 Scavenger: A Cloud Service for Optimizing Cost and Performance of ML
TrainingIEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid), 2023 |
 Ekya: Continuous Learning of Video Analytics Models on Edge Compute
ServersSymposium on Networked Systems Design and Implementation (NSDI), 2020 |
 Resource Allocation in Multi-armed Bandit Exploration: Overcoming
Sublinear Scaling with Adaptive ParallelismInternational Conference on Machine Learning (ICML), 2020 |
 FLAML: A Fast and Lightweight AutoML LibraryConference on Machine Learning and Systems (MLSys), 2019 |
