Software Engineering for Self-Adaptive Systems: A Research Roadmap


Book Chapter

Software Engineering for Self-Adaptive Systems, 1, pp. 1-26, Springer 2009

Cited by

Year 2014 : 1 citations

 L Tesei, E Merelli, N Paoletti, Multiple Levels in Self-adaptive Complex Systems: A State-Based Approach, … of the European Conference on Complex …, 2014

Year 2013 : 54 citations

 N Esfahani, S Malek, Uncertainty in self-adaptive software systems, Software Engineering for Self-Adaptive Systems II, 2013

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 N Bencomo, A Belaggoun, Supporting decision-making for self-adaptive systems: from goal models to dynamic decision networks, Requirements Engineering: Foundation for …, 2013

 M Puviani, G Cabri, F Zambonelli, A taxonomy of architectural patterns for self-adaptive systems, … of the International C* Conference on …, 2013

 N Bencomo, A Belaggounâ?¦, Bayesian artificial intelligence for tackling uncertainty in self-adaptive systems: the case of dynamic decision networks, 2nd International NSF …, 2013

 D Weyns, MU Iftikhar, J Söderlund, Do external feedback loops improve the design of self-adaptive systems? a controlled experiment, Proceedings of the 8th International …, 2013

 R Calinescu, Emerging techniques for the engineering of self-adaptive high-integrity software, Assurances for Self-Adaptive Systems, 2013

 C Priesterjahn, D Steenken, M Tichy, Timed hazard analysis of self-healing systems, Assurances for Self-Adaptive …, 2013

 N Bencomo, A Belaggoun, V Issarny, Dynamic decision networks for decision-making in self-adaptive systems: a case study, Proceedings of the 8th …, 2013

 K Angelopoulos, VES Souza, J Pimentel, Requirements and architectural approaches to adaptive software systems: a comparative study, Proceedings of the 8th …, 2013

 N Esfahani, A Elkhodary, S Malek, A Learning-Based Framework for Engineering Feature-Oriented Self-Adaptive Software Systems, Publication/NA, 2013

 VES Souza, A Lapouchnian, WN Robinsonâ?¦, Awareness Requirements, Software Engineering for …, 2013

 N Huber, A van Hoorn, A Koziolek, F Brosigâ?¦, Modeling run-time adaptation at the system architecture level in dynamic service-oriented environments, … Oriented Computing and …, 2013

 A Metzger, O Sammodi, K Pohl, Accurate Proactive Adaptation of Service-Oriented Systems, Assurances for Self-Adaptive Systems, 2013

 EM Fredericks, AJ Ramirez, BHC Cheng, Towards run-time testing of dynamic adaptive systems, Proceedings of the 8th …, 2013

 A Dubey, G Karsai, N Mahadevan, Fault-Adaptivity in Hard Real-Time Component-Based Software Systems, Software Engineering for Self- …, 2013

 J Cámara, R de Lemos, M Vieira, R Almeida, R Ventura, Architecture-based resilience evaluation for self-adaptive systems, Computing, 2013

 N Mahadevan, A Dubey, D Balasubramanianâ?¦, Deliberative, search-based mitigation strategies for model-based software health management, Innovations in Systems …, 2013

 M Beggas, L Médini, F Laforest, MT Laskri, Towards an ideal service QoS in fuzzy logic-based adaptation planning middleware, Journal of Systems and …, 2013

 E Yu, A Lapouchnian, S Deng, Adapting to uncertain and evolving enterprise requirements: The case of business-driven business intelligence, Research Challenges in …, 2013

 JMA Oltra, VJ Inglada, DSI i Computació, Reorganization in Dynamic Agent Societies, Publication/NA, 2013

 C Inzinger, W Hummer, I Lytra, P Leitner, H Tranâ?¦, Decisions, Models, and Monitoring A Lifecycle Model for the Evolution of Service-Based Systems, Publication/NA, 2013

