Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources.
Haibin LinHang ZhangYifei MaTong HeZhi ZhangSheng ZhaMu LiPublished in: CoRR (2019)
Keyphrases
- learning process
- supervised learning
- distributed learning
- stochastic gradient descent
- prior knowledge
- online learning
- learning systems
- learning tasks
- cooperative
- distributed systems
- learning problems
- computer based training
- web services
- recurrent networks
- learning speed
- serious games
- computing environments
- resource allocation
- mobile agents
- unsupervised learning
- collaborative learning
- reinforcement learning
- training data