Systematic design of adaptive systems: control-based framework
Autor(a) principal: | |
---|---|
Data de Publicação: | 2015 |
Tipo de documento: | Tese |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFPE |
Texto Completo: | https://repositorio.ufpe.br/handle/123456789/15889 |
Resumo: | A number of approaches have been proposed for eliciting, modeling and analyzing requirements for adaptive systems. However, there is still a large gap between such requirements specifications and the actual implementation of adaptive systems. In this thesis we investigate the interplay between requirements and architecture for the development of adaptive systems. Furthermore, we propose the Multi-Level Adaptation for Software Systems (MULAS) framework. This framework is centered on the iterative and incremental refinement of a goal model, towards the creation of a Design Goal Model. This model can then be used at runtime to drive adaptation on a system that is properly instrumented. Moreover, the framework includes a toolsupported process for generating statechart behavioral models from a Design Goal Model. The GATO tool (Goal TO Architecture) allows the creation of the different artifacts of the process, including the automatic generation of base statecharts. The suitability of this approach for developing adaptive systems is illustrated by means of case studies. Empirical results show that the techniques developed to translate enriched goal models onto statecharts are scalable, i.e. they present a good performance even with large models. Furthermore, an experiment with software engineering students indicates that the adoption of this framework by non-experts is feasible and beneficial. |
id |
UFPE_5cb2f41ebda789e1429eb9a22c70f38f |
---|---|
oai_identifier_str |
oai:repositorio.ufpe.br:123456789/15889 |
network_acronym_str |
UFPE |
network_name_str |
Repositório Institucional da UFPE |
repository_id_str |
2221 |
spelling |
PIMENTEL, João Henrique CorreiaCASTRO, Jaelson Freire Brelaz de2016-03-11T14:00:27Z2016-03-11T14:00:27Z2015-02-27https://repositorio.ufpe.br/handle/123456789/15889A number of approaches have been proposed for eliciting, modeling and analyzing requirements for adaptive systems. However, there is still a large gap between such requirements specifications and the actual implementation of adaptive systems. In this thesis we investigate the interplay between requirements and architecture for the development of adaptive systems. Furthermore, we propose the Multi-Level Adaptation for Software Systems (MULAS) framework. This framework is centered on the iterative and incremental refinement of a goal model, towards the creation of a Design Goal Model. This model can then be used at runtime to drive adaptation on a system that is properly instrumented. Moreover, the framework includes a toolsupported process for generating statechart behavioral models from a Design Goal Model. The GATO tool (Goal TO Architecture) allows the creation of the different artifacts of the process, including the automatic generation of base statecharts. The suitability of this approach for developing adaptive systems is illustrated by means of case studies. Empirical results show that the techniques developed to translate enriched goal models onto statecharts are scalable, i.e. they present a good performance even with large models. Furthermore, an experiment with software engineering students indicates that the adoption of this framework by non-experts is feasible and beneficial.CAPESUm grande número de abordagens foram propostas para elicitar, modelar e analisar requisitos para sistemas adaptativos. No entanto, ainda existe uma grande distância entre a especificação de requisitos e a implementação de um sistema adaptativo. Nesta tese foi investigada a interrelação entre requisitos e arquitetura para o desenvolvimento de sistemas adaptativos. Mais especificamente, nós propomos o framework Adaptação Multi-Nível para Sistemas de Software (MULAS, do inglês Multi-Level Adaptation for Software Systems). Este framework é focado no refinamento iterativo e incremental de um modelo de objetivos, em direção à criação de um Modelo de Objetivos de Design (DGM, do inglês Design Goal Model). Este modelo