DAS: A DRL-Based Scheme for Workload Allocation and Worker Selection in Distributed Coded Machine Learning.
Yitong ZhouQiang YeHui HuangPublished in: IEEE Internet Things J. (2024)
Keyphrases
- machine learning
- selection strategy
- allocation scheme
- pattern recognition
- cooperative
- learning systems
- machine learning algorithms
- distributed environment
- distributed systems
- selection scheme
- data analysis
- knowledge discovery
- response time
- low overhead
- feature selection
- learning algorithm
- inductive learning
- computer networks
- machine learning methods
- mobile agents
- knowledge acquisition
- lightweight
- computational intelligence
- active learning
- multi agent
- computer vision
- databases
- text classification
- natural language processing
- selection algorithm
- communication cost
- support vector machine
- explanation based learning
- vertical fragmentation