PLAN: A Policy-Aware VM Management Scheme for Cloud Data Centres

被引:7
|
作者
Cui, Lin [1 ]
Tso, Fung Po [2 ]
Pezaros, Dimitrios P. [3 ]
Jia, Weijia [4 ]
机构
[1] Jinan Univ, Dept Comp Sci, Guangzhou, Guangdong, Peoples R China
[2] Liverpool John Moores Univ, Sch Comp & Math Sci, Liverpool L3 3AF, Merseyside, England
[3] Univ Glasgow, Sch Comp Sci, Glasgow G12 8QQ, Lanark, Scotland
[4] Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Shanghai, Peoples R China
关键词
Data center networks; virtual machine; migration; policies; middleboxes;
D O I
10.1109/UCC.2015.30
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Policies play an important role in network configuration and therefore in offering secure and high performance services especially over multi-tenant Cloud Data Center (DC) environments. At the same time, elastic resource provisioning through virtualization often disregards policy requirements, assuming that the policy implementation is handled by the underlying network infrastructure. This can result in policy violations, performance degradation and security vulnerabilities. In this paper, we define PLAN, a PoLicy-Aware and Network-aware VM management scheme to jointly consider DC communication cost reduction through Virtual Machine (VM) migration while meeting network policy requirements. We show that the problem is NP-hard and derive an efficient approximate algorithm to reduce communication cost while adhering to policy constraints. Through extensive evaluation, we show that PLAN can reduce topology-wide communication cost by 38% over diverse aggregate traffic and configuration policies.
引用
收藏
页码:142 / 151
页数:10
相关论文
共 50 条
  • [21] MapReduce in the Cloud: Data-Location-Aware VM Scheduling
    Tung Nguyen
    Weisong Shi
    ZTE Communications, 2013, 11 (04) : 18 - 26
  • [22] TARA: temperature aware online dynamic resource allocation scheme for energy optimization in cloud data centres
    Thilagavathi, Narayanamoorthi
    Prakash, Arockiasamy John
    Sridevi, Sridhar
    Uthariaraj, Vaidyanathan Rhymend
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2022, 30 (03) : 1050 - 1066
  • [23] Towards a Network Aware VM Migration: Evaluating the Cost of VM Migration in Cloud Data Centers
    Maziku, Hellen
    Shetty, Sachin
    2014 IEEE 3RD INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (CLOUDNET), 2014, : 114 - 119
  • [24] CPU-memory aware VM consolidation for cloud data centers
    Nithiya B.
    Eswari R.
    Scalable Computing, 2020, 21 (02): : 159 - 172
  • [25] CPU-MEMORY AWARE VM CONSOLIDATION FOR CLOUD DATA CENTERS
    Nithiya, B.
    Eswari, R.
    SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2020, 21 (02): : 159 - 172
  • [26] Policy Management Technique Using Blockchain for Cloud VM Migration
    Uchibayashi, Toshihiro
    Apduhan, Bemady O.
    Shiratori, Norio
    Suganuma, Takuo
    Hiji, Masahiro
    IEEE 17TH INT CONF ON DEPENDABLE, AUTONOM AND SECURE COMP / IEEE 17TH INT CONF ON PERVAS INTELLIGENCE AND COMP / IEEE 5TH INT CONF ON CLOUD AND BIG DATA COMP / IEEE 4TH CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/CBDCOM/CYBERSCITECH), 2019, : 360 - 362
  • [27] Hierarchical VM Management Architecture for Cloud Data Centers
    Farahnakian, Fahimeh
    Liljeberg, Pasi
    Pahikkala, Tapio
    Plosila, Juha
    Tenhunen, Hannu
    2014 IEEE 6TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM), 2014, : 306 - 311
  • [28] Energy Aware Scheduling across 'Green' Cloud Data Centres
    Peoples, C.
    Parr, G.
    McClean, S.
    Morrow, P.
    Scotney, B.
    2013 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2013), 2013, : 876 - 879
  • [29] Catch a Blowfish Alive: A Demonstration of Policy-Aware Differential Privacy for Interactive Data Exploration
    Liu, Jiaxiang
    Knopf, Karl
    Tan, Yiqing
    Ding, Bolin
    He, Xi
    PROCEEDINGS OF THE VLDB ENDOWMENT, 2021, 14 (12): : 2859 - 2862
  • [30] IAGA: Interference Aware Genetic Algorithm based VM Allocation Policy for Cloud Systems
    Bloch, Tarannum Alimahmad
    Rajagopal, Sridaran
    Ranga, Prashanth C.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (04) : 754 - 765