21 citations · 32 across the 6 of their papers we have counts for
3 papers · 1 filter
Sample complexity of partition identification using multi-armed bandits
Sandeep Juneja, Subhashini Krishnasamy
Given a vector of probability distributions, or arms, each of which can be sampled independently, we consider the problem of identifying the partition to which this vector belongs…
Augmenting Max-Weight with Explicit Learning for Wireless Scheduling with Switching Costs
Subhashini Krishnasamy, Akhil P T, Ari Arapostathis +2
In small-cell wireless networks where users are connected to multiple base stations (BSs), it is often advantageous to switch off dynamically a subset of BSs to minimize energy cos…
On Learning the Rule in Single and Parallel Server Networks
Subhashini Krishnasamy, Ari Arapostathis, Ramesh Johari +1
We consider learning-based variants of the rule for scheduling in single and parallel server settings of multi-class queueing systems. In the single server setting, the …