7 citations · 7 across the 2 of their papers we have counts for
3 papers
DRLM: Deep Reinforcement Learning-Based LLM Query Orchestration in Edge Environments
Reza Farahani, Zoha Azimi Ourimi, Mario Colosi +3
Large language model (LLM) services increasingly process heterogeneous queries with diverse latency, accuracy, and resource requirements. While edge deployment reduces response tim…
Predicting Encoding Energy from Low-Pass Anchors for Green Video Streaming
Zoha Azimi, Reza Farahani, Vignesh V Menon +1
Video streaming now represents the dominant share of Internet traffic, as ever-higher-resolution content is distributed across a growing range of heterogeneous devices to sustain u…
A Survey on Energy Consumption and Environmental Impact of Video Streaming
Samira Afzal, Narges Mehran, Zoha Azimi Ourimi +4
Climate change challenges require a notable decrease in worldwide greenhouse gas (GHG) emissions across technology sectors. Digital technologies, especially video streaming, accoun…