A Cloud-Fog Based Smart Grid Model Using Max-Min Scheduling Algorithm for Efficient Resource Allocation

被引:4
|
作者
Rasheed, Sadia [1 ]
Javaid, Nadeem [1 ]
Rehman, Saniah [1 ]
Hassan, Kanza [1 ]
Zafar, Farkhanda [1 ]
Naeem, Maria [1 ]
机构
[1] COMSATS Univ, Islamabad 44000, Pakistan
关键词
Cloud computing; Fog computing; Smart Grid; Max-Min; Round Robin;
D O I
10.1007/978-3-319-98530-5_23
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud-fog infrastructure revolutionized the modern world, providing, low latency, high efficiency, better security, faster decision making, while lowering operational cost [1]. However, integration of Smart Grid (SGs) with cloud-fog platform provides high quality supply and secure generation, transmission and distribution of power; uninterrupted demand-supply chain management. In this paper, integration of SG uses cloud-fog based environment is proposed, for better resource distribution. Six fogs are considered in different geographical regions. Whereas, each fog is connected with clusters, each cluster consists of 500 smart homes. In order to fulfill energy demand of homes, fogs receive a number of requests, where different load balancing algorithms are used on Virtual Machines (VMs), in order to provide efficient Response Time (RT) and Processing Time (PT). However, in this paper, Max-Min algorithm is proposed, for load balancing with advanced service broker policy. Considering the proposed load balancing algorithm, results are compared with Round Robin (RR), from simulations, we conclude, proposed load balancing algorithms outperform than RR.
引用
收藏
页码:273 / 285
页数:13
相关论文
共 50 条
  • [1] Min-Min Scheduling Algorithm for Efficient Resource Distribution Using Cloud and Fog in Smart Buildings
    Rehman, Saniah
    Javaid, Nadeem
    Rasheed, Sadia
    Hassan, Kanza
    Zafar, Farkhanda
    Naeem, Maria
    [J]. ADVANCES ON BROADBAND AND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS, BWCCA-2018, 2019, 25 : 15 - 27
  • [2] An Improved Resource Allocation Process Using Modified Max-Min Algorithm for Dynamic Cloud
    Praveenchandar, J.
    [J]. ADVANCED NETWORK TECHNOLOGIES AND INTELLIGENT COMPUTING, ANTIC 2022, PT I, 2023, 1797 : 282 - 294
  • [3] A Cloud-Fog Based Environment Using Beam Search Algorithm in Smart Grid
    Tehreem, Komal
    Javaid, Nadeem
    Bano, Hamida
    Ansar, Kainat
    Waheed, Moomina
    Butt, Hanan
    [J]. ADVANCES IN NETWORK-BASED INFORMATION SYSTEMS, NBIS-2018, 2019, 22 : 661 - 672
  • [4] Resource allocation model for cloud-fog-based smart grid
    Aljicevic, Zajim
    Kasapovic, Suad
    Hivziefendic, Jasna
    Kevric, Jasmin
    Mujkic, Samira
    [J]. SCIENCE AND TECHNOLOGY FOR ENERGY TRANSITION, 2023, 78
  • [5] Efficient Resource Allocation Model for Residential Buildings in Smart Grid Using Fog and Cloud Computing
    Fatima, Aisha
    Javaid, Nadeem
    Waheed, Momina
    Nazar, Tooba
    Shabbir, Shaista
    Sultana, Tanzeela
    [J]. INNOVATIVE MOBILE AND INTERNET SERVICES IN UBIQUITOUS COMPUTING, IMIS-2018, 2019, 773 : 289 - 298
  • [6] Cloud-Fog Based Smart Grid Paradigm for Effective Resource Distribution
    Ismail, Muhammad
    Javaid, Nadeem
    Zakria, Muhammad
    Zubair, Muhammad
    Saeed, Faizan
    Zaheer, Muhammad Asad
    [J]. ADVANCES IN NETWORK-BASED INFORMATION SYSTEMS, NBIS-2018, 2019, 22 : 234 - 247
  • [7] Integration of Cloud-Fog Based Environment with Smart Grid
    Butt, Hanan
    Javaid, Nadeem
    Bilal, Muhammad
    Naqvi, Syed Aon Ali
    Saif, Talha
    Tehreem, Komal
    [J]. ADVANCES IN INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS, 2019, 23 : 423 - 436
  • [8] Efficient Resource Allocation for Residential Smart Buildings Using Integrated Cloud and Fog Environment in Smart Grid
    Abbas, Amna
    Javaid, Nadeem
    Ismail, Muhammad
    Naeem, Maria
    Ahmed, Zaheer
    Wakeel, Tamoor
    [J]. ADVANCES ON BROADBAND AND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS, BWCCA-2018, 2019, 25 : 3 - 14
  • [9] Research on the utility max-min fair algorithm of resource allocation
    Xu, T
    Liao, JX
    [J]. PERFORMANCE CHALLENGES FOR EFFICIENT NEXT GENERATION NETWORKS, VOLS 6A-6C, 2005, 6A-6C : 1967 - 1976
  • [10] A Cloud-Fog-Based Smart Grid Model for Efficient Resource Utilization
    Zahoor, Saman
    Javaid, Nadeem
    Khan, Asif
    Ruqia, Bibi
    Muhammad, Fatima J.
    Zahid, Maida
    [J]. 2018 14TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2018, : 1154 - 1160