dc.creator | Fleck, Martin | es |
dc.creator | Troya Castilla, Javier | es |
dc.creator | Langer, Phillip | es |
dc.creator | Wimmer, Manuel | es |
dc.date.accessioned | 2018-04-23T11:53:15Z | |
dc.date.available | 2018-04-23T11:53:15Z | |
dc.date.issued | 2014 | |
dc.identifier.citation | Fleck, M., Troya Castilla, J., Langer, P. y Wimmer, M. (2014). Towards Pattern-Based Optimization of Cloud Applications. En CloudMDE 2014: 2nd International Workshop on Model-Driven Engineering on and for the Cloud co-located with the 17th International Conference on Model Driven Engineering Languages and Systems (MoDELS 2014) (16-25), Valencia, España: CEUR-WS. | |
dc.identifier.issn | 1613-0073 | es |
dc.identifier.uri | https://hdl.handle.net/11441/73354 | |
dc.description.abstract | With the promise of seemingly unlimited resources and the flexible
pay-as-you-go business model, more and more applications are moving to the
cloud. However, to fully utilize the features offered by cloud providers, the existing
applications need to be adapted accordingly. To support the developer in this
task, different cloud computing patterns have been proposed. Nevertheless, selecting
the most appropriate patterns and their configuration is still a major challenge.
This is further complicated by the costs usually associated with deploying
and testing an application in the cloud.
In this paper, we encode the pattern selection problem as a model-based optimization
problem to automatically compute good solutions of configured pattern
applications. Particularly, we propose a two-phased approach, which is guided
by user-defined constraints on the non-functional properties of the application.
In the first phase, a preliminary set of promising solutions is computed using a
genetic algorithm. In the second phase, this set of solutions is evaluated in more
detail using model simulation. We demonstrate the proposed approach and show
its feasibility by an initial case study. | es |
dc.description.sponsorship | European Commission ICT Policy Support Programme 317859 | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | CEUR-WS | es |
dc.relation.ispartof | CloudMDE 2014: 2nd International Workshop on Model-Driven Engineering on and for the Cloud co-located with the 17th International Conference on Model Driven Engineering Languages and Systems (MoDELS 2014) (2014), p 16-25 | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Cloud computing | es |
dc.subject | Goal Modeling | es |
dc.subject | Model Simulation | es |
dc.subject | Genetic Algorithm | es |
dc.subject | Cloud Computing Patterns | es |
dc.title | Towards Pattern-Based Optimization of Cloud Applications | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.relation.projectID | 317859 (ICT Policy Support Programme) | es |
dc.relation.publisherversion | http://ceur-ws.org/Vol-1242/ | es |
idus.format.extent | 10 | es |
dc.publication.initialPage | 16 | es |
dc.publication.endPage | 25 | es |
dc.eventtitle | CloudMDE 2014: 2nd International Workshop on Model-Driven Engineering on and for the Cloud co-located with the 17th International Conference on Model Driven Engineering Languages and Systems (MoDELS 2014) | es |
dc.eventinstitution | Valencia, España | es |
dc.relation.publicationplace | Aachen University | es |
dc.contributor.funder | European Commission (EC) | |