 C Ghezzi, LS Pinto, P Spoletiniâ?¦, Managing non-functional uncertainty via model-driven adaptivity, Proceedings of the 2013 …, 2013

 W Jiao, Measurements for Adaptation Level and Efficiency of Adaptive Software Systems, Engineering of Complex Computer Systems (ICECCS) …, 2013

 V Grassi, M Marzolla, R Mirandola, QoS-aware fully decentralized service assembly, Proceedings of the 8th International …, 2013

 G Tallabaci, VES Souza, Engineering adaptation with zanshin: an experience report, … of the 8th International Symposium on …, 2013

 D Weyns, J Andersson, On the Challenges of Self-Adaptation in Systems of Systems, Publication/NA, 2013

 R De Lemos, H Giese, HA Müller, M Shawâ?¦, Software engineering for self-adaptive systems: A second research roadmap, Software Engineering for …, 2013

 C Heinzemann, O Sudmann, W Schäferâ?¦, A discipline-spanning development process for self-adaptive mechatronic systems, Proceedings of the 2013 …, 2013

 M Sparavalo, Robust Adaptive Control for Circadian Dynamics: Poincare Approach to Backstepping Method, arXiv preprint arXiv:1310.2306, 2013

 W Zhang, KM Hansen, P Bellavista, A Research Roadmap for Context-Awareness-Based Self-managed Systems, Service-Oriented Computing-ICSOC …, 2013

 QL Yang, J Lv, XP Tao, XX Ma, JC Xingâ?¦, Fuzzy Self-Adaptation of Mission-Critical Software Under Uncertainty, Journal of Computer …, 2013

 DB Abeywickrama, N Hoch, F Zambonelli, SimSOTA: engineering and simulating feedback loops for self-adaptive systems, Proceedings of the …, 2013

 F KÅ?ikava, P Collet, Feedback Control Definition Language, Publication/NA, 2013

 S Ingolfo, VES Souza, Law and adaptivity in requirements engineering, Proceedings of the 8th International Symposium …, 2013

 R Torres, Mitigating the obsolescence of specification models of service-based systems, Proceedings of the 2013 International Conference on …, 2013

 A Di Marco, P Inverardi, R Spalazzese, Synthesizing self-adaptive connectors meeting functional and performance concerns, Proceedings of the 8th …, 2013

 S Götz, C Wilke, S Richly, C Piechnickâ?¦, Model-driven Self-optimization Using Integer Linear Programming and Pseudo-Boolean Optimization, ADAPTIVE 2013, The …, 2013

 JM Alberola Oltra, Reorganization in Dynamic Agent Societies, Publication/NA, 2013

 LA Rahim, J Whittle, A survey of approaches for verifying model transformations, Software & Systems Modeling, 2013

 T Ahmad, MA Haider, A Systematic Literature Review on Claims and supporting Evidence for Self-Adaptive Systems, Publication/NA, 2013

 R Cheung, HB Kazemian, J Cao, Model Reference Adaptive Control in Fuzzy-Based Context-Aware Middleware, International Journal of …, 2013

 J Göbel, Self-Organizing Transport Networks: Decentralized Optimization based on Genetic Programming, Publication/NA, 2013

 R Babaee, SM Babamir, Runtime verification of service?oriented systems: a well?rounded survey, International Journal of Web and Grid …, 2013

 J Fähndrich, S Ahrndt, S Albayrak, Self-Explaining Agents, Jurnal Teknologi, 2013

 M ROVERO, Context aware applications development: a comparison of different approaches, Publication/NA, 2013

 H Song, S Barrett, A Clarke, S Clarke, Self-adaptation with End-User Preferences: Using Run-Time Models and Constraint Solving, Model-Driven Engineering …, 2013

 G Tamura, NM Villegas, HA Müller, JP Sousaâ?¦, Towards practical runtime verification and validation of self-adaptive software systems, Software Engineering for …, 2013

