Cost-efficient live VM migration based on varying electricity cost in optical cloud networks

被引:0
|
作者
Abhishek Gupta
Uttam Mandal
Pulak Chowdhury
Massimo Tornatore
Biswanath Mukherjee
机构
[1] University of California,Department of Computer Science
[2] Politecnico di Milano,undefined
来源
关键词
ICT; VM migration; Dynamic electricity pricing ; Cost savings;
D O I
暂无
中图分类号
学科分类号
摘要
As cloud services have increased in popularity, Information and Communication Technology (ICT) has been assuming a larger share of worldwide energy consumption. Energy cost resulting from ICT energy consumption contributes a significant part of the operating expenditure for cloud-service providers. We note that the energy cost at a geographical location has a direct correlation to the price of electricity (which may vary with time depending on the location). Different geographical regions of a country, e.g., the USA, may have different electricity prices with variation in prices from one time of the day to another. We show that this spatial and temporal variation in electricity price can be exploited to reduce the operating cost associated with energy consumption. Compute workloads can be relocated to regions with cheaper electricity prices. We consider a multi-datacenter (DC) environment where workloads are virtualized into virtual machines (VMs). In order to move VMs from one DC to another, we employ the live VM migration approach. Our model for cost-efficient VM migration is based on varying electricity prices such that it migrates VMs to DCs with cheaper electricity prices while simultaneously considering multiple parameters such as bandwidth for migration, cost of migration, duration of migration, and number of servers and racks to be switched on/off during each migration period. We find that our model significantly reduces the energy cost associated with cloud-service operation.
引用
收藏
页码:376 / 386
页数:10
相关论文
共 50 条
  • [1] Cost-efficient live VM migration based on varying electricity cost in optical cloud networks
    Gupta, Abhishek
    Mandal, Uttam
    Chowdhury, Pulak
    Tornatore, Massimo
    Mukherjee, Biswanath
    [J]. PHOTONIC NETWORK COMMUNICATIONS, 2015, 30 (03) : 376 - 386
  • [2] Cost-Efficient Live VM Migration Based on Varying Electricity Cost in Optical Cloud Networks
    Gupta, Abhishek
    Mandal, Uttam
    Chowdhury, Pulak
    Tornatore, Massimo
    Mukherjee, Biswanath
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON ADVANCED NETWORKS AND TELECOMMUNCATIONS SYSTEMS (ANTS), 2014,
  • [3] Cost-Efficient Subarrays for MmWave Cloud Radio Networks
    Hu, Chia-Chang
    Hsu, Chih-Wei
    [J]. PROCEEDINGS OF 4TH IEEE INTERNATIONAL CONFERENCE ON APPLIED SYSTEM INNOVATION 2018 ( IEEE ICASI 2018 ), 2018, : 921 - 923
  • [4] Hybrid Live VM Migration: An Efficient Live VM Migration Approach in Cloud Computing
    Shakya, Abhishek Ku
    Garg, Deepak
    Nayak, Prakash Ch
    [J]. ADVANCED INFORMATICS FOR COMPUTING RESEARCH, ICAICR 2018, PT I, 2019, 955 : 600 - 611
  • [5] Cost-Efficient VM Configuration Algorithm in the Cloud using Mix Scaling Strategy
    Lu, Li
    Yu, Jiadi
    Zhu, Yanmin
    Xue, Guangtao
    Qian, Shiyou
    Li, Minglu
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [6] An adaptive and cost-efficient migration to cloud approach in dynamic environments
    Bushehrian, Omid
    Nabavi, Seyyed Yahya
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2021, 33 (17):
  • [7] Cost-Efficient VNF Placement and Scheduling in Public Cloud Networks
    Gao, Tao
    Li, Xin
    Wu, Yu
    Zou, Weixia
    Huang, Shanguo
    Tornatore, Massimo
    Mukherjee, Biswanath
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (08) : 4946 - 4959
  • [8] Cost Matrix Algorithm for Cloud VM Migration
    Simran, A.
    Geetha, J.
    [J]. PROCEEDINGS OF THE 2021 FIFTH INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC 2021), 2021, : 1196 - 1200
  • [9] Optimizing VM Live Migration Strategy Based On Migration Time Cost Modeling
    Li, Ziyu
    Wu, Gang
    [J]. PROCEEDINGS OF THE 2016 SYMPOSIUM ON ARCHITECTURES FOR NETWORKING AND COMMUNICATIONS SYSTEMS (ANCS'16), 2016, : 99 - 109
  • [10] The Cost-Efficient Awareness for Cloud MapReduce
    Yu, Yuan-Chih
    [J]. 2015 3RD INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD) AND INTERNATIONAL CONFERENCE ON OPEN AND BIG (OBD), 2015, : 573 - 578