Users’ time preference based stochastic resource allocation in cloud spot market: cloud provider’s perspective
dc.contributor.author | Mukherjee, Anik | |
dc.contributor.author | Sundarraj, R. P. | |
dc.contributor.author | Dutta, Kaushik | |
dc.contributor.editor | Maedche, Alexander | |
dc.contributor.editor | vom Brocke, Jan | |
dc.contributor.editor | Hevner, Alan | |
dc.date.accessioned | 2017-08-11T08:39:02Z | |
dc.date.available | 2017-08-11T08:39:02Z | |
dc.date.issued | 2017 | |
dc.description.abstract | Cloud Computing spot markets have enabled the users to make use of the spare computing capacities of the cloud providers at a relatively cheaper price which in turn has given the providers such as Amazon and Google an opportunity to earn extra money by auctioning-off the underutilized resources. However, resource availability is a problem in the spot market owing to spot-price fluctuations. Ignoring the customer’s preference is one of the potential reasons behind this. In this paper, we propose a time preference (value of service at different points of time) based stochastic integer linear programming model to allocate the cloud resources among the cloud users with a view to maximizing the revenue of cloud providers from the spot-market. | en |
dc.description.status | Peer reviewed | en |
dc.description.version | Published Version | en |
dc.format.mimetype | application/pdf | en |
dc.identifier.citation | Mukherjee, A., Sundarraj, R. P. and Dutta, K. 2017. 'Users’ time preference based stochastic resource allocation in cloud spot market: Cloud provider’s perspective'. In: Maedche, A., vom Brocke, J., Hevner, A. (eds.) Designing the Digital Transformation: DESRIST 2017 Research in Progress Proceedings of the 12th International Conference on Design Science Research in Information Systems and Technology. Karlsruhe, Germany. 30 May - 1 Jun. Karslruhe: Karlsruher Institut für Technologie (KIT), pp. 92-100 | en |
dc.identifier.endpage | 100 | |
dc.identifier.issn | 2194-1629 | |
dc.identifier.startpage | 92 | |
dc.identifier.uri | https://hdl.handle.net/10468/4446 | |
dc.language.iso | en | en |
dc.publisher | Karlsruher Institut für Technologie (KIT) | en |
dc.relation.ispartof | Designing the Digital Transformation: DESRIST 2017 Research in Progress Proceedings of the 12th International Conference on Design Science Research in Information Systems and Technology. Karlsruhe, Germany. 30 May - 1 Jun. | |
dc.relation.uri | https://publikationen.bibliothek.kit.edu/1000069452 | |
dc.relation.uri | http://desrist2017.kit.edu/ | |
dc.rights | ©2017, The Author(s). This document is licensed under the Creative Commons Attribution – Share Alike 4.0 International License (CC BY-SA 4.0): https://creativecommons.org/licenses/by-sa/4.0/deed.en | en |
dc.rights.uri | https://creativecommons.org/licenses/by-sa/4.0/deed.en | |
dc.subject | Cloud computing | en |
dc.subject | Resource allocation | en |
dc.subject | Spot market | en |
dc.subject | Time preference | en |
dc.subject | Stochastic programming. | en |
dc.title | Users’ time preference based stochastic resource allocation in cloud spot market: cloud provider’s perspective | en |
dc.type | Conference item | en |
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