no code implementations • 21 Oct 2021 • Eugene P. W. Ang, Lin Shan, Alex C. Kot
With DEX and DEXLite, existing methods can gain significant improvements when tested on other unseen datasets, thereby demonstrating the general applicability of our method.
no code implementations • 7 Dec 2020 • Lin Chen, Anastasios Giovanidis, Wei Wang, Lin Shan
We formulate and analyze a generic sequential resource access problem arising in a variety of engineering fields, where a user disposes a number of heterogeneous computing, communication, or storage resources, each characterized by the probability of successfully executing the user's task and the related access delay and cost, and seeks an optimal access strategy to maximize her utility within a given time horizon, defined as the expected reward minus the access cost.
Networking and Internet Architecture