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cs.DC2026
Cloud, Edge, or Split? Profiling Onboard and Split Vision-Language Model Deployment for Drone AI
Zoha Azimi, Reza Farahani, Schahram Dustdar +1
Vision-Language Models (VLMs) enable edge devices like unmanned aerial vehicles (UAVs) to interpret visual observations and reason about complex environments using natural-language…
cs.DC2026
LMEdge: QoS-Aware LLM Inference Orchestration on Edge Clusters
Reza Farahani, Zoha Azimi, Mario Colosi +1
Large language model (LLM) services increasingly operate on edge infrastructure, enabling low-latency and privacy-preserving AI services. However, efficiently serving LLM requests…