 J Hartmann, W Stechele, E Maehle, Self-adaptation for mobile robot algorithms using organic computing principles, Architecture of Computing Systems? …, 2013

 L Ge, B Zhang, C Zhang, F Li, Modified Reflective Petri Net for Performance Evaluation of Policy-Driven ASBS, Ubiquitous Information Technologies and …, 2013

 M Caporuscio, Microevolution of Pervasive Services, … and Advanced Applications (SEAA), 2013 39th …, 2013

 NM Villegas, G Tamura, HA Müller, L Duchienâ?¦, DYNAMICO: A Reference Model for Governing Control Objectives and Context Relevance in Self-Adaptive Software Systems, Software Engineering for …, 2013

 N Mahadevan, A Dubey, D Balasubramanian, G Karsai, Deliberative Reasoning in Software Health Management, ISIS, 2013

 D Weyns, B Schmerl, V Grassi, S Malekâ?¦, On patterns for decentralized control in self-adaptive systems, Software Engineering for …, 2013

Year 2012 : 90 citations

 T Vogel, H Giese, Requirements and assessment of languages and frameworks for adaptation models, Models in Software Engineering, 2012

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 R Almeida, M Vieira, Changeloads for resilience benchmarking of self-adaptive systems: a risk-based approach, Dependable Computing Conference ( …, 2012

 E Merelli, N Paoletti, L Tesei, A multi-level model for self-adaptive systems, arXiv preprint arXiv:1209.1628, 2012

 C Xu, SC Cheung, X Ma, C Cao, J Lu, Adam: Identifying defects in context-aware adaptation, Journal of Systems and Software, 2012

 D Weyns, MU Iftikhar, DG de la Iglesiaâ?¦, A survey of formal methods in self-adaptive systems, Proceedings of the Fifth …, 2012

 A Metzger, K Pohl, M Papazoglouâ?¦, Research challenges on adaptive software and services in the future internet: towards an S-Cube research roadmap, … and Challenges (S- …, 2012

 A Dubey, N Mahadevan, G Karsai, A deliberative reasoner for model-based software health management, ICAS 2012, The Eighth …, 2012

 V Nallur, R Bahsoon, A decentralized self-adaptation mechanism for service-based applications in the cloud, Publication/NA, 2012

 GH Alférez, V Pelechano, Dynamic evolution of context-aware systems with models at runtime, Model Driven Engineering Languages and …, 2012

 N Bencomo, S Hallsteinsen, E Almeida, A View of the Landscape of Dynamic Software Product Lines, Publication/NA, 2012

 JC Deprez, R Ramdoyalâ?¦, Integrating Energy and Eco-Aware Requirements Engineering in the Development of Services-Based Applications on Virtual Clouds, … for Sustainable Systems …, 2012

 C Dorn, RN Taylor, Co-adapting human collaborations and software architectures, Proceedings of the 2012 International Conference …, 2012

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 M Salehie, L Pasquale, I Omoronyiaâ?¦, Towards self-protecting smart metering: investigating requirements for the MAPE loop, IEEE Int. Conf. & …, 2012

 A Amin, A Colman, L Grunske, Statistical detection of QoS violations based on CUSUM control charts, Proceedings of the third joint WOSP/ …, 2012

 J Sudeikat, JP Steghöfer, H Seebach, W Reifâ?¦, On the combination of top-down and bottom-up methodologies for the design of coordination mechanisms in self-organising systems, Information and …, 2012

 J Huang, H Yang, A functional implementation approach for web services-based context-aware systems, Computer Software and Applications …, 2012

 T Patikirikorala, A Colman, L Wangâ?¦, Technical report: A Systematic Survey on the Design of Self-Adaptive Software Systems using Control Engineering Approaches, Software Engineering for …, 2012

 D Perez-Palacin, R Mirandola, J Merseguer, QoS and energy management with Petri nets: A self-adaptive framework, Journal of Systems and …, 2012

