Kairos: Building Cost-Efficient Machine Learning Inference Systems with Heterogeneous Cloud Resources.
Baolin LiSiddharth SamsiVijay GadepallyDevesh TiwariPublished in: HPDC (2023)
Keyphrases
- cost efficient
- machine learning
- heterogeneous environments
- artificial intelligence
- expert systems
- learning systems
- intelligent systems
- computer systems
- resource allocation
- complex systems
- cloud computing
- knowledge acquisition
- distributed systems
- active learning
- computer vision
- data mining
- knowledge based systems
- computational intelligence
- text mining
- natural language processing
- computing resources
- heterogeneous systems
- learning algorithm
- resource requirements
- resource usage
- governmental organizations