Software-defined networking (SDN) is a paradigm that provides flexibility and programmability to computer networks. By introducing SDN nodes in a legacy IP network topology, network operators can benefit on higher control over the infrastructure. However, this migration is not a fast or straightforward process. Furthermore, to provide an adequate quality of service in hybrid IP/SDN networks, the coordination of both IP and SDN paradigm is fundamental. In this paper, this coordination is used to solve two optimization problems that are typically solved separately: (i) traffic load balancing and (ii) power consumption minimization. Each of these problems has opposing objectives, and thus, their joint consideration implies striking a balance between them. Therefore, this paper proposes the Hybrid Spreading Load Algorithm (HSLA) heuristic that jointly faces the problems of balancing traffic by minimizing link utilization and network's power consumption in a hybrid IP/SDN network. HSLA is evaluated over differently sized topologies using different methods to select which nodes are migrated from IP to SDN. These evaluations reveal that alternative approaches that only address one of the objectives are outperformed by HSLA.

Joint energy efficiency and load balancing optimization in hybrid IP/SDN networks / Galan-Jimenez, J; Polverini, M; Lavacca, Fg; Herrera, Jl; Berrocal, J. - In: ANNALES DES TÉLÉCOMMUNICATIONS. - ISSN 0003-4347. - 78:1-2(2023), pp. 13-31. [10.1007/s12243-022-00921-y]

Joint energy efficiency and load balancing optimization in hybrid IP/SDN networks

Polverini, M;Lavacca, FG;
2023

Abstract

Software-defined networking (SDN) is a paradigm that provides flexibility and programmability to computer networks. By introducing SDN nodes in a legacy IP network topology, network operators can benefit on higher control over the infrastructure. However, this migration is not a fast or straightforward process. Furthermore, to provide an adequate quality of service in hybrid IP/SDN networks, the coordination of both IP and SDN paradigm is fundamental. In this paper, this coordination is used to solve two optimization problems that are typically solved separately: (i) traffic load balancing and (ii) power consumption minimization. Each of these problems has opposing objectives, and thus, their joint consideration implies striking a balance between them. Therefore, this paper proposes the Hybrid Spreading Load Algorithm (HSLA) heuristic that jointly faces the problems of balancing traffic by minimizing link utilization and network's power consumption in a hybrid IP/SDN network. HSLA is evaluated over differently sized topologies using different methods to select which nodes are migrated from IP to SDN. These evaluations reveal that alternative approaches that only address one of the objectives are outperformed by HSLA.
2023
hybrid IP; SDN; load balancing; energy efficiency; traffic engineering; heuristic
01 Pubblicazione su rivista::01a Articolo in rivista
Joint energy efficiency and load balancing optimization in hybrid IP/SDN networks / Galan-Jimenez, J; Polverini, M; Lavacca, Fg; Herrera, Jl; Berrocal, J. - In: ANNALES DES TÉLÉCOMMUNICATIONS. - ISSN 0003-4347. - 78:1-2(2023), pp. 13-31. [10.1007/s12243-022-00921-y]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1655487
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