Single and Multi-domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding

Abstract : Network Function Virtualization (NFV) will simplify deployment and management of network and telecommunication services. NFV provides flexibility by virtualizing the network functions and moving them to a virtualization platform. In order to achieve its full potential, NFV is being extended to mobile or wireless networks by considering virtualization of radio functions. A typical network service setup requires the allocation of a Virtual Network Function -Forwarding Graph (VNF-FG). A VNF-FG is allocated considering the resource constraints of the lower infrastructure. This topic has been well-studied in existing literature, however, the effects of variations of networks over time have not been addressed yet. In this paper, we provide a model of the adaptive and dynamic VNF allocation problem considering also VNF migration. Then we formulate the optimization problem as an Integer Linear Programming (ILP) and provide a heuristic algorithm for allocating multiple VNF-FGs. The idea is that VNF-FGs can be reallocated dynamically to obtain the optimal solution over time. First, a centralized optimization approach is proposed to cope with the ILP-resource allocation problem. Next, a decentralized optimization approach is proposed to deal with cooperative multi-operator scenarios. We adopt AD3, an ADMM-based algorithm, to solve this problem in a distributed way. The results confirm that the proposed algorithms are able to optimize the network utilization, while limiting the number of reallocations of VNFs which could interrupt network services.
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https://hal.archives-ouvertes.fr/hal-01904442
Contributor : Kamal Singh <>
Submitted on : Wednesday, October 24, 2018 - 11:17:57 PM
Last modification on : Friday, September 13, 2019 - 9:50:55 AM

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Quang Tran Anh Pham, Abbas Bradai, Kamal Deep Singh, Gauthier Picard, Roberto Riggio. Single and Multi-domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding. IEEE Transactions on Network and Service Management, IEEE, 2019, 16 (1), pp.98-112. ⟨10.1109/TNSM.2018.2876623⟩. ⟨hal-01904442⟩

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