ElastiQuant: elastic quantization strategy for communication efficient distributed machine learning in IoT.
Bharath SudharsanJohn G. BreslinMuhammad Intizar AliPeter CorcoranRajiv RanjanPublished in: SAC (2022)
Keyphrases
- machine learning
- communication overhead
- communication cost
- lightweight
- distributed systems
- distributed control
- pattern recognition
- management system
- natural language processing
- cooperative
- computer networks
- distributed environment
- computer science
- distributed network
- distributed computation
- resource constrained
- multi party
- feature selection
- computational complexity
- machine learning methods
- mobile agents
- communication networks
- cloud computing
- communication systems
- knowledge acquisition
- supervised learning
- computer vision
- information dissemination
- knowledge representation
- learning algorithm