Oana Balmau

Biography

Oana Balmau studies the storage systems that feed data to machine learning models. Faster processors offer little benefit when training stalls while waiting for examples to arrive. She builds storage benchmarks that reproduce these workloads and studies how to organize data so that training systems and devices at the edge can retrieve it efficiently.

Research topics

• Storage systems
• Machine learning infrastructure
• Performance measurement