Machine Learning at the Edge: Efficient Utilization of Limited CPU/GPU Resources by Multiplexing.
Aditya DhakalSameer G. KulkarniK. K. RamakrishnanPublished in: ICNP (2020)
Keyphrases
- machine learning
- graphics processors
- limited resources
- computer vision
- machine learning algorithms
- real time
- learning algorithm
- gpu implementation
- graphics processing units
- pattern recognition
- computational intelligence
- edge detection
- decision trees
- support vector machine
- video streams
- learning tasks
- efficient implementation
- edge information
- knowledge representation
- explanation based learning
- resource constraints
- resource utilization
- e learning