Energy-Efficient, QoS-Aware Packet Scheduling in High-Speed Networks

被引:5
|
作者
Yu, Qun [1 ]
Znati, Taieb [2 ]
Yang, Wang [3 ]
机构
[1] Univ Pittsburgh, Sch Informat Sci, Pittsburgh, PA 15260 USA
[2] Univ Pittsburgh, Dept Comp Sci, Pittsburgh, PA 15260 USA
[3] Southeast Univ, Sch Comp Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China
基金
美国国家科学基金会;
关键词
Energy-efficient networks; DPM; DVFS; QoS-aware scheduling; Network performance; Simulation;
D O I
10.1109/JSAC.2015.2483424
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
In current commercial routers, faster network processor units (NPUs) in line cards (LCs) can significantly improve network QoS performance. However, this improvement may come at a high cost of energy consumption. In this paper, we propose and investigate two classes of QoS-aware DVFS-based packet scheduling schemes. The first class uses queue length (QL) to control execution rates in line cards, whereas the second uses link utilization to achieve the same purpose. Excessive reduction in execution rate to save energy, however, may result in a sharp increase in network delay. To address this challenge, different frequency scaling strategies are proposed, and the performance of their associated schedulers is investigated. The simulation results show that both QL-aware and Load-aware DVFS have potential for significant energy saving in high-speed networks, with acceptable delay performance. Furthermore, a simulation study is carried out to compare the performance of the proposed schemes to similar schemes described in the literature for different network environments and traffic loads. The results show that the m (Q) over bar LA scheme achieves the best results, with performance gains of up to 9.5% energy saving, while meeting the QoS performance of the supported applications.
引用
收藏
页码:2789 / 2800
页数:12
相关论文
共 50 条
  • [1] Energy-Fifficient, Delay-aware Packet Scheduling in High-Speed Networks
    Yu, Qun
    Znatit, Taieb
    Yang, Wang
    2015 IEEE 34TH INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2015,
  • [2] A QoS-aware scheduling algorithm for input queued switches
    Marsan, MA
    Bianco, A
    Leonardi, E
    Milia, L
    PROCEEDINGS OF 1999 SYMPOSIUM ON PERFORMANCE EVALUATION OF COMPUTER AND TELECOMMUNICATION SYSTEMS, 1999, : 55 - 61
  • [3] Modeling and optimizing energy-efficient manual driving on high-speed lines
    Sicre, Carlos
    Cucala, Asuncion P.
    Fernandez, Antonio
    Lukaszewicz, Piotr
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2012, 7 (06) : 633 - 640
  • [4] SLA-aware energy-efficient scheduling scheme for Hadoop YARN
    Xiaojun Cai
    Feng Li
    Ping Li
    Lei Ju
    Zhiping Jia
    The Journal of Supercomputing, 2017, 73 : 3526 - 3546
  • [5] SLA-Aware Energy-Efficient Scheduling Scheme for Hadoop YARN
    Li, Ping
    Ju, Lei
    Jia, Zhiping
    Sun, Zhiwen
    2015 IEEE 17TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS, 2015 IEEE 7TH INTERNATIONAL SYMPOSIUM ON CYBERSPACE SAFETY AND SECURITY, AND 2015 IEEE 12TH INTERNATIONAL CONFERENCE ON EMBEDDED SOFTWARE AND SYSTEMS (ICESS), 2015, : 623 - 628
  • [6] SLA-aware energy-efficient scheduling scheme for Hadoop YARN
    Cai, Xiaojun
    Li, Feng
    Li, Ping
    Ju, Lei
    Jia, Zhiping
    JOURNAL OF SUPERCOMPUTING, 2017, 73 (08) : 3526 - 3546
  • [7] Kalmia: A Heterogeneous QoS-aware Scheduling Framework for DNN Tasks on Edge Servers
    Fu, Ziyan
    Ren, Ju
    Zhang, Deyu
    Zhou, Yuezhi
    Zhang, Yaoxue
    IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2022), 2022, : 780 - 789
  • [8] Using adaptive priority scheduling for service differentiation in QoS-aware web servers
    Teixeira, MM
    Santana, MJ
    Santana, RHC
    CONFERENCE PROCEEDINGS OF THE 2004 IEEE INTERNATIONAL PERFORMANCE, COMPUTING, AND COMMUNICATIONS CONFERENCE, 2004, : 279 - 285
  • [9] Task Deadline-Aware Energy-Efficient Scheduling Model for a Virtualized Cloud
    Garg, Neha
    Goraya, Major Singh
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2018, 43 (02) : 829 - 841
  • [10] Task Deadline-Aware Energy-Efficient Scheduling Model for a Virtualized Cloud
    Neha Garg
    Major Singh Goraya
    Arabian Journal for Science and Engineering, 2018, 43 : 829 - 841