J].
Chen, Hongling ;
Liao, Zhiwen ;
Liu, Qin .
UBIQUITOUS SECURITY, 2022, 1557 :363-370
[42]   An optimized service broker routing policy based on differential evolution algorithm in fog/cloud environment [J].
Manasrah, Ahmad M. ;
Aldomi, Ala'a ;
Gupta, B. B. .
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 1) :1639-1653
[43]   Design and Development of Optimized Scheduling Algorithm for Software As A Service Based Applications in Secure Cloud Environment [J].
Seth, Samridhi ;
Johari, Rahul ;
Mahajan, Sajeev ;
Bhatia, Riya .
2019 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2019, :329-334
[44]   An optimized service broker routing policy based on differential evolution algorithm in fog/cloud environment [J].
Ahmad M. Manasrah ;
Ala’a Aldomi ;
B. B. Gupta .
Cluster Computing, 2019, 22 :1639-1653
[45]   Enhanced Task Scheduling Using Optimized Particle Swarm Optimization Algorithm in Cloud Computing Environment [J].
Potluri, Sirisha ;
Hamad, Abdulsattar Abdullah ;
Godavarthi, Deepthi ;
Basa, Santi Swarup .
EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2024, 11 (03) :1-5
[46]   Application of big data optimized clustering algorithm in cloud computing environment in traffic accident forecast [J].
Zhun Tian ;
Shengrui Zhang .
Peer-to-Peer Networking and Applications, 2021, 14 :2511-2523
[47]   Application of big data optimized clustering algorithm in cloud computing environment in traffic accident forecast [J].
Tian, Zhun ;
Zhang, Shengrui .
PEER-TO-PEER NETWORKING AND APPLICATIONS, 2021, 14 (04) :2511-2523
[48]   A Pareto-based Genetic Algorithm for Optimized Assignment of VM Requests on a Cloud Brokering Environment [J].
Kessaci, Yacine ;
Melab, Nouredine ;
Talbi, El-Ghazali .
2013 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2013, :2496-2503
[49]   An Optimized Framework for Energy-Resource Allocation in a Cloud Environment based on the Whale Optimization Algorithm [J].
Goyal, Shanky ;
Bhushan, Shashi ;
Kumar, Yogesh ;
Rana, Abu ul Hassan S. ;
Bhutta, Muhammad Raheel ;
Ijaz, Muhammad Fazal ;
Son, Youngdoo .
SENSORS, 2021, 21 (05) :1-24
[50]   Adaptive deduplication of virtual machine images using AKKA stream to accelerate live migration process in cloud environment [J].
Naga Malleswari TYJ ;
Vadivu G .
Journal of Cloud Computing, 8