3 papers
cs.NI2026
RL-Loop: Reinforcement Learning-Driven Real-Time 5G Slice Control for Connected and Autonomous Mobility Services
Lara Tarkh, Ali Chouman, Hanan Lutfiyya +1
Smart and connected mobility systems rely on 5G edge infrastructure to support real-time communication, control, and service differentiation. Achieving this requires adaptive resou…
cs.SE2026
Software Performance Engineering for Foundation Model-Powered Software
Haoxiang Zhang, Shi Chang, Arthur Leung +4
The rise of Foundation Models (FMs) like Large Language Models (LLMs) is revolutionizing software development. Despite the impressive prototypes, transforming FMware into productio…
cs.SE2025
Adaptive Request Scheduling for CodeLLM Serving with SLA Guarantees
Shi Chang, Boyuan Chen, Kishanthan Thangarajah +2
Code Large Language Models (CodeLLMs) are increasingly integrated into modern software development workflows, yet efficiently serving them in resource-constrained, self-hosted envi…