Next Article in Journal
A Novel Multi-Area Distribution State Estimation Approach with Nodal Redundancy
Previous Article in Journal
Performance Optimization of CsPb(I1–xBrx)3 Inorganic Perovskite Solar Cells with Gradient Bandgap
Previous Article in Special Issue
Decomposition Methods for the Network Optimization Problem of Simultaneous Routing and Bandwidth Allocation Based on Lagrangian Relaxation
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

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

by
Piotr Arabas
1,*,
Tomasz Jóźwik
2 and
Ewa Niewiadomska-Szynkiewicz
1
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
*
Author to whom correspondence should be addressed.
Energies 2023, 16(10), 4136; https://doi.org/10.3390/en16104136
Submission received: 2 April 2023 / Revised: 12 May 2023 / Accepted: 15 May 2023 / Published: 17 May 2023

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.
Keywords: energy-aware data center network; energy-efficient routing; Valiant routing; ECMP; mixed-integer programming; simulation energy-aware data center network; energy-efficient routing; Valiant routing; ECMP; mixed-integer programming; simulation

Share and Cite

MDPI and ACS Style

Arabas, P.; Jóźwik, T.; Niewiadomska-Szynkiewicz, E. Router Activation Heuristics for Energy-Saving ECMP and Valiant Routing in Data Center Networks. Energies 2023, 16, 4136. https://doi.org/10.3390/en16104136

AMA Style

Arabas P, Jóźwik T, Niewiadomska-Szynkiewicz E. Router Activation Heuristics for Energy-Saving ECMP and Valiant Routing in Data Center Networks. Energies. 2023; 16(10):4136. https://doi.org/10.3390/en16104136

Chicago/Turabian Style

Arabas, Piotr, Tomasz Jóźwik, and Ewa Niewiadomska-Szynkiewicz. 2023. "Router Activation Heuristics for Energy-Saving ECMP and Valiant Routing in Data Center Networks" Energies 16, no. 10: 4136. https://doi.org/10.3390/en16104136

APA Style

Arabas, P., Jóźwik, T., & Niewiadomska-Szynkiewicz, E. (2023). Router Activation Heuristics for Energy-Saving ECMP and Valiant Routing in Data Center Networks. Energies, 16(10), 4136. https://doi.org/10.3390/en16104136

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop