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
  • [41] Energy-Efficient Scheduling Optimization for Parallel Applications on Heterogeneous Distributed Systems
    Gao, Nan
    Xu, Cheng
    Peng, Xin
    Luo, Haibo
    Wu, Wufei
    Xie, Guoqi
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2020, 29 (13)
  • [42] Energy-efficient Optimization of Flexible Job Shop Scheduling and Preventive Maintenance
    Mirahmadi, Nasim
    Taghipour, Sharareh
    2019 ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM (RAMS 2019) - R & M IN THE SECOND MACHINE AGE - THE CHALLENGE OF CYBER PHYSICAL SYSTEMS, 2019,
  • [43] An adaptive deadline constrained energy-efficient scheduling heuristic for workflows in clouds
    Zheng, Wei
    Huang, Shouhui
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2015, 27 (18) : 5590 - 5605
  • [44] Scheduling and Transport for File Transfers on High-Speed Optical Circuits
    Malathi Veeraraghavan
    Xuan Zheng
    Wu-chun Feng
    Hojun Lee
    Edwin K.P. Chong
    Hua Li
    Journal of Grid Computing, 2003, 1 (4) : 395 - 405
  • [45] Energy Efficient and Reliability Aware Workflow Task Scheduling in Cloud Environment
    Medara, Rambabu
    Singh, Ravi Shankar
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 119 (02) : 1301 - 1320
  • [46] Slack-time-aware Energy Efficient Scheduling for Multiprocessor SoCs
    Li, Xin
    Jia, Zhiping
    Ju, Lei
    2013 IEEE 15TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS & 2013 IEEE INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (HPCC_EUC), 2013, : 278 - 285
  • [47] A Lightweight Energy-Efficient Technique for QoS Enhancement in Urban VFC for Intelligent Transportation System
    Binwal, Deep Chandra
    Tiwari, Rajeev
    Kapoor, Monit
    JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2023, 31 (04)
  • [48] Optical Label Switching Technology and Energy-Efficient Future Networks
    Ben Yoo, S. J.
    PS: 2009 INTERNATIONAL CONFERENCE ON PHOTONICS IN SWITCHING, 2009, : 263 - 264
  • [49] Smart Home Information Management System for Energy-Efficient Networks
    Peruzzini, Margherita
    Germani, Michele
    Papetti, Alessandra
    Capitanelli, Andrea
    COLLABORATIVE SYSTEMS FOR REINDUSTRIALIZATION, 2013, 408 : 393 - 401
  • [50] Reliability-Aware Ratioed Logic Operations for Energy-Efficient Computational ReRAM
    Fernandez, Carlos
    Vourkas, Ioannis
    PROCEEDINGS OF THE 2022 IFIP/IEEE 30TH INTERNATIONAL CONFERENCE ON VERY LARGE SCALE INTEGRATION (VLSI-SOC), 2022,