A Distributed Algorithm for Resource Allocation for Delay Sensitive Services

被引:0
|
作者
Kallitsis, Michael G. [1 ]
Callaway, Robert D. [1 ,2 ]
Devetsikiotis, Michael [1 ,2 ]
Michailidis, George [3 ]
机构
[1] North Carolina State Univ, Dept Elect & Comp Engn, Raleigh, NC 27695 USA
[2] IBM Corp, Websphere DataPower SOA Appliances, Res Triangle Pk, NC 27709 USA
[3] Univ Michigan, Dept Stat, Ann Arbor, MI 48109 USA
关键词
OPTIMIZATION;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we present a distributed algorithm that dynamically allocates the available resources of a service-oriented network to delay sensitive network services. Our algorithm is based on Gauss-Seidel type iterations. Thus, each node depends on its local information and sends/receives a small number of messages, until convergence is achieved. We use a utility-based framework to differentiate services based on both their relative profitability and quality-of-service requirements. Our performance metric is a network calculus driven, end-to-end delay that a service class experiences in the network. Finally, we evaluate the performance of our system under various scenarios, including an analysis with real instant messaging network traces.
引用
收藏
页码:53 / +
页数:2
相关论文
共 50 条
  • [1] Distributed and Dynamic Resource Allocation for Delay Sensitive Network Services
    Kallitsis, Michael G.
    Callaway, Robert D.
    Devetsikiotis, Michael
    Michailidis, George
    [J]. GLOBECOM 2008 - 2008 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, 2008,
  • [2] Distributed Resource Allocation With Federated Learning for Delay-Sensitive IoV Services
    Song, Xiaoqin
    Hua, Yuqing
    Yang, Yang
    Xing, Guoliang
    Liu, Fang
    Xu, Lei
    Song, Tiecheng
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (03) : 4326 - 4336
  • [3] Distributed Resource Allocation for Delay-Sensitive Services in Satellite Networks Using Game Theory
    Petraki, Dionysia K.
    Anastasopoulos, Markos P.
    Chen, Hsiao-Hwa
    Cottis, Panayotis G.
    [J]. IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES, 2009, 1 (02) : 134 - 144
  • [4] Resource Allocation for Network Slices with Delay-Sensitive Multimedia Services
    Gao, Jing
    Zhou, Fanqin
    Sun, Gang
    Feng, Lei
    Li, Wenjing
    Qiu, Xuesong
    Chen, Xiaolu
    [J]. 2020 IEEE INTERNATIONAL SYMPOSIUM ON BROADBAND MULTIMEDIA SYSTEMS AND BROADCASTING (BMSB), 2020,
  • [5] A delay-sensitive resource allocation algorithm for container cluster in edge environment
    Guo, Shaoyong
    Zhang, Keqin
    Gong, Bei
    He, Wenchen
    Qiu, Xuesong
    [J]. COMPUTER COMMUNICATIONS, 2021, 170 : 144 - 150
  • [6] A distributed resource allocation algorithm for many processes
    Hesselink, Wim H.
    [J]. ACTA INFORMATICA, 2013, 50 (5-6) : 297 - 329
  • [7] A distributed resource allocation algorithm for many processes
    Wim H. Hesselink
    [J]. Acta Informatica, 2013, 50 : 297 - 329
  • [8] A Novel Distributed Algorithm for Constrained Resource Allocation
    Wang, Xiaochu
    Sun, Changhao
    Sun, Ting
    [J]. 2019 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC 2019), VOL 2, 2019, : 331 - 336
  • [9] A Distributed Algorithm for Resource Allocation in Smart Grid
    Zheng, Yaodong
    Shi, Xiasheng
    Yan, Gangfeng
    Wang, Yinan
    Bai, Yunxiao
    Fan, Zhantao
    Chen, Rouyi
    [J]. 2018 2ND IEEE CONFERENCE ON ENERGY INTERNET AND ENERGY SYSTEM INTEGRATION (EI2), 2018, : 721 - 725
  • [10] Distributed Algorithm for Robust Resource Allocation with Polyhedral Uncertain Allocation Parameters
    Xianlin Zeng
    Peng Yi
    Yiguang Hong
    [J]. Journal of Systems Science and Complexity, 2018, 31 : 103 - 119