Performance prediction of deep learning applications training in GPU as a service systems.
Marco LattuadaEugenio GiannitiDanilo ArdagnaLi ZhangPublished in: Clust. Comput. (2022)
Keyphrases
- deep learning
- service systems
- deep architectures
- restricted boltzmann machine
- unsupervised learning
- machine learning
- unsupervised feature learning
- training set
- web technologies
- service oriented
- weakly supervised
- mental models
- service level
- supervised learning
- enterprise systems
- object recognition
- arrival rate
- expectation maximization
- markov chain
- information retrieval