 J Criado, L Iribarne, N Padilla, J Troyaâ?¦, An mde approach for runtime monitoring and adapting component-based systems: Application to wimp user interface architectures, … (SEAA), 2012 38th …, 2012

 VH Nguyen, F Fouquet, N Plouzeauâ?¦, A process for continuous validation of self-adapting component based systems, Proceedings of the 7th …, 2012

 J Holt, H Hoffmann, Seec-ap: Self-aware software architecture patterns, International Workshop on Computing …, 2012

 N Esfahani, S Malek, Utilizing architectural styles to enhance the adaptation support of middleware platforms, Information and Software Technology, 2012

 M Barry, R Molero, AR Muhsen, Talking Titler: Evolutionary and Self-Adaptive Land Tenure Information System Development, South African Journal of Geomatics, 2012

 D Weyns, S Malek, J Andersson, B Schmerl, Introduction to the special issue on state of the art in engineering self-adaptive systems, Journal of Systems and …, 2012

 N Srirajun, P Bhattarakosolâ?¦, A trustable software with a dynamic loop control mechanism, International Journal of …, 2012

 E Abebe, C Ryan, Adaptive application offloading using distributed abstract class graphs in mobile environments, Journal of Systems and Software, 2012

 Y Liu, C Xu, SC Cheung, AFChecker: Effective model checking for context-aware adaptive applications, Journal of Systems and Software, 2012

 R Ali, F Dalpiaz, P Giorgini, Reasoning with contextual requirements: detecting inconsistency and conflicts, Information and Software Technology, 2012

 M Luckey, C Thanos, C Gerthâ?¦, Multi-staged quality assurance for self-adaptive systems, Self-Adaptive and Self- …, 2012

 M Hussein, J Yu, J Han, A Colman, Scenario-driven Development of Context-aware Adaptive Software Systems, Publication/NA, 2012

 DB Abeywickrama, F Zambonelliâ?¦, Towards Simulating Architectural Patterns for Self-Aware and Self-Adaptive Systems, Self-Adaptive and Self- …, 2012

 E Yu, S Deng, D Sasmal, Enterprise Architecture for the Adaptive Enterprise?A Vision Paper, Trends in Enterprise Architecture Research and …, 2012

 V Raychoudhury, J Cao, M Kumar, D Zhang, Middleware for pervasive computing: A survey, Pervasive and Mobile …, 2012

 VES Souza, A requirements-based approach for the design of adaptive systems, … (ICSE), 2012 34th International Conference on, 2012

 DJ Dubois, Toward adopting self-organizing models for the gamification of context-aware user applications, Games and Software Engineering (GAS), 2012 …, 2012

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 æ?¥é?§é?ï¼? 史庭训ï¼? ç?¦æ??å?ï¼? å­?繁æ?¶, è?ªä¸»æ??件è?ªé??åº?ç­?ç?¥ç??å?¨çº¿å®?å?¶å?å?¨æ?è¯?ä¼°, ????, 2012


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 KR Canavera, N Esfahani, S Malek, Mining the execution history of a software system to infer the best time for its adaptation, Proceedings of the ACM SIGSOFT …, 2012

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 D Weyns, S Malek, J Andersson, FORMS: Unifying reference model for formal specification of distributed self-adaptive systems, ACM Transactions on Autonomous …, 2012

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 AK Chopra, The Meaning of Requirements and Adaptation, arXiv preprint arXiv:1209.1551, 2012

 M Zeller, C Prehofer, A multi-layered control approach for self-adaptation in automotive embedded systems, Advances in Software Engineering, 2012

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 J Knodel, D Schneider, Open Software Architectures for the Car of the Future, ATZelektronik worldwide, 2012

 R Calinescu, C Ghezzi, M Kwiatkowskaâ?¦, Self-adaptive software needs quantitative verification at runtime, Communications of the …, 2012

