A Novel Autonomous Management Distributed System for Cloud Computing Environments_ABSOLUTE_FINAL.pdf (663.2 kB)
A novel autonomous management distributed system for cloud computing environments
conference contribution
posted on 2023-08-30, 14:18 authored by Razvan-Ioan Dinita, George Wilson, Adrian Winckles, Marcian N. Cirstea, Tim RowsellThis paper describes a novel modular design of an autonomous management distributed system (AMDS) for cloud computing environments and it presents its implementation with the Scala programming language. The AMDS was designed from the ground up with distributed deployment, modularity and security in mind, using a full object oriented approach. A key feature of this system is the ability to gather and store information from various networking and monitoring devices from within the same computing cluster. Another key feature is the ability to intelligently control VMWare vSphere local instances based on analysis of collected data and predefined parameters. vSphere in turn, once it receives commands from the AMDS, proceeds to issue instructions to multiple locally monitored ESXi severs in order to maximize energy efficiency, reduce the carbon footprint and minimize running costs. The predefined parameters are based on results from a previous paper written by the authors. The AMDS has been deployed on the authors’ test bed and is currently running successfully. Test results show highly potential industrial applications in datacenter energy management and lowering of operating costs.
History
ISSN
1553-572XExternal DOI
Publisher
IEEEPlace of publication
OnlineISBN
9781479902255Conference proceeding
IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics SocietyName of event
IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics SocietyLocation
Vienna, AustriaEvent start date
2013-11-10Event finish date
2013-11-13File version
- Accepted version
Language
- eng