Age of Information in a Decentralized Network of Parallel Queues with Routing and Packets Losses

TL;DR

This paper analyzes the Age of Information in a decentralized network of parallel queues with packet losses, providing new bounds and a game-theoretic framework for optimal routing decisions.

Contribution

It derives the average AoI for two queues using SHS, proposes a tight upper bound for multiple queues, and introduces a game-theoretic routing framework with convergence guarantees.

Findings

Derived average AoI for two-queue systems using SHS.

Provided a tight upper bound for AoI in multiple queues.

Developed a game framework for routing decisions with proven convergence.

Abstract

The paper deals with Age of Information (AoI) in a network of multiple sources and parallel queues with buffering capabilities, preemption in service and losses in served packets. The queues do not communicate between each other and the packets are dispatched through the queues according to a predefined probabilistic routing. By making use of the Stochastic Hybrid System (SHS) method, we provide a derivation of the average AoI of a system of two parallel queues (with and without buffer capabilities) and compare the results with those of a single queue. We show that known results of packets delay in Queuing Theory do not hold for the AoI. Unfortunately, the complexity of computing the average AoI using the SHS method increases highly with the number of queues. We therefore provide an upper bound of the average AoI in a system of an arbitrary number of M/M/1/(N+1) queues and show its tightness in various regimes. This upper bound allows providing a tight approximation of the average AoI with a very low complexity. We then provide a game framework that allows each source to determine its best probabilistic routing decision. By using Mean Field Games, we provide an analysis of the routing game framework, propose an efficient iterative method to find the routing decision of each source and prove its convergence to the desired equilibrium.