Exploring Tradeoffs in Federated Learning on Serverless Computing Architectures.
Matt BaughmanIan T. FosterKyle ChardPublished in: e-Science (2022)
Keyphrases
- online learning
- learning scheme
- learning process
- learning algorithm
- domain knowledge
- reinforcement learning
- active learning
- unsupervised learning
- knowledge acquisition
- supervised learning
- state space
- prior knowledge
- learning systems
- database
- empirical studies
- inductive inference
- learning outcomes
- learning tasks
- learning problems
- distributed systems
- evolutionary algorithm
- training set
- multiscale
- training data
- web services
- computer vision
- genetic algorithm
- real time