How Low Can LoRA Go: System-Level Throughput, Energy, and Model Quality Tradeoffs when Fine-Tuning Adapters
- Connor Espenshade
- Umesh Deshpande
- et al.
- 2025
- ISCA 2025
Publications
5 results for Umesh Deshpande
MoEsaic: Shared Mixture of Experts
- Umesh Deshpande
- Travis Janssen
- et al.
- 2024
- SoCC 2024
Storage Capacity Prediction using Population Analytics
- Umesh Deshpande
- Thanh Pham
- 2022
- Big Data 2022
SRA: Smart Recovery Advisor for Cyber Attacks
- Ka Ho Chow
- Umesh Deshpande
- et al.
- 2021
- SIGMOD/PODS 2021
Self-Managed Data Protection for Containerized Framework
- Umesh Deshpande
- Nicholas Linck
- et al.
- 2021
- SYSTOR 2021