On the Age of Information in Multi-Source Queueing Models

Freshness of status update packets is essential for enabling services where a destination needs the most recent measurements of various sensors. In this paper, we study the information freshness of single-server multi-source queueing models under a first-come first-served (FCFS) serving policy. In the considered model, each source independently generates status update packets according to a Poisson process. The information freshness of the status updates of each source is evaluated by the average age of information (AoI). We derive an exact expression for the average AoI for the case with exponentially distributed service time, i.e., for a multi-source M/M/1 queueing model. Moreover, we derive three approximate expressions for the average AoI for a multi-source M/G/1 queueing model having a general service time distribution. Simulation results are provided to validate the derived exact average AoI expression, to assess the tightness of the proposed approximations, and to demonstrate the AoI behavior for different system parameters.

Authors:
Moltafet Mohammad, Leinonen Markus, Codreanu Marian

Publication type:
A1 Journal article – refereed

Place of publication:

Keywords:
age of information (AoI), Information freshness, multi-source M/G/1 queueing model

Published:

Full citation:
M. Moltafet, M. Leinonen and M. Codreanu, “On the Age of Information in Multi-Source Queueing Models,” in IEEE Transactions on Communications, vol. 68, no. 8, pp. 5003-5017, Aug. 2020, doi: 10.1109/TCOMM.2020.2997414

DOI:
https://doi.org/10.1109/TCOMM.2020.2997414

Read the publication here:
http://urn.fi/urn:nbn:fi-fe2020100983569