2 citations · 4 across the 3 of their papers we have counts for
3 papers
LLM-Pilot: Characterize and Optimize Performance of your LLM Inference Services
Małgorzata Łazuka, Andreea Anghel, Thomas Parnell
As Large Language Models (LLMs) are rapidly growing in popularity, LLM inference services must be able to serve requests from thousands of users while satisfying performance requir…
Search-based Methods for Multi-Cloud Configuration
Małgorzata Łazuka, Thomas Parnell, Andreea Anghel +1
Multi-cloud computing has become increasingly popular with enterprises looking to avoid vendor lock-in. While most cloud providers offer similar functionality, they may differ sign…
SnapBoost: A Heterogeneous Boosting Machine
Thomas Parnell, Andreea Anghel, Malgorzata Lazuka +5
Modern gradient boosting software frameworks, such as XGBoost and LightGBM, implement Newton descent in a functional space. At each boosting iteration, their goal is to find the ba…