 C Deters, HA Wurdemann, JS Daiâ?¦, Reconfigurable Assembly Approach for Wind Turbines Using Multiple Intelligent Agents, … Mechanisms and Robots …, 2012

 M Gómez Lacruz, Designing Self-Adaptive Systems through Models at Run-time, Publication/NA, 2012

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 P Scandurra, C Raibulet, P Potena, R Mirandolaâ?¦, Adapting Cloud-based Applications through a Coordinated and Optimized Resource Allocation Approach., CLOSER, 2012

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 H Horikoshi, H Nakagawa, Y Taharaâ?¦, Dynamic reconfiguration in self-adaptive systems considering non-functional properties, Proceedings of the 27th …, 2012

 M Oriol, NA Qureshi, X Franch, A Periniâ?¦, Requirements monitoring for adaptive service-based applications, … : Foundation for Software …, 2012

 I Schaefer, M Lochau, M Leucker, Approaches for mastering change, Leveraging Applications of Formal …, 2012

 MU Iftikhar, D Weyns, Formal Verification of Self-Adaptive Behaviors in Decentralized Systems with Uppaal: An Initial Study, Publication/NA, 2012

 N Khakpour, S Jalili, C Talcott, M Sirjaniâ?¦, Formal modeling of evolving self-adaptive systems, Science of Computer …, 2012

 HA Muller, NM Villegas, G Tamura, J Ng, Situation-aware smarter commerce, … of the 2012 Conference of the …, 2012

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 T Vogel, H Giese, [CITATION][C] preprint, Publication/NA, 2012

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 J Cámara, R de Lemos, Evaluation of resilience in self-adaptive systems using probabilistic model-checking, Software Engineering for Adaptive and …, 2012

 T Patikirikorala, A Colman, J Hanâ?¦, A systematic survey on the design of self-adaptive software systems using control engineering approaches, Software Engineering for …, 2012

 R Ali, C Solis, I Omoronyia, M Salehie, B Nuseibeh, Social adaptation: When software gives users a voice, Publication/NA, 2012

 DB Abeywickrama, F Zambonelli, Model checking goal-oriented requirements for self-adaptive systems, Engineering of Computer …, 2012

Year 2011 : 82 citations

 O Brill, E Knauss, Structured and unobtrusive observation of anonymous users and their context for requirements elicitation, Requirements Engineering Conference (RE), …, 2011

 I Chun, J Park, H Lee, W Kim, S Park, E Lee, An agent-based self-adaptation architecture for implementing smart devices in smart space, Telecommunication Systems, 2011

 N Guelfi, A formal framework for dependability and resilience from a software engineering perspective, Central European Journal of Computer Science, 2011

 A Morris, M Ulieru, FRIEND: A human-aware BDI agent architecture, … , Man, and Cybernetics (SMC), 2011 IEEE …, 2011

 A Lapouchnian, Exploiting Requirements Variability for Software Customization and Adaptation, Publication/NA, 2011

 O Räihä, H Kundi, K Koskimies, E Mäkinen, Synthesizing architecture from requirements: A genetic approach, … Software Requirements and …, 2011

 A Koziolek, Automated improvement of software architecture models for performance and other quality attributes, Publication/NA, 2011

 D Perez-Palacin, J Merseguer, Performance sensitive self-adaptive service-oriented software using hidden markov models, ACM SIGSOFT Software Engineering …, 2011

 M Caporuscio, M Funaro, C Ghezzi, Restful service architectures for pervasive networking environments, REST: From Research to Practice, 2011

 M Hussein, J Han, A Colman, An approach to model-based development of context-aware adaptive systems, Computer Software and …, 2011

 MG Fugini, C Raibulet, F Ramoni, A prototype for risk prevention and management in working environments, Information Technology and Innovation …, 2011

 MJ Csorba, Cost-efficient deployment of distributed software services, Publication/NA, 2011

