A Data-driven ML Approach for Maximizing Performance in LLM-Adapter Serving
- Ferran Agullo Lopez
- Joan Oliveras Torra
- et al.
- 2025
- NeurIPS 2025
Publications
6 results for Josep Berral
In-Context Bias Propagation in LLM-Based Tabular Data Generation
- Pol Garcia Recasens
- Alberto Gutierrez-torre
- et al.
- 2025
- ICML 2025
Dexter: A Performance-Cost Efficient Resource Allocation Manager for Serverless Data Analytics
- Anna Maria Nestorov
- Diego Marron
- et al.
- 2024
- Middleware 2024
Floki: A Proactive Data Forwarding System for Direct Inter-Function Communication for Serverless Workflows
- Anna Maria Nestorov
- Josep Berral
- et al.
- 2022
- Middleware 2022
Proactive Container Auto-scaling for Cloud Native Machine Learning Services
- David Buchaca
- Josep Berral
- et al.
- 2020
- CLOUD 2020
AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management
- Josep Berral
- Chen Wang
- et al.
- 2020
- HotCloud 2020