Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB

Zixian Yang, R. Srikant, Lei Ying

Abstract: Multi-server queueing systems are widely used models for job scheduling in machine learning, wireless networks, and crowdsourcing. This paper considers a multi-server system with multiple servers a...