Joint Job Offloading and Resource Allocation for Distributed Deep Learning in Edge Computing.
Haichuan WangXi ChenHongli XuJianchun LiuLiusheng HuangPublished in: HPCC/SmartCity/DSS (2019)
Keyphrases
- resource allocation
- deep learning
- distributed resource allocation
- resource allocation and scheduling
- job scheduling
- unsupervised learning
- resource allocation problems
- unsupervised feature learning
- grid environment
- resource allocation decisions
- machine learning
- resource management
- resource consumption
- optimal resource allocation
- weakly supervised
- scarce resources
- mental models
- peer to peer
- cooperative
- multi agent
- allocation strategies
- allocation problems
- object recognition
- computer vision
- processing times
- directed graph
- reinforcement learning