Kellen Cheng, Anna Lisa Gentile, et al.
EMNLP 2024
We consider packet routing when packets are injected continuously into a network. We develop an adversarial theory of queuing aimed at addressing some of the restrictions inherent in probabilistic analysis and queuing theory based on time-invariant stochastic generation. We examine the stability of queuing networks and policies when the arrival process is adversarial, and provide some preliminary results in this direction. Our approach sheds light on various queuing policies in simple networks, and paves the way for a systematic study of queuing with few or no probabilistic assumptions.
Kellen Cheng, Anna Lisa Gentile, et al.
EMNLP 2024
Amarachi Blessing Mbakwe, Joy Wu, et al.
NeurIPS 2023
Hironori Takeuchi, Tetsuya Nasukawa, et al.
Transactions of the Japanese Society for Artificial Intelligence
George Saon
SLT 2014