Elastic Scheduling of Virtual Machines in Cloudlet Networks

被引:0
|
作者
Li, Kangkang [1 ]
Wang, Liangmin [1 ]
机构
[1] Jiangsu Univ, Sch Comp Sci & Commun Engn, Zhenjiang, Jiangsu, Peoples R China
关键词
elasticity; 2-approximation; cloudlet networks;
D O I
10.1109/IPCCC51483.2021.9679429
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the problem of elastic virtual machine scheduling in cloudlet networks, and the objective is to maximize the dominant elasticity of computing and bandwidth resources in cloudlet networks. First, a mathematical formulation of the problem is presented. Second, the bandwidth consumption incurred by infra-job communication is studied. Next, we focus on the optimal scheduling of input jobs to minimize dominant load of cloudlet networks under the constraint of minimum bandwidth consumption, which is an NP-Complete problem. In that case, we design a 2-approximation algorithm. Evaluations results validate the efficiency of our algorithm.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] A Hybrid Approach for Scheduling Virtual Machines in Private Clouds
    Kurdi, Heba
    Alotaibi, Ebtehal T.
    [J]. 9TH INTERNATIONAL CONFERENCE ON FUTURE NETWORKS AND COMMUNICATIONS (FNC'14) / THE 11TH INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS AND PERVASIVE COMPUTING (MOBISPC'14) / AFFILIATED WORKSHOPS, 2014, 34 : 249 - +
  • [22] Exploiting the ALICE HLT for PROOF by scheduling of Virtual Machines
    Meoni, Marco
    Boettger, Stefan
    Zelnicek, Pierre
    Lindenstruth, Volker
    Kebschull, Udo
    [J]. INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS (CHEP 2010), 2011, 331
  • [23] Credit-based algorithm for Virtual Machines Scheduling
    Pegkas, Andreas
    Alexakos, Christos
    Likothanassis, Spiros
    [J]. 2018 INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA), 2018,
  • [24] Virtual machines and stochastic scheduling simplify wireless design
    Woodward, M
    [J]. EDN, 2003, 48 (23) : 73 - +
  • [25] Cooperative Dynamic Scheduling of Virtual Machines in Distributed Systems
    Quesnel, Flavien
    Lebre, Adrien
    [J]. EURO-PAR 2011: PARALLEL PROCESSING WORKSHOPS, PT II, 2012, 7156 : 457 - 466
  • [26] User-driven scheduling of interactive virtual machines
    Lin, B
    Dinda, PA
    Lu, D
    [J]. FIFTH IEEE/ACM INTERNATIONAL WORKSHOP ON GRID COMPUTING, PROCEEDINGS, 2004, : 380 - 387
  • [27] Efficient Deployment and Scheduling of Virtual Machines in an IaaS Cloud
    Wang, D. G.
    Huang, L.
    Xue, X. N.
    Chen, L.
    [J]. INTERNATIONAL CONFERENCE ON ADVANCED EDUCATIONAL TECHNOLOGY AND INFORMATION ENGINEERING (AETIE 2015), 2015, : 464 - 470
  • [28] Optimizing Live Migration of Virtual Machines Across Wide Area Networks Using Integrated Replication and Scheduling
    Bose, Sumit Kumar
    Brock, Scott
    Skeoch, Ronald
    Shaikh, Nisaruddin
    Rao, Shrisha
    [J]. 2011 IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON 2011), 2011, : 97 - 102
  • [29] Scheduling AND/OR-networks on identical parallel machines
    Erlebach, T
    Kääb, V
    Möhring, RH
    [J]. APPROXIMATION AND ONLINE ALGORITHMS, 2004, 2909 : 123 - 136
  • [30] A Virtual Multi-Channel GPU Fair Scheduling Method for Virtual Machines
    Tan, Huailiang
    Tan, Yanjie
    He, Xiaofei
    Li, Kenli
    Li, Keqin
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 30 (02) : 257 - 270