11 citations · 49 across the 20 of their papers we have counts for
20 papers
Lightspeed Data Compute for the Space Era
Thomas Sandholm, Bernardo A. Huberman, Klas Segeljakt +1
While thousands of satellites photograph Earth every day, most of that data never makes it to the ground because downlink bandwidth simply cannot keep up. Processing data in the Lo…
SkyMemory: A LEO Edge Cache for Transformer Inference Optimization and Scale Out
Thomas Sandholm, Sayandev Mukherjee, Lin Cheng +1
We expand the scope of cache memory to include LEO constellations, which are highly distributed systems with thousands of satellites connected with free-space optics inter-satellit…
Semantic Navigation for AI-assisted Ideation
Thomas Sandholm, Sarah Dong, Sayandev Mukherjee +2
We present a novel AI-based ideation assistant and evaluate it in a user study with a group of innovators. The key contribution of our work is twofold: we propose a method of idea…
A Cloud in the Sky: Geo-Aware On-board Data Services for LEO Satellites
Thomas Sandholm, Sayandev Mukherjee, Bernardo A Huberman
We propose an architecture with accompanying protocol for on-board satellite data infrastructure designed for Low Earth Orbit (LEO) constellations offering communication services,…
Randomness Is All You Need: Semantic Traversal of Problem-Solution Spaces with Large Language Models
Thomas Sandholm, Sayandev Mukherjee, Bernardo A. Huberman
We present a novel approach to exploring innovation problem and solution domains using LLM fine-tuning with a custom idea database. By semantically traversing the bi-directional pr…
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…