2 papers
cs.DC2026
Observation, Not Prediction: Conversation-Level Disaggregated Scheduling for Agentic Serving
Jianru Ding, Ryien Hosseini, Pouya Mahdi Gholami +2
LLM-based agents resolve a user task through many turns of dependent inference and tool calls, producing a workload whose total cost is unknown when the task arrives. Existing mult…
eess.SY2024
SEASONS: Signal and Energy Aware Sensing on iNtermittent Systems
Pouya Mahdi Gholami, Henry Hoffmann
Both energy-aware, batteryless intermittent systems and signal-aware adaptive sampling algorithms (ASA) aim to maximize sensor data accuracy under energy constraints in edge device…