pode então ser utilizado em tempo de execução para se gerenciar a adaptação em um sistema devidamente instrumentado. Ademais, o framework inclui um processo para gerar diagramas de estados a partir do Modelo de Objetivos de Design. Uma ferramenta desenvolvida especificamente para apoiar este framework (GATO, do inglês, Goal TO Architecture) permite criar os diferentes artefatos do processo, incluindo a geração automática de diagrama de estados base. A adequação desta abordagem ao desenvolvimento de sistemas adaptativos é ilustrada através de estudos de caso. Resultados empíricos mostram que as técnicas desenvolvidas para criar diagramas de estados a partir do modelo de objetivos com elementos de design apresentam boa escalabilidade, i.e. possui bom desempenho mesmo no caso de modelos extensos. Adicionalmente, um experimento com estudantes de engenharia de software indica que a adoção do framework por não-especialistas não é apenas possível como também é benéfica.engUniversidade Federal de PernambucoPrograma de Pos Graduacao em Ciencia da ComputacaoUFPEBrasilAttribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessAdaptação de SoftwareEngenharia de RequisitosProjeto ArquiteturalEngenharia Dirigida a ModelosSistemas AdaptativosTransformação de ModelosFerramenta de modelagemSoftware AdaptationRequirements EngineeringArchitectural DesignModel- Driven EngineeringAdaptive SystemsModel TransformationModeling ToolSystematic design of adaptive systems: control-based frameworkinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisdoutoradoreponame:Repositório Institucional da UFPEinstname:Universidade Federal de Pernambuco (UFPE)instacron:UFPETHUMBNAILtese bdtd - jhcp.pdf.jpgtese bdtd - jhcp.pdf.jpgGenerated Thumbnailimage/jpeg1249https://repositorio.ufpe.br/bitstream/123456789/15889/5/tese%20bdtd%20-%20jhcp.pdf.jpg5895d996f352a18c9ee70bf85457257cMD55ORIGINALtese bdtd - jhcp.pdftese bdtd - jhcp.pdfapplication/pdf10794622https://repositorio.ufpe.br/bitstream/123456789/15889/1/tese%20bdtd%20-%20jhcp.pdfdc412b23838ca5016586548c59128658MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-81232https://repositorio.ufpe.br/bitstream/123456789/15889/2/license_rdf66e71c371cc565284e70f40736c94386MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82311https://repositorio.ufpe.br/bitstream/123456789/15889/3/license.txt4b8a02c7f2818eaf00dcf2260dd5eb08MD53TEXTtese bdtd - jhcp.pdf.txttese bdtd - jhcp.pdf.txtExtracted texttext/plain562343https://repositorio.ufpe.br/bitstream/123456789/15889/4/tese%20bdtd%20-%20jhcp.pdf.txt2133702aeb8cbcbf1d4eb5a053870e7eMD54123456789/158892019-10-25 07:31:10.604oai:repositorio.ufpe.br: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Repositório InstitucionalPUBhttps://repositorio.ufpe.br/oai/requestattena@ufpe.bropendoar:22212019-10-25T10:31:10Repositório Institucional da UFPE - Universidade Federal de Pernambuco (UFPE)false |
dc.title.pt_BR.fl_str_mv |
Systematic design of adaptive systems: control-based framework |
title |
Systematic design of adaptive systems: control-based framework |
spellingShingle |
Systematic design of adaptive systems: control-based framework PIMENTEL, João Henrique Correia Adaptação de Software Engenharia de Requisitos Projeto Arquitetural Engenharia Dirigida a Modelos Sistemas Adaptativos Transformação de Modelos Ferramenta de modelagem Software Adaptation Requirements Engineering Architectural Design Model- Driven Engineering Adaptive Systems Model Transformation Modeling Tool |
title_short |
Systematic design of adaptive systems: control-based framework |
title_full |
Systematic design of adaptive systems: control-based framework |
title_fullStr |
Systematic design of adaptive systems: control-based framework |
title_full_unstemmed |
Systematic design of adaptive systems: control-based framework |
title_sort |
Systematic design of adaptive systems: control-based framework |
author |
PIMENTEL, João Henrique Correia |
author_facet |
PIMENTEL, João Henrique Correia |
author_role |
author |
dc.contributor.author.fl_str_mv |
PIMENTEL, João Henrique Correia |
dc.contributor.advisor1.fl_str_mv |
CASTRO, Jaelson Freire Brelaz de |
contributor_str_mv |
CASTRO, Jaelson Freire Brelaz de |
dc.subject.por.fl_str_mv |
