2 citations · 2 across the 8 of their papers we have counts for
3 papers · 1 filter
Exploring Performance Tradeoffs in Age-Aware Remote Monitoring with Satellites
Sunjung Kang, Vishrant Tripathi, Christopher G. Brinton
We investigate a remote monitoring framework with multiple sensing modalities including IoT sensors on the ground, mobile UAVs in the air, and a periodically available satellite co…
AoI-based Scheduling of Correlated Sources for Timely Inference
Md Kamran Chowdhury Shisher, Vishrant Tripathi, Mung Chiang +1
We investigate a real-time remote inference system where multiple correlated sources transmit observations over a communication channel to a receiver. The receiver utilizes these o…
Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference Offloading
Minrui Xu, Dusit Niyato, Christopher G. Brinton
Large Language Models (LLMs) can perform zero-shot learning on unseen tasks and few-shot learning on complex reasoning tasks. However, resource-limited mobile edge networks struggl…