Optimal Energy aware Dynamic Virtual Machine consolidation in Cloud Data Centers

被引:0
|
作者
Reddi, Kamal Sandeeep [1 ]
Pasupuleti, Syam Kumar [2 ]
机构
[1] ABV IIITM, Informat Technol, Gwalior, Madhya Pradesh, India
[2] IDRBT, Hyderabad, India
关键词
COMPUTING ENVIRONMENTS; ALGORITHMS;
D O I
10.1109/indicon47234.2019.9029070
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Cloud computing has become successful in provisioning of different types hosted services through internet. In order to provide Quality of Service(QoS), all the cloud service providers were looking to ensure availability of resources all the time. This will have direct impact on power consumption of physical hosts in data centers and CO2 emissions. VM consolidation is a one of the most useful solution to reduce energy consumption in cloud computing. However truculent VM consolidation leads increase in SLA violations for which cloud service provider need to bear some penalty as per the agreement with the clients. So there is a great need of efficient algorithms which can show a better trade-off between energy consumption and SLA violations. In this paper, we propose Optimal Energy aware Dynamic Virtual Machine consolidation by using new VM Selection Policy (MCSSD), which is Maximum Correlation of Sum of Squares of ordinary least squares regression.the experimental results shows that better trade-off between energy consumption and SLA violations.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] Fast Communication-Aware Virtual Machine Dynamic Consolidation for Cloud Data Center
    Cao, Guangyi
    Zhang, Changshu
    Liu, Wei
    [J]. 2017 15TH IEEE INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED PROCESSING WITH APPLICATIONS AND 2017 16TH IEEE INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING AND COMMUNICATIONS (ISPA/IUCC 2017), 2017, : 237 - 244
  • [22] Synergistic Policy and Virtual Machine Consolidation in Cloud Data Centers
    Cui, Lin
    Cziva, Richard
    Tso, Fung Po
    Pezaros, Dimitrios P.
    [J]. IEEE INFOCOM 2016 - THE 35TH ANNUAL IEEE INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS, 2016,
  • [23] Virtual Machine Consolidation with Usage Prediction for Energy-Efficient Cloud Data Centers
    Nguyen Trung Hieu
    Di Francesco, Mario
    Yla-Jaaski, Antti
    [J]. 2015 IEEE 8TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, 2015, : 750 - 757
  • [24] Energy and quality of service-aware virtual machine consolidation in a cloud data center
    Tarafdar, Anurina
    Debnath, Mukta
    Khatua, Sunirmal
    Das, Rajib K.
    [J]. JOURNAL OF SUPERCOMPUTING, 2020, 76 (11): : 9095 - 9126
  • [25] Energy and quality of service-aware virtual machine consolidation in a cloud data center
    Anurina Tarafdar
    Mukta Debnath
    Sunirmal Khatua
    Rajib K. Das
    [J]. The Journal of Supercomputing, 2020, 76 : 9095 - 9126
  • [26] A Review on Virtual Machine Positioning and Consolidation Strategies for Energy Efficiency in Cloud Data Centers
    Sabongari, Nahuru Ado
    Gital, Abdulsalam Ya'u
    Boukari, Souley
    Ja'afaru, Badamasi
    Ahmed, Muhammad Auwal
    Chiroma, Haruna
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (06) : 707 - 717
  • [27] Energy and Migration Cost-Aware Dynamic Virtual Machine Consolidation in Heterogeneous Cloud Datacenters
    Wu, Quanwang
    Ishikawa, Fuyuki
    Zhu, Qingsheng
    Xia, Yunni
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2019, 12 (04) : 550 - 563
  • [28] Traffic Aware Virtual Machine Packing in Cloud Data Centers
    Liu, Jun
    Guo, Jinhua
    Ma, Di
    [J]. 2016 IEEE 2ND INTERNATIONAL CONFERENCE ON BIG DATA SECURITY ON CLOUD (BIGDATASECURITY), IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE AND SMART COMPUTING (HPSC), AND IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA AND SECURITY (IDS), 2016, : 256 - 261
  • [29] Data-Aware Virtual Machine Migration in Cloud Data Centers
    Lin, Jenn-Wei
    Chen, Chien-Hung
    Tsai, Min-Hsuan
    [J]. INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT ENGINEERING (ITME 2014), 2014, : 96 - 102
  • [30] Type-aware virtual machine management for energy efficient cloud data centers
    Al-Dulaimy, Auday
    Itani, Wassim
    Zantout, Rached
    Zekri, Ahmed
    [J]. SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2018, 19 : 185 - 203