Competition between tenants with strategic resource allocation in 5G network slicing

12/10/2019
by   Luis Guijarro, et al.
0

We propose and analyze a business model for 5G operators. Each operator is entitled to a share of a network operated by an Infrastructure Provider (InP) and use network slicing mechanisms to request network resources as needed for service provision. The network operators become Network Slice Tenants (NSTs). The InP performs the resource allocation based on a vector of weights chosen strategically by each NST. The weights distribute the NST's share of resources between its subscribers in each cell. We propose a strategy profile in which the NST chooses weights equal to the product of its share by the ratio between the total number of subscribers in the cell and the total number of subscribers in the network. We characterize the proposed solution in terms of subscription ratios and fractions of subscribers, for different cell capacities and user sensitivities. The proposed solution provides the exact values for the Nash equilibrium if the cells are homogeneous in terms of normalized capacity, which is a measure of the total amount of resources available in the cell. Otherwise, if the cells are heterogeneous, it provides an accurate approximation. We quantify the deviation from the equilibrium and conclude that it is highly accurate.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
01/06/2020

Constrained Network Slicing Games: Achieving service guarantees and network efficiency

Network slicing is a key capability for next generation mobile networks....
research
09/14/2020

Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing

The paper presents a reinforcement learning solution to dynamic resource...
research
10/03/2017

Generalized Colonel Blotto Game

Competitive resource allocation between adversarial decision makers aris...
research
11/18/2019

Profile-based Resource Allocation for Virtualized Network Functions

The virtualization of compute and network resources enables an unseen fl...
research
05/06/2019

Optimal Resource Allocation for Cellular Networks with Virtual Cell Joint Decoding

This work presents a new resource allocation optimization framework for ...
research
05/06/2019

Virtual Cell Clustering with Optimal Resource Allocation to Maximize Cellular System Capacity

This work presents a new network optimization framework for cellular net...
research
07/19/2019

Greedy but Cautious: Conditions for Miner Convergence to Resource Allocation Equilibrium

All public blockchains are secured by a proof of opportunity cost among ...

Please sign up or login with your details

Forgot password? Click here to reset