Router Activation Heuristics for Energy-Saving ECMP and Valiant Routing in Data Center Networks

Author:

Arabas Piotr1ORCID,Jóźwik Tomasz2ORCID,Niewiadomska-Szynkiewicz Ewa1ORCID

Affiliation:

1. Institute of Control and Computation Engineering, Warsaw University of Technology, Nowowiejska 15/19, 00-665 Warsaw, Poland

2. Doctoral School of the Military University of Technology, Sylwestra Kaliskiego 2, 00-908 Warsaw, Poland

Abstract

This paper addresses the energy conservation problem in computing systems. The focus is on energy-efficient routing protocols. We formulated and solved a network-wide optimization problem for calculating energy-aware routing for the recommended network configuration. Considering the complexity of the mathematical models of data center networks and the limitations of calculating routing by solving large-scale optimization problems, and methods described in the literature, we propose an alternative solution. We designed and developed several efficient heuristics for equal-cost multipath (ECMP) and Valiant routing that reduce the energy consumption in the computer network interconnecting computing servers. Implementing these heuristics enables the selection of routing paths and relay nodes based on current and predicted internal network load. The utility and efficiency of our methods were verified by simulation. The test cases were carried out on several synthetic network topologies, giving encouraging results. Similar results of using our efficient heuristic algorithm and solving the optimization task confirmed the usability and effectiveness of our solution. Thus, we produced well-justified recommendations for energy-aware computing system design to conclude the paper.

Publisher

MDPI AG

Subject

Energy (miscellaneous),Energy Engineering and Power Technology,Renewable Energy, Sustainability and the Environment,Electrical and Electronic Engineering,Control and Optimization,Engineering (miscellaneous),Building and Construction

Reference43 articles.

1. Dab, B., Fajjari, I., Belabed, D., and Aitsaadi, N. (2021). Management of Data Center Networks, John Wiley & Sons, Ltd.. Chapter 1.

2. Parallel patterns for heterogeneous CPU/GPU architectures: Structured parallelism from cluster to cloud;Campa;Future Gener. Comput. Syst.,2014

3. Computational Intelligence and Optimization Techniques in Communications and Control;Szczepanski;Bull. Pol. Acad. Sci. Tech. Sci.,2020

4. Efficient techniques for energy saving in data center networks;Chkirbene;Comput. Commun.,2018

5. Simultaneous routing and flow rate optimization in energy-aware computer networks;Arabas;Int. J. Appl. Math. Comput. Sci.,2016

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3