Efficient File Replication in Large Wireless Networks with Dynamic Popularity

被引:0
|
作者
Gitzenis, Savvas [1 ]
Toumpis, Stavros [2 ]
Tassiulas, Leandros [3 ]
机构
[1] CERTH, Inst Informat Technol, Thessaloniki, Greece
[2] Athens Univ Econ & Business, Dept Informat, Athens, Greece
[3] Univ Thessaly, Dept Elect & Comp Engn, Thessaly, Greece
关键词
ASYMPTOTIC LAWS; CAPACITY;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We investigate the problem of replication in large wireless networks that employ caching in the case of a single file whose popularity varies with time. As opposed to the case of static popularity, in this case for the network resources to be efficiently allocated the replication should vary with time. In this study, we first outline the low-level operations of wireless networks with caching, which involve decisions of combinatorial complexity, such as about the contents of all network caches. To overcome this complexity, we approximate the network optimization with a formulation based on the frequency of file replication across the network-a high-level perspective, amenable to mathematical analysis. We present a solution that is based on looking ahead into the future and has a simple graphical representation.
引用
收藏
页码:164 / 168
页数:5
相关论文
共 50 条
  • [31] Dynamic Replication Management Scheme for Distributed File System
    Thu, May Phyo
    Nwe, Khine Moe
    Aye, Kyar Nyo
    BIG DATA ANALYSIS AND DEEP LEARNING APPLICATIONS, 2019, 744 : 139 - 148
  • [32] File replication and distribution system for low bandwidth networks
    Pamintuan, DG
    Albacea, EA
    I-SPAN'02: INTERNATIONAL SYMPOSIUM ON PARALLEL ARCHITECTURES, ALGORITHMS AND NETWORKS, PROCEEDINGS, 2002, : 133 - 138
  • [33] Adaptive replication management algorithm based on location and file popularity for peer-to-peer network
    Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China
    Jisuanji Xuebao, 2009, 10 (1927-1937):
  • [34] Popularity Based File Categorization and Coded Caching in 5G Networks
    Kiskani, Mohsen Karimzadeh
    Vakilinia, Shahin
    Cheriet, Mohamed
    2017 IEEE 28TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2017,
  • [35] A method to calculate the number of dynamic HDFS copies based on file access popularity
    Cao, Xi-yue
    Wang, Chao
    Wang, Biao
    He, Zhen-xue
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2022, 19 (12) : 12212 - 12231
  • [36] An efficient adjustable grid-based data replication scheme for wireless sensor networks
    Chen, Tzung-Shi
    Wang, Neng-Chung
    Wu, Jia-Shiun
    AD HOC NETWORKS, 2016, 36 : 203 - 213
  • [37] A Randomized, Efficient, and Distributed Protocol for the Detection of Node Replication Attacks in Wireless Sensor Networks
    Conti, Mauro
    Di Pietro, Roberto
    Mancini, Luigi V.
    Mei, Alessandro
    MOBIHOC'07: PROCEEDINGS OF THE EIGHTH ACM INTERNATIONAL SYMPOSIUM ON MOBILE AD HOC NETWORKING AND COMPUTING, 2007, : 80 - 89
  • [38] Efficient Data Replication Mechanism to Maximize Data Survivability in Unattended Wireless Sensor Networks
    Hammood, Maytham M.
    Yoshigoe, Kenji
    5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, ICSPCS'2011, 2011,
  • [39] Cooperation and information replication in wireless networks
    Poularakis, Konstantinos
    Tassiulas, Leandros
    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2016, 374 (2062):
  • [40] Determining an Efficient Family of Trees in Large Scale Wireless Sensor Networks
    Wan, Shaohua
    2015 INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA (CCBD), 2015, : 264 - 267