Publication
Resource Allocation in Mobile Networks: A Decision Model Of Jockeying in Queues
Anthony Kiggundu; Bin Han; Dennis Krummacker; Hans Dieter Schotten
In: Fourth IEEE International Mediterranean Conference on Communications and Networking. IEEE International Mediterranean Conference on Communications and Networking (MeditCom-2024), IEEE, July 8-11, Madrid, Spain, IEEE, 2024.
Abstract
Use-case-specific network slicing in decentralized multi-tenancy cloud environments is a promising approach to
bridge the gap between the demand and supply of resources in next-generation communication networks. Our findings associate
different slice profiles to queues in a multi-server setting, such that tenants continuously assess their preferences and make
rational decisions to minimize the queuing delay.
Deviated from classical approaches that statistically model the jockeying phenomena in queuing systems, our work pioneers to
setup a behavioral model of jockeying impatient tenants. This will serve as a basis for decentralized management of
multi-queue systems, where the decision to jockey is individually made by each tenant upon its up-to-date assessment
of expected waiting time.
Additionally, we carry out numerical simulations to empirically unravel the parametric dependencies of the tenants’
jockeying behavior.