Dynamic service migration and resource management for vehicular clouds

被引:0
|
作者
Sohan Kumar Pande
Sanjaya Kumar Panda
Satyabrata Das
机构
[1] Veer Surendra Sai University of Technology Burla,Department of Computer Science and Engineering
[2] National Institute of Technology Warangal,Department of Computer Science and Engineering
[3] Veer Surendra Sai University of Technology Burla,Department of Information Technology
来源
Journal of Ambient Intelligence and Humanized Computing | 2021年 / 12卷
关键词
Cloud computing; Vehicular ad hoc network; Vehicular cloud; Migration; Resource management; Roadside unit;
D O I
暂无
中图分类号
学科分类号
摘要
Vehicular cloud computing has received huge attention in business and scientific communities, which integrates two emerging fields, namely cloud computing and vehicular ad hoc networks. It acts as a data center by using the underutilized resources of the networked vehicles. Moreover, many studies suggest these vehicles as potential candidates for hosting virtual machines (VMs). As a result, a VM can be set up using the vehicular resources, and it can be transferred from one vehicle to another vehicle to continue its execution, under some circumstances. It enables the vehicular environment to provide services to the user requests, that are submitted to the cloud. However, the mapping of such requests to the VMs (or hosted vehicles) and service migration is very much challenging, and not well-studied in the literature. In this paper, we propose a dynamic service migration algorithm for vehicular clouds. The algorithm consists of three phases, estimation, assignment and migration. The performance is carried out through simulation runs using two scenarios of six datasets, and compared with three well-known algorithms, namely vehicular VM migration-uniform, round robin and mobility and destination workload aware migration using four performance measures. The comparison results followed by statistical validation using T test show the superiority of the proposed algorithm over the existing algorithms.
引用
收藏
页码:1227 / 1247
页数:20
相关论文
共 50 条
  • [31] An Efficient Virtual Machine Management Algorithm for Vehicular Clouds
    Panda, Sanjaya Kumar
    Parida, Sanju
    Bhoi, Sourav Kumar
    Nayak, Sanjib Kumar
    Das, Satyabrata
    2018 FIFTH INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND GRID COMPUTING (IEEE PDGC), 2018, : 682 - 688
  • [32] The Dynamic Migration Model for Cloud Service Resource Balancing Energy Consumption and QoS
    Luo, He
    Cao, Jie
    Wang, Yongkang
    Hu, Xiaoxuan
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 6035 - 6039
  • [33] Dynamic Service Function Chain Migration Method Based on Resource Requirements Prediction
    Yang Y.
    Meng X.
    Kang Q.
    Chen G.
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2023, 60 (05): : 1151 - 1163
  • [34] A Dynamic Resource Allocation Scheme in Vehicular Communications
    Akinsanya, Akinsola
    Nair, Manish
    Pan, Yijin
    Wang, Jiangzhou
    IEEE INFOCOM 2020 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2020, : 127 - 131
  • [35] LIVE SERVICE MIGRATION IN MOBILE EDGE CLOUDS
    Machen, Andrew
    Wang, Shiqiang
    Leung, Kin K.
    Ko, Bong Jun
    Salonidis, Theodoros
    IEEE WIRELESS COMMUNICATIONS, 2018, 25 (01) : 140 - 147
  • [36] Fog-oriented Hierarchical Resource Allocation Policy in Vehicular Clouds
    Pereira, Rickson S.
    Gomides, Thiago S.
    Quessada, Matheus S.
    Meneguette, Rodolfo, I
    Lieira, Douglas D.
    Guidoni, Daniel L.
    Nakamura, Luis H., V
    De Grande, Robson E.
    17TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2021), 2021, : 212 - 219
  • [37] A Bat Bio-inspired Mechanism for Resource Allocation in Vehicular Clouds
    Quessada, Matheus S.
    Lieira, Douglas D.
    Pereira, Rickson S.
    De Grande, Robson E.
    Meneguette, Rodolfo, I
    17TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2021), 2021, : 197 - 204
  • [38] HARMONIC: Shapley values in market games for resource allocation in vehicular clouds
    Ribeiro Jr, Aguimar
    da Costa, Joahannes B. D.
    Rocha Filho, Geraldo P.
    Villas, Leandro A.
    Guidoni, Daniel L.
    Sampaio, Sandra
    Meneguette, Rodolfo I.
    AD HOC NETWORKS, 2023, 149
  • [39] Vehicular Clouds Leveraging Mobile Urban Computing Through Resource Discovery
    Meneguette, Rodolfo, I
    Boukerche, Azzedine
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 21 (06) : 2640 - 2647
  • [40] A Shapley Value-based Strategy for Resource Allocation in Vehicular Clouds
    Ribeiro, Aguimar, Jr.
    Rocha Filho, Geraldo P.
    Guidoni, Daniel L.
    De Grande, Robson E.
    Sampaio, Sandra
    Meneguette, Rodolfo I.
    2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), 2022, : 5801 - 5806