5 citations · 17 across the 10 of their papers we have counts for
11 papers
WHO-IS: Wireless Hetnet Optimization using Impact Selection
Thomas Sandholm, Irene Macaluso, Sayandev Mukherjee
We propose a method to first identify users who have the most negative impact on the overall network performance, and then offload them to an orthogonal channel. The feasibility of…
MASS: Mobile Autonomous Station Simulation
Thomas Sandholm, Sayandev Mukherjee
We propose a set of tools to replay wireless network traffic traces, while preserving the privacy of the original traces. Traces are generated by a user- and context-aware trained…
Reinforcement Learning for Standards Design
Shahrukh Khan Kasi, Sayandev Mukherjee, Lin Cheng +1
Communications standards are designed via committees of humans holding repeated meetings over months or even years until consensus is achieved. This includes decisions regarding th…
SAFE: Secure Aggregation with Failover and Encryption
Thomas Sandholm, Sayandev Mukherjee, Bernardo A. Huberman
We propose and experimentally evaluate a novel secure aggregation algorithm targeted at cross-organizational federated learning applications with a fixed set of participating learn…
Bandcoin: Using Smart Contracts to Automate Mobile Network Bandwidth Roaming Agreements
Thomas Sandholm, Sayandev Mukherjee
We propose a new way to share licensed spectrum bandwidth capacity in mobile networks between operators, service providers and consumers using blockchain-based smart contracts. We…
A Multi-Armed Bandit-based Approach to Mobile Network Provider Selection
Thomas Sandholm, Sayandev Mukherjee
We argue for giving users the ability to lease bandwidth temporarily from any mobile network operator. We propose, prototype, and evaluate a spectrum market for mobile network acce…