The Age of Information: Real-Time Status Updating by Multiple Sources
We examine multiple independent sources providing status updates to a monitor through simple queues. We formulate an age of information (AoI) timeliness metric and derive a general result for the AoI that is applicable to a wide variety of multiple source service systems. For first-come first-served and two types of last-come first-served systems with Poisson arrivals and exponential service times, we find the region of feasible average status ages for multiple updating sources. We then use these results to characterize how a service facility can be shared among multiple updating sources. A new simplified technique for evaluating the AoI in finite-state continuous-time queuing systems is also derived. Based on stochastic hybrid systems, this method makes AoI evaluation to be comparable in complexity to finding the stationary distribution of a finite-state Markov chain.
| Type | Journal Article |
|---|---|
| Published | September 20, 2018 |
| Source | IEEE Transactions on Information Theory |
| Publisher | Institute of Electrical and Electronics Engineers |
| Volume/Issue | Vol. 65 , Issue 3 , pp. 1807-1827 |
| DOI | 10.1109/tit.2018.2871079 |
| OpenAlex ID | W2516167305 |
| Open Access | green Access Free PDF |