Predictive performance modeling for distributed batch processing using black box monitoring and machine learning.
Carl WittMarc BuxWladislaw GusewUlf LeserPublished in: Inf. Syst. (2019)
Keyphrases
- black box
- batch processing
- machine learning
- black boxes
- white box
- hybrid systems
- predictive modeling
- distributed systems
- white box testing
- test cases
- integration testing
- multi agent
- machine learning algorithms
- feature selection
- real time
- learning algorithm
- state transition
- machine learning methods
- rule extraction
- learning tasks
- peer to peer
- information extraction
- databases
- model selection
- scheduling jobs
- open source
- data driven approaches
- decision trees