Popularity-Based Cache Placement for Fog Networks

被引:0
|
作者
Althamary, Ibrahim [1 ]
Huang, Chih-Wei [1 ]
Lin, Phone [2 ]
Yang, Shun-Ren [3 ]
Cheng, Chien-Wei [4 ]
机构
[1] Natl Cent Univ, Dept Commun Engn, Taoyuan, Taiwan
[2] Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei, Taiwan
[3] Natl Tsing Hua Univ, Dept Comp Sci, Hsinchu, Taiwan
[4] Chunghwa Telecommun Labs, Business Intelligence Lab, Taoyuan, Taiwan
关键词
Fog computing; caching; energy efficiency; 5G;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Cache placement is a critical issue in fog networks. It is essential to simultaneously consider the quality of network connection, the demand of contents, and the users' activities. This paper proposes an efficient cache placement by placing the files based on popularity categories within a fog node cluster. Requested files are categorized into three popularity levels and strategically cached in fog nodes of various activity levels This work aims to reduce energy consumption by reducing the number of cells to serve the users based on content popularity. Another contribution of this paper is the clustering method for the fog nodes to select the node to host for the cache contents. The effectiveness of the algorithm is tested using the simulation regarding energy efficiency.
引用
收藏
页码:800 / 804
页数:5
相关论文
共 50 条
  • [1] Popularity-Based Video Caching Techniques for Cache-Enabled Networks: A Survey
    Goian, Huda S.
    Al-Jarrah, Omar Y.
    Muhaidat, Sami
    Al-Hammadi, Yousof
    Yoo, Paul
    Dianati, Mehrdad
    IEEE ACCESS, 2019, 7 : 27699 - 27719
  • [2] A Hybrid Regression Model for Video Popularity-based Cache Replacement in Content Delivery Networks
    Ben Abdelkrim, Emira
    Salahuddin, Mohammad A.
    Elbiaze, Halima
    Glitho, Roch
    2016 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2016,
  • [3] Task Popularity-Based Energy Minimized Computation Offloading for Fog Computing Wireless Networks
    Kim, Junsung
    Ha, Taeyoung
    Yoo, Wonsuk
    Chung, Jong-Moon
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (04) : 1200 - 1203
  • [4] Popularity-based content cache management for in-network caching
    Fukushima, Taketo
    Iio, Masamitsu
    Hirata, Kouji
    Yamamoto, Miki
    33RD INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN 2019), 2019, : 411 - 413
  • [5] A popularity-based approach for effective Cloud offload in Fog deployments
    Enguehard, Marcel
    Carofiglio, Giovanna
    Rossi, Dario
    PROCEEDINGS OF THE 2018 30TH INTERNATIONAL TELETRAFFIC CONGRESS (ITC 30), VOL 1, 2018, : 55 - 63
  • [6] On Popularity-Based Load Balancing in Content Networks
    Janaszka, Tomasz
    Bursztynowski, Dariusz
    Dzida, Mateusz
    2012 24TH INTERNATIONAL TELETRAFFIC CONGRESS (ITC 24), 2012, : 153 - 160
  • [7] Clustered multimedia NOD: Popularity-based article prefetching and placement
    Kim, YJ
    Choi, TU
    Jung, KO
    Kang, YK
    Park, SH
    Chung, KD
    INFORMATION-BASED ACCESS TO STORAGE: THE FOUNDATION OF INFORMATION SYSTEMS, PROCEEDINGS, 1999, : 194 - 202
  • [8] A Popularity-based Cache Consistency Mechanism for Information-Centric Networking
    Feng, Bohao
    Zhou, Huachun
    Zhang, Hongke
    Jiang, Jiaojiao
    Yu, Shui
    2016 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2016,
  • [9] Popularity-Based Data Placement With Load Balancing in Edge Computing
    Wei, Xinliang
    Wang, Yu
    IEEE TRANSACTIONS ON CLOUD COMPUTING, 2023, 11 (01) : 397 - 411
  • [10] Popularity-based Partial Caching for Information Centric Networks
    Abani, Noor
    Farhadit, Golnaz
    Ito, Akira
    Gerla, Mario
    2016 15TH IFIP MEDITERRANEAN AD HOC NETWORKING WORKSHOP (MED-HOC-NET 2016), 2016,