101 citations · 451 across the 77 of their papers we have counts for
11 papers · 1 filter
TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning
Tien Thanh Le, Yusheng Ji, John C. S Lui
Distributed access control is a crucial component for massive machine type communication (mMTC). In this communication scenario, centralized resource allocation is not scalable bec…
Online VNF Chaining and Predictive Scheduling: Optimality and Trade-offs
Xi Huang, Simeng Bian, Xin Gao +4
For NFV systems, the key design space includes the function chaining for network requests and resource scheduling for servers. The problem is challenging since NFV systems usually…
FAVE: A fast and efficient network Flow AVailability Estimation method with bounded relative error
Tingwei Liu, John C. S. Lui
This paper focuses on helping network providers to carry out network capacity planning and sales projection by answering the question: For a given topology and capacity, whether th…
Quantifying Deployability & Evolvability of Future Internet Architectures via Economic Models
Li Ye, Hong Xie, John C. S. Lui +1
Emerging new applications demand the current Internet to provide new functionalities. Although many future Internet architectures and protocols have been proposed to fulfill such n…
Joint Cache Resource Allocation and Request Routing for In-network Caching Services
Weibo Chu, Mostafa Dehghan, John C. S. Lui +2
In-network caching is recognized as an effective solution to offload content servers and the network. A cache service provider (SP) always has incentives to better utilize its cach…
Accurate Learning or Fast Mixing? Dynamic Adaptability of Caching Algorithms
Jian Li, Srinivas Shakkottai, John C. S. Lui +1
Typical analysis of content caching algorithms using the metric of steady state hit probability under a stationary request process does not account for performance loss under a var…