Published April 24, 2023 | Version v1
Preprint Open

Constrained Network Slicing Games: Achieving Service Guarantees and Network Efficiency

  • 1. The University of Texas at Austin
  • 2. University Carlos III of Madrid & IMDEA Networks Institute

Description

Network slicing is a key capability for next generation mobile networks. It enables infrastructure providers to cost effectively customize logical networks over a shared infrastructure. A critical component of network slicing is resource allocation, which needs to ensure that slices receive the resources needed to support their services while optimizing network efficiency. In this paper, we propose a novel approach to slice-based resource allocation named Guaranteed seRvice Efficient nETwork slicing (GREET). The underlying concept is to set up a constrained resource allocation game, where ( i ) slices unilaterally optimize their allocations to best meet their (dynamic) customer loads, while ( ii ) constraints are imposed to guarantee that, if they wish so, slices receive a pre-agreed share of the network resources. The resulting game is a variation of the well-known Fisher market, where slices are provided a budget to contend for network resources (as in a traditional Fisher market), but (unlike a Fisher market) prices are constrained for some resources to ensure that the pre-agreed guarantees are met for each slice. In this way, GREET combines the advantages of a share-based approach (high efficiency by flexible sharing) and reservation-based ones (which provide guarantees by assigning a fixed amount of resources). We characterize the Nash equilibrium, best response dynamics, and propose a practical slice strategy with provable convergence properties. Extensive simulations exhibit substantial improvements over network slicing state-of-the-art benchmarks.

Files

Efficient_resource_allocation_with_service_guarantees_for_network_slicing__revision_.pdf

Additional details

Related works

Is previous version of
Journal article: 10.1109/TNET.2023.3262810 (DOI)

Funding

TrialsNet – TRials supported by Smart Networks beyond 5G 101095871
European Commission