Shrinking VOD Traffic via Rényi-Entropic Optimal Transport
Chi-Jen (roger) Lo, Mahesh K. Marina, et al.
SIGMETRICS/PERFORMANCE 2024
In response to the exponential surge in Video on Demand (VOD) traffic, numerous research endeavors have concentrated on optimizing and enhancing infrastructure efficiency. In contrast, this paper explores whether users' demand patterns can be shaped to reduce the pressure on infrastructure. Our main idea is to design a mechanism that alters the distribution of user requests to another distribution which is much more cache-efficient, but still remains 'close enough' (in terms of cost) to fulfil individual user's preference.
Chi-Jen (roger) Lo, Mahesh K. Marina, et al.
SIGMETRICS/PERFORMANCE 2024
Chi-Jen Roger Lo, Mahesh K. Marina, et al.
Proceedings of the ACM on Measurement and Analysis of Computing Systems
Changtao Zhong, Hau-Wen Chang, et al.
ICWSM 2017
Chi-Jen (roger) Lo, Mahesh K. Marina, et al.
SIGMETRICS/PERFORMANCE 2024