@article{10.1109/TMC.2022.3215934,
author = {Liu, Qingyu and Li, Chengzhang and Hou, Y. Thomas and Lou, Wenjing and Reed, Jeffrey H. and Kompella, Sastry},
title = {Aion: A Bandwidth Conserving Scheduler With Data Freshness Guarantee},
year = {2024},
issue_date = {Jan. 2024},
publisher = {IEEE Educational Activities Department},
address = {USA},
volume = {23},
number = {1},
issn = {1536-1233},
url = {https://doi.org/10.1109/TMC.2022.3215934},
doi = {10.1109/TMC.2022.3215934},
abstract = {This paper investigates a bandwidth minimization problem with Age of Information (AoI) constraints—a fundamental problem that has not been studied in AoI research. The problem is of critical importance in bandwidth-limited IoT environment while, at the same time, there is an expectation of AoI requirement on the application side. We present a novel polynomial-time algorithm called Aion that can construct a scheduler to satisfy AoI constraints with strong theoretical guarantee in terms of minimizing required bandwidth. Specifically, we prove that the bandwidth required by Aion is minimum if the AoI constraint vector meets a special mathematical structure called <italic>Fractional Consecutively Divisible</italic> (FCD). In the general case when the given AoI constraint vector is not FCD, we show that the bandwidth required by Aion is tightly upper bounded by a factor of the minimum. We validate the performance of Aion through a large number of simulations and all results confirm our theoretical findings. The results from this paper lay a foundation for future research on bandwidth minimization with AoI guarantee.},
journal = {IEEE Transactions on Mobile Computing},
month = jan,
pages = {102–116},
numpages = {15}
}