Oakes, J., Johnson, M., Xue, J. and Turner, S. J. (2016) Simplified deployment of virtual machines using an intelligent design engine. In: Proceedings of Science and Information (SAI) Computing Conference 2016. London: IEEE. 9781467384605. pp. 566-572.
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| Item Type: | Conference Proceedings |
|---|---|
| Abstract: | With the advent of cloud computing and the virtualisation of computer systems, challenges exist in managing resources and Virtual Machines (VMs) effectively. Cloud computing platform services offer scalable and resilient platforms, but are still not without complexity to the end user community; this paper proposes an alternative solution for the deployment of an intelligent private or public cloud compute platform, built around a set of predefined rule based parameters with the purpose of providing a simplified process for provisioning VMs. The proposed solution incorporates an architecture and design, utilising existing utilities, tools and protocols; it provides example output from the experiment conducted to prove the overall process and concept are feasible for implementation in terms of presenting a simplified deployment mechanism. By using an Intelligent Decision Engine (IDE), it enables strict adherence to a set of standard build parameters based around expert system administration knowledge, which uniquely supports a one-click VM deployment procedure. Subsequent control and management of the system environment and VMs then continue to be managed through use of the IDE and its expert knowledge base. |
| Uncontrolled Keywords: | Automation, cloud computing, artificial intelligence, virtualisation |
| Subjects: |
Q Science > QA Mathematics > QA75 Electronic computers. Computer science > QA76.9.V5 Virtual computer systems Q Science > QA Mathematics > QA75 Electronic computers. Computer science > QA76.585 Cloud computing |
| Creators: | Oakes, James, Johnson, Mark, Xue, James and Turner, Scott J |
| Publisher: | IEEE |
| Faculties, Divisions and Institutes: |
University Faculties, Divisions and Research Centres - OLD > Research Group > Advanced Technologies Research Group University Faculties, Divisions and Research Centres - OLD > Research Group > Science and Technology Research in Pedagogy Research Centres > Science and Technology Research in Pedagogy University Faculties, Divisions and Research Centres - OLD > School of Science and Technology (2010-2016) Faculties > Faculty of Arts, Science & Technology > Computing |
| Date: | 1 September 2016 |
| Date Type: | Publication |
| Page Range: | pp. 566-572 |
| Title of Book: | Proceedings of Science and Information (SAI) Computing Conference 2016 |
| Event Title: | Science and Information (SAI) Computing Conference 2016 |
| Event Dates: | 13-15 July 2016 |
| Place of Publication: | London |
| Event Location: | London |
| Event Type: | Conference |
| Language: | English |
| ISBN: | 9781467384605 |
| DOI: | https://doi.org/10.1109/SAI.2016.7556037 |
| Status: | Published / Disseminated |
| Refereed: | Yes |
| Related URLs: | |
| References: | [1] G. Wang and T.S Ng, The Impact of Virtualization on Network Performance of Amazon EC2 Datacenter, (2010) INFOCOM, 2010 proceedings IEEE [2] Z. Hill and M. Humphrey, A Quantitative Analysis of High Performance Computing Performance with Amazon's EC2 Infrastructure: The Death of the Local Cluster, (2009), Grid Computing, 10th IEEE/ACM International Conference on Grid Computing [3] I. Bonjanova and A. Samba, Analysis of Cloud Computing Delivery Architecture Models, (2011) Workshops of International Conference on Advanced Information Networking and Applications [4] W. Tsai, X. Sun, and J. Balasooriya, Service-Oriented Cloud Computing Architecture, IEEE (2010), Seventh International Conference on Information Technology [5] S. Imai, T. Chestna and C. Varela, Accurate Resource Prediction for Hybrid IaaS Clouds using Work Taliored Elastic Compute Units, (2013) IEEE/ACM 6th International Conference on Utility and Cloud Computing [6] V. Bhise and A.Mali, Cloud Resource Provisioning for Amazon EC2, (2013) IEEE - 31661, 4th ICCCNT July 4-6, Tiruchengode, India [7] M. Katz, P. Papadopolous and G. Bruno, Leveraging Standard Core Technologies to Programmtically Build Linux Cluster Appliances, (2002) Proceedings of the IEEE International Conference on Cluster Computing [8] CentOS How Do You Perform a Kickstart Installation? (2015) Online Available:https://www.centos.org/docs/5/html/Installation_Guide-enUS/s1-kickstart2-howuse.html [9] R. Zhang and Y. Shang, An Automatic Deployment Mechanism on Cloud Computing Platform, (2014) Cloud Computing Technology and Science (CloudCom), IEEE 6th International Conference [10] B. Callaos, Artificial Oraganizational Intelligence, (1994) Expert Systems for Development, Proceedings of International Conference of The World Congress on Expert Systems |
| URI: | http://nectar.northampton.ac.uk/id/eprint/8466 |
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