A tutorial on ultrareliable and low-latency communications in 6G: Integrating domain knowledge into deep learning

C She, C Sun, Z Gu, Y Li, C Yang… - Proceedings of the …, 2021 - ieeexplore.ieee.org
As one of the key communication scenarios in the fifth-generation and also the sixth-
generation (6G) mobile communication networks, ultrareliable and low-latency …

A perspective on time toward wireless 6G

P Popovski, F Chiariotti, K Huang… - Proceedings of the …, 2022 - ieeexplore.ieee.org
With the advent of 5G technology, the notion of latency got a prominent role in wireless
connectivity, serving as a proxy term for addressing the requirements for real-time …

Deadline scheduling as restless bandits

Z Yu, Y Xu, L Tong - IEEE Transactions on Automatic Control, 2018 - ieeexplore.ieee.org
The problem of stochastic deadline scheduling is considered. A constrained Markov
decision process model is introduced in which jobs arrive randomly at a service center with …

Throughput optimal decentralized scheduling of multihop networks with end-to-end deadline constraints: Unreliable links

R Singh, PR Kumar - IEEE Transactions on Automatic Control, 2018 - ieeexplore.ieee.org
We consider multihop networks serving multiple flows in which packets have hard
deadlines. Packets not delivered to their destinations by their deadlines are of no value. The …

Resource pooling and allocation policies to deliver differentiated service

Y Zhong, Z Zheng, MC Chou… - Management Science, 2018 - pubsonline.informs.org
Resource pooling strategies have been widely used in industry to match supply with
demand. However, effective implementation of these strategies can be challenging. Firms …

Adaptive CSMA for decentralized scheduling of multi-hop networks with end-to-end deadline constraints

R Singh, PR Kumar - IEEE/ACM Transactions on Networking, 2021 - ieeexplore.ieee.org
Consider a multihop wireless network serving multiple flows in which wireless interference
constraints between links are described by a link-interference graph. The timely-throughput …

On Maximizing the Probability of Achieving Deadlines in Communication Networks

B Becker, C Oberli, T Meuser, R Steinmetz - Journal of Sensor and …, 2024 - mdpi.com
We consider the problem of meeting deadline constraints in wireless communication
networks. Fulfilling deadlines depends heavily on the routing algorithm used. We study this …

Deep reinforcement learning for scheduling uplink iot traffic with strict deadlines

BM Robaglia, A Destounis… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
This paper considers the Multiple Access problem where N Internet of Things (IoT) devices
share a common wireless medium towards a central Base Station (BS). We propose a …

Joint scheduling of deferrable demand and storage with random supply and processing rate limits

J Jin, L Hao, Y Xu, J Wu, QS Jia - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We study the joint scheduling of deferrable demands (eg, the charging of electric vehicles)
and storage systems in the presence of random supply, demand arrivals, processing costs …

Dynamic power control for packets with deadlines

E Fountoulakis, N Pappas, Q Liao… - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
Wireless devices need to adapt their transmission power according to the fluctuating
wireless channel in order to meet constraints of delay sensitive applications. In this paper …