Environment-Aware Virtual Slice Provisioning in Green Cloud Environment

被引:19
|
作者
Kim Khoa Nguyen [1 ]
Cheriet, Mohamed [1 ]
机构
[1] Univ Quebec, Automated Prod Engn, Ecole Technol Super, Montreal, PQ H3K1K3, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Energy-aware cloud; virtual slice allocation; multi-tenant cloud; cloud computing; virtual network embedding; DATA CENTER NETWORK; ENERGY; ALGORITHMS;
D O I
10.1109/TSC.2014.2362544
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Environmental footprint resulting from datacenters activities can be reduced by both energy efficiency and renewable energy in a complementary fashion thanks to cloud computing paradigms. In a cloud hosting multi-tenant applications, virtual service providers can be provided with real-time recommendation techniques to allocate their virtual resources in edge, core, or access layers in an optimal way to minimize costs and footprint. Such a dynamic technique requires a flexible and optimized networking scheme to enable elastic virtual tenants spanning multiple physical nodes. In this paper, we investigate an environment-aware paradigm for virtual slices that allows improving energy efficiency and dealing with intermittent renewable power sources. A virtual slice consists of optimal flows assigned to virtual machines (VMS) in a virtual data center taking into account traffic requirements, VM locations, physical network capacity, and renewable energy availability. Considering various cloud consolidation schemes, we formulate and then propose an optimal solution for virtual slice assignment problem. Simulations on the GSN showed that the proposed model achieves better performance than the existing methods with respect to network footprint reductions.
引用
收藏
页码:507 / 519
页数:13
相关论文
共 50 条
  • [1] ENERGY AWARE CLOUD SERVICE PROVISIONING APPROACH FOR GREEN COMPUTING ENVIRONMENT
    Arthi, T.
    Hamead, Shahul H.
    [J]. 2013 INTERNATIONAL CONFERENCE ON ENERGY EFFICIENT TECHNOLOGIES FOR SUSTAINABILITY (ICEETS), 2013,
  • [2] App-Centric and Environment-Aware Monitoring and Diagnosis in the Cloud
    Carvalho, Tiago
    Kim, Hyong S.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [3] A platform for environment-aware applications
    van der Meer, S
    Arbanowski, S
    Popescu-Zeletin, R
    [J]. HANDHELD AND UBIQUITOUS COMPUTING, PROCEEDINGS, 1999, 1707 : 368 - 370
  • [4] Task and Environment-Aware Virtual Scene Rearrangement for Enhanced Safety in Virtual Reality
    Ning, Bing
    Pei, Mingtao
    [J]. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2024, 30 (05) : 2517 - 2526
  • [5] Popularity-Aware Service Provisioning Framework in Cloud Environment
    Ko, Haneul
    Kim, Yumi
    Kim, Bokyeong
    Kyung, Yeunwoong
    [J]. APPLIED SCIENCES-BASEL, 2024, 14 (18):
  • [6] ENVIRONMENT-AWARE RECONFIGURABLE NOISE SUPPRESSION
    Yang, Jun
    Bingham, Joshua
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 3042 - 3046
  • [7] An Environment-Aware Market Strategy for Data Allocation and Dynamic Migration in Cloud Database
    Wang, Tengjiao
    Li, Binyang
    Chen, Wei
    Zhang, Yuxiao
    Han, Ying
    Niu, Jinzhong
    Wong, Kam-fai
    [J]. 2019 IEEE 35TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2019), 2019, : 2032 - 2035
  • [8] Caching Techniques for Rapid Provisioning of Virtual Servers in Cloud Environment
    De, Pradipta
    Gupta, Manish
    Soni, Manoj
    Thatte, Aditya
    [J]. 2012 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (NOMS), 2012, : 562 - 565
  • [9] Green Distributed Cloud Services Provisioning in SDN-enabled Cloud Environment
    Alhazmi, Khaled
    Moubayed, Abdallah
    Shami, Abdallah
    [J]. 2018 14TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2018, : 861 - 867
  • [10] An Environment-Aware Dynamic Access Control Model
    Dong, Lijun
    Du, Min
    [J]. 2009 WRI INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND MOBILE COMPUTING: CMC 2009, VOL 3, 2009, : 391 - +