A Two-Stage Reconfiguration in Network Function Virtualization: Toward Service Function Chain Optimization

Network Function Virtualization (NFV), as a promising paradigm, speeds up the service deployment by separating network functions from proprietary devices and deploying them on common servers in the form of software. Any service in NFV-enabled networks is achieved as a Service Function Chain (SFC) which consists of a series of ordered Virtual Network Functions (VNFs). However, migration of VNFs for more flexible services within a dynamic NFV-enabled network is a key challenge to be addressed. Current VNF migration studies mainly focus on single VNF migration decisions without considering the sharing and concurrent migration of VNF instances. In this paper, we assume that each deployed VNF is used by multiple SFCs and deal with the optimal placement for the contemporaneous migration of VNFs based on the actual network situation. We formalize the VNF migration and SFC reconfiguration problem as a mathematical model, which aims to minimize the VNF migration between nodes or the total number of core changes per node. The approach is a two-stage MILP based on optimal order to solve the reconfiguration. Extensive evaluation shows that the proposed approach can reduce the change in terms of location or number of cores per node in a 6-node and 14-node networks while ensuring network latency compared with the model without reconfiguration.

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Publication Details

Journal
IEEE Transactions on Network and Service Management
Published
2025-05-09
DOI
https://doi.org/10.1109/tnsm.2025.3567906
Primary Topic
Software-Defined Networks and 5G
Type
article
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article

A Two-Stage Reconfiguration in Network Function Virtualization: Toward Service Function Chain Optimization

Raul C. Almeida, K. D. R. Assis, Alex Ferreira dos Santos, Raouf Boutaba et al.
IEEE Transactions on Network and Service Management
Software-Defined Networks and 5G
article

A Two-Stage Reconfiguration in Network Function Virtualization: Toward Service Function Chain Optimization

Raul C. Almeida, K. D. R. Assis, Alex Ferreira dos Santos, Raouf Boutaba, Hojjat Baghban
article en

Abstract

Network Function Virtualization (NFV), as a promising paradigm, speeds up the service deployment by separating network functions from proprietary devices and deploying them on common servers in the form of software. Any service in NFV-enabled networks is achieved as a Service Function Chain (SFC) which consists of a series of ordered Virtual Network Functions (VNFs). However, migration of VNFs for more flexible services within a dynamic NFV-enabled network is a key challenge to be addressed. Current VNF migration studies mainly focus on single VNF migration decisions without considering the sharing and concurrent migration of VNF instances. In this paper, we assume that each deployed VNF is used by multiple SFCs and deal with the optimal placement for the contemporaneous migration of VNFs based on the actual network situation. We formalize the VNF migration and SFC reconfiguration problem as a mathematical model, which aims to minimize the VNF migration between nodes or the total number of core changes per node. The approach is a two-stage MILP based on optimal order to solve the reconfiguration. Extensive evaluation shows that the proposed approach can reduce the change in terms of location or number of cores per node in a 6-node and 14-node networks while ensuring network latency compared with the model without reconfiguration.

IEEE Transactions on Network and Service ManagementVol. 22(4)
Universidade Federal da Bahia (BR), Universidade Federal do Recôncavo da Bahia (BR), University of Waterloo (CA), Chang Gung University (TW)
Openalex Percentile: Top 90%
Software-Defined Networks and 5G
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A Two-Stage Reconfiguration in Network Function Virtualization: Toward Service Function Chain Optimization — Raul C. Almeida, K. D. R. Assis, et al. · IEEE Transactions on Network and Service Management (2025) | TGRS Research Map | TGRS