Efficient big data analysis on a single machine using apache spark and self-organizing map libraries.
David AndresicPetr SalounIoannis AnagnostopoulosPublished in: SMAP (2017)
Keyphrases
- single machine
- self organizing maps
- data analysis
- scheduling problem
- processing times
- scheduling jobs
- earliness tardiness
- release times
- total tardiness
- total weighted tardiness
- learning effect
- neural network
- maximum lateness
- minimize total
- release dates
- probabilistic neural network
- unsupervised learning
- som neural network
- input data
- sequence dependent setup times
- machine learning
- weighted number of tardy jobs
- k means
- lower bound
- training data
- genetic algorithm
- data sets
- deteriorating jobs
- number of late jobs
- growing self organizing map