Desh: deep learning for system health prediction of lead times to failure in HPC.
Anwesha DasFrank MuellerCharles SiegelAbhinav VishnuPublished in: HPDC (2018)
Keyphrases
- deep learning
- lead time
- unsupervised learning
- supply chain
- inventory systems
- unsupervised feature learning
- lot sizing
- service level
- assembly systems
- stochastic lead times
- machine learning
- mental models
- inventory control
- poisson process
- weakly supervised
- setup cost
- single product
- total cost
- random variables
- single stage
- stochastic demand
- infinite horizon
- graphical models
- supervised learning
- multiscale