2 papers
cs.PF2026
Tool Waiting and Re-arrival in Compile-Time-Static LLM Serving: Cost Mechanisms and Configuration Selection
Dongkyeom Jang, In-Nea Wang, Junho Jeong
In agentic LLM services, a session calls an external tool, waits for it, and re-arrives to continue inference. Statically compiled NPU serving can fix the batch bucket set, the max…
cs.SE2025
instancespace: a Python Package for Insightful Algorithm Testing through Instance Space Analysis
Yusuf Berdan Güzel, Kushagra Khare, Nathan Harvey +5
Instance Space Analysis is a methodology to evaluate algorithm performance across diverse problem fields. Through visualisation and exploratory data analysis techniques, Instance S…