Adaptação de Software Engenharia de Requisitos Projeto Arquitetural Engenharia Dirigida a Modelos Sistemas Adaptativos Transformação de Modelos Ferramenta de modelagem Software Adaptation Requirements Engineering Architectural Design Model- Driven Engineering Adaptive Systems Model Transformation Modeling Tool |
topic |
Adaptação de Software Engenharia de Requisitos Projeto Arquitetural Engenharia Dirigida a Modelos Sistemas Adaptativos Transformação de Modelos Ferramenta de modelagem Software Adaptation Requirements Engineering Architectural Design Model- Driven Engineering Adaptive Systems Model Transformation Modeling Tool |
description |
A number of approaches have been proposed for eliciting, modeling and analyzing requirements for adaptive systems. However, there is still a large gap between such requirements specifications and the actual implementation of adaptive systems. In this thesis we investigate the interplay between requirements and architecture for the development of adaptive systems. Furthermore, we propose the Multi-Level Adaptation for Software Systems (MULAS) framework. This framework is centered on the iterative and incremental refinement of a goal model, towards the creation of a Design Goal Model. This model can then be used at runtime to drive adaptation on a system that is properly instrumented. Moreover, the framework includes a toolsupported process for generating statechart behavioral models from a Design Goal Model. The GATO tool (Goal TO Architecture) allows the creation of the different artifacts of the process, including the automatic generation of base statecharts. The suitability of this approach for developing adaptive systems is illustrated by means of case studies. Empirical results show that the techniques developed to translate enriched goal models onto statecharts are scalable, i.e. they present a good performance even with large models. Furthermore, an experiment with software engineering students indicates that the adoption of this framework by non-experts is feasible and beneficial. |
publishDate |
2015 |
dc.date.issued.fl_str_mv |
2015-02-27 |
dc.date.accessioned.fl_str_mv |
2016-03-11T14:00:27Z |
dc.date.available.fl_str_mv |
2016-03-11T14:00:27Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/doctoralThesis |
format |
doctoralThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://repositorio.ufpe.br/handle/123456789/15889 |
url |
https://repositorio.ufpe.br/handle/123456789/15889 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
Attribution-NonCommercial-NoDerivs 3.0 Brazil http://creativecommons.org/licenses/by-nc-nd/3.0/br/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial-NoDerivs 3.0 Brazil http://creativecommons.org/licenses/by-nc-nd/3.0/br/ |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Universidade Federal de Pernambuco |
dc.publisher.program.fl_str_mv |
Programa de Pos Graduacao em Ciencia da Computacao |
dc.publisher.initials.fl_str_mv |
UFPE |
dc.publisher.country.fl_str_mv |
Brasil |
publisher.none.fl_str_mv |
Universidade Federal de Pernambuco |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da UFPE instname:Universidade Federal de Pernambuco (UFPE) instacron:UFPE |
instname_str |
Universidade Federal de Pernambuco (UFPE) |
instacron_str |
UFPE |
institution |
UFPE |
reponame_str |
Repositório Institucional da UFPE |
collection |
Repositório Institucional da UFPE |
bitstream.url.fl_str_mv |
https://repositorio.ufpe.br/bitstream/123456789/15889/5/tese%20bdtd%20-%20jhcp.pdf.jpg https://repositorio.ufpe.br/bitstream/123456789/15889/1/tese%20bdtd%20-%20jhcp.pdf https://repositorio.ufpe.br/bitstream/123456789/15889/2/license_rdf https://repositorio.ufpe.br/bitstream/123456789/15889/3/license.txt https://repositorio.ufpe.br/bitstream/123456789/15889/4/tese%20bdtd%20-%20jhcp.pdf.txt |
bitstream.checksum.fl_str_mv |
5895d996f352a18c9ee70bf85457257c dc412b23838ca5016586548c59128658 66e71c371cc565284e70f40736c94386 4b8a02c7f2818eaf00dcf2260dd5eb08 2133702aeb8cbcbf1d4eb5a053870e7e |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Repositório Institucional da UFPE - Universidade Federal de Pernambuco (UFPE) |
repository.mail.fl_str_mv |
attena@ufpe.br |
_version_ |
1802310695321075712 |