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Using Alternating Decision Treets in Multi-Leveled Hierarchical Cloud Based System
- Source :
- FRUCT, Proceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 426, Iss 22, Pp 297-302 (2018)
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- Cloud platforms are an essential part of modern world. Used in all kind of fields, from education to science, they became inseparable from information technologies and computing sphere. However the problem of performance optimization still exists and is not entirely solved even today. With introduction of machine learning and artificial intelligence this task became easier to solve. This paper presents a way to utilize decision trees to control performance of a computational system and to balance load on different nodes in attempt to increase quality of service.
- Subjects :
- Optimization
Balance (metaphysics)
Computer science
business.industry
Decision trees
Quality of service
Control (management)
Decision tree
Information technology
Cloud computing
Industrial engineering
lcsh:Telecommunication
Task (project management)
lcsh:TK5101-6720
Machine learning
Architecture
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2018 22nd Conference of Open Innovations Association (FRUCT)
- Accession number :
- edsair.doi.dedup.....bf1bb5fab71d959ffbd7cf126465e10d