LLM-Pilot: Characterize and Optimize Performance of your LLM Inference ServicesGosia LazukaAndreea Simona Anghelet al.2024SC 2024
Realistic Synthetic Financial Transactions for Anti-Money Laundering ModelsErik AltmanJovan Blanusaet al.2023NeurIPS 2023
Search-based Methods for Multi-Cloud ConfigurationMalgorzata LazukaThomas Parnellet al.2022CLOUD 2022
xCloudServing: Automated and Optimized ML Serving across CloudsGosia LazukaAndreea Simona Anghelet al.2023CLOUD 2023
SNaP ML: A hierarchical framework for machine learningCelestine Mendler-DünnerThomas Parnellet al.2018NeurIPS 2018
Breadth-first, Depth-next Training of Random ForestsAndreea Simona AnghelNikolas Ioannouet al.2019NeurIPS 2019
Benchmarking and Optimization of Gradient Boosting Decision Tree AlgorithmsAndreea Simona AnghelNikolaos Papandreouet al.2018NeurIPS 2018
Analytic Multi-Core Processor Model for Fast Design-Space ExplorationRik JongeriusAndreea Anghelet al.2018IEEE TC