Vertical Autoscaling of GPU Resources for Machine Learning in the Cloud.
Hyeon-Jun JangYin-Goo YimHyun-Wook JinPublished in: IEEE BigData (2020)
Keyphrases
- machine learning
- real time
- cloud computing
- pattern recognition
- resource management
- computing resources
- machine learning algorithms
- computing infrastructure
- machine learning methods
- resource allocation
- computer vision
- service level agreements
- learning algorithm
- text mining
- parallel implementation
- private cloud
- parallel computing
- web resources
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- learning tasks
- semi supervised learning
- computational intelligence
- limited resources
- natural language processing
- knowledge discovery
- cloud services
- machine learning approaches
- cloud computing platform
- inductive learning
- learning systems
- knowledge acquisition
- text classification
- general purpose
- support vector machine
- computer science
- decision trees
- feature selection
- neural network
- data sets