7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.DC2024
A House United Within Itself: SLO-Awareness for On-Premises Containerized ML Inference Clusters via Faro
Beomyeol Jeon, Chen Wang, Diana Arroyo +2
This paper tackles the challenge of running multiple ML inference jobs (models) under time-varying workloads, on a constrained on-premises production cluster. Our system Faro takes…
cs.LG2020★ 7 cited
Privacy-preserving Decentralized Aggregation for Federated Learning
Beomyeol Jeon, S. M. Ferdous, Muntasir Raihan Rahman +1
Federated learning is a promising framework for learning over decentralized data spanning multiple regions. This approach avoids expensive central training data aggregation cost an…