Parallelization of Machine Learning Algorithms Respectively on Single Machine and Spark.
Jiajun ShenPublished in: CoRR (2022)
Keyphrases
- machine learning algorithms
- single machine
- scheduling problem
- benchmark data sets
- total weighted tardiness
- processing times
- machine learning
- learning algorithm
- minimize total
- decision trees
- scheduling jobs
- total tardiness
- machine learning methods
- earliness tardiness
- learning problems
- maximum lateness
- weighted tardiness
- setup times
- release times
- release dates
- sequence dependent setup times
- rolling horizon
- weighted number of tardy jobs
- number of late jobs
- machine learning approaches
- machine learning models
- learning effect
- production scheduling
- shared memory
- competitive ratio
- dynamic programming
- statistical machine learning
- standard machine learning algorithms
- single machine scheduling problem
- parallel machines
- multi class
- genetic algorithm