Cost-Aware Cloudlet Placement in Edge Computing Systems

被引:2
作者
Bhatta, Dixit [1 ]
Mashayekhy, Lena [1 ]
机构
[1] Univ Delaware, Dept Comp & Informat Sci, Newark, DE 19716 USA
来源
SEC'19: PROCEEDINGS OF THE 4TH ACM/IEEE SYMPOSIUM ON EDGE COMPUTING | 2019年
关键词
Cloudlet Placement; Genetic Algorithm; Edge Computing;
D O I
10.1145/3318216.3363369
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
One of the well-known challenges in Edge Computing is strategic placement of cloudlets. The fundamental goals of this challenge are to minimize the deployment cost and to guarantee minimum latency for the users of edge services. We address this challenge by designing a cost-aware cloudlet placement approach that fully maps user applications to appropriate cloudlets while ensuring their latency requirements. We investigate the effectiveness of our proposed approach by performing extensive experiments based on New York City OpenData. The results show that our approach obtains close to optimal cost solutions with significantly reduced execution time.
引用
收藏
页码:292 / 294
页数:3
相关论文
共 11 条
  • [1] Fraser G., 2011, P 19 ACM SIGSOFT S 1, P416
  • [2] Optimal Cloudlet Placement and User to Cloudlet Allocation in Wireless Metropolitan Area Networks
    Jia, Mike
    Cao, Jiannong
    Liang, Weifa
    [J]. IEEE TRANSACTIONS ON CLOUD COMPUTING, 2017, 5 (04) : 725 - 737
  • [3] A Strategic Game for Task Offloading among Capacitated UAV-mounted Cloudlets
    Ma, Weibin
    Liu, Xuanzhang
    Mashayekhy, Lena
    [J]. 2019 IEEE INTERNATIONAL CONGRESS ON INTERNET OF THINGS (IEEE ICIOT 2019), 2019, : 61 - 68
  • [4] Mitchell Melanie, 1999, INTRO GENETIC ALGORI, V4, P116
  • [5] Satyanarayanan M, 2017, COMPUTER, V50, P30, DOI 10.1109/MC.2017.9
  • [6] The Case for VM-Based Cloudlets in Mobile Computing
    Satyanarayanan, Mahadev
    Bahl, Paramvir
    Caceres, Ramon
    Davies, Nigel
    [J]. IEEE PERVASIVE COMPUTING, 2009, 8 (04) : 14 - 23
  • [7] Web-based Application for Sentiment Analysis of Live Tweets
    Sharma, Nitesh
    Pabreja, Rachit
    Yaqub, Ussama
    Atluri, Vijayalakshmi
    Chun, Soon Ae
    Vaidya, Jaideep
    [J]. PROCEEDINGS OF THE 19TH ANNUAL INTERNATIONAL CONFERENCE ON DIGITAL GOVERNMENT RESEARCH (DGO 2018): GOVERNANCE IN THE DATA AGE, 2018, : 840 - 841
  • [8] The Promise of Edge Computing
    Shi, Weisong
    Dustdar, Schahram
    [J]. COMPUTER, 2016, 49 (05) : 78 - 81
  • [9] Edge server placement in mobile edge computing
    Wang, Shangguang
    Zhao, Yali
    Xu, Jinlinag
    Yuan, Jie
    Hsu, Ching-Hsien
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 127 : 160 - 168
  • [10] Efficient Algorithms for Capacitated Cloudlet Placements
    Xu, Zichuan
    Liang, Weifa
    Xu, Wenzheng
    Jia, Mike
    Guo, Song
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 27 (10) : 2866 - 2880