3 papers
cs.AI2025
Ascendra: Dynamic Request Prioritization for Efficient LLM Serving
Azam Ikram, Xiang Li, Sameh Elnikety +1
The rapid advancement of Large Language Models (LLMs) has driven the need for more efficient serving strategies. In this context, efficiency refers to the proportion of requests th…
cs.CV2024
HopTrack: A Real-time Multi-Object Tracking System for Embedded Devices
Xiang Li, Cheng Chen, Yuan-yao Lou +3
Multi-Object Tracking (MOT) poses significant challenges in computer vision. Despite its wide application in robotics, autonomous driving, and smart manufacturing, there is limited…
cs.NI2024
Dynamic DAG-Application Scheduling for Multi-Tier Edge Computing in Heterogeneous Networks
Xiang Li, Mustafa Abdallah, Yuan-Yao Lou +3
Edge computing is deemed a promising technique to execute latency-sensitive applications by offloading computation-intensive tasks to edge servers. Extensive research has been cond…