 C Landauer, Abstract infrastructure for real systems: Reflection and autonomy in real time, Object/Component/Service-Oriented Real-Time …, 2011

 I Neamtiu, Elastic executions from inelastic programs, Proceedings of the 6th International Symposium on …, 2011

 R Almeida, M Vieira, Benchmarking the resilience of self-adaptive software systems: perspectives and challenges, Proceedings of the 6th International Symposium …, 2011

 RD Lemos, Software engineering for self-adaptive systems: A second research roadmap (draft version of may 20, 2011), Publication/NA, 2011

 T Vogel, H Giese, Language and Framework Requirements for Adaptation Models, Models@ run. time, 2011

 L Lúcio, N Guelfi, A precise definition of operational resilience, Publication/NA, 2011

 D Perez-Palacin, R Mirandolaâ?¦, Software architecture adaptability metrics for QoS-based self-adaptation, Proceedings of the joint …, 2011

 D Perez-Palacin, R Mirandolaâ?¦, Enhancing a QoS-based self-adaptive framework with energy management capabilities, Proceedings of the joint …, 2011

 M Hussein, J Han, A Colman, An Architecture-Based Approach to Context-Aware Adaptive Software Systems, Publication/NA, 2011

 C Prehofer, An adaptive control model for non-functional feature interactions, … and Advanced Applications (SEAA), 2011 37th …, 2011

 K Da, M Dalmau, P Roose, A Survey of adaptation systems, International Journal on …, 2011

 C Costa Soria, Dynamic evolution and reconfiguration of software architectures through aspects, Publication/NA, 2011

 V Zanardi, L Capra, Dynamic updating of online recommender systems via feed-forward controllers, Proceedings of the 6th International Symposium on …, 2011

 J Church, A Motro, Learning service behavior with progressive testing, Service-Oriented Computing and …, 2011

 M Luckey, C Gerth, C Soltenbornâ?¦, QUAASY: QUality Assurance of Adaptive SYstems, Proceedings of the 8th …, 2011

 A Rashid, JC Royer, A Rummler, Aspect-oriented, model-driven software product lines: the ample way, Publication/NA, 2011

 Q Yang, J Lu, J Xing, X Tao, H Huâ?¦, Fuzzy control-based software self-adaptation: A case study in mission critical systems, Computer Software and …, 2011

 F Krikava, P Collet, A Reflective Model for Architecting Feedback Control Systems., SEKE, 2011

 M Fugini, F Ramoni, C Raibulet, Service-Oriented Architecture for Risk Management, New Technologies of …, 2011

 MP Romay, L Fernández-Sanzâ?¦, A Systematic Review of Self-adaptation in Service-oriented Architectures, ICSEA 2011, The Sixth …, 2011

 DJ Dubois, Self-organizing Methods and Models for Software Development, PhD in Information Engineering, Politecnico di Milano, …, 2011

 S Guinea, P Spoletini, Evaluating the compatibility of conversational service interactions, Proceedings of the 3rd International Workshop on …, 2011

 TG Le, O Hermant, M Manceny, R Pawlak, Dynamic adaptation through event reconfiguration, On the Move to Meaningful …, 2011

 N Esfahani, A framework for managing uncertainty in self-adaptive software systems, Proceedings of the 2011 26th IEEE/ACM International …, 2011

 S Hurtado, S Sen, R Casallas, Reusing legacy software in a self-adaptive middleware framework, Adaptive and Reflective Middleware on …, 2011

 P Collet, Taming Complexity of Large Software Systems: Contracting, Self-Adaptation and Feature Modeling, Publication/NA, 2011

 MG Fugini, F Ramoni, R Israels, C Raibuletâ?¦, Simulations of Risks for Monitoring and Prevention., SEKE, 2011

 N Abbas, J Andersson, D Weyns, Knowledge evolution in autonomic software product lines, Proceedings of the 15th International …, 2011

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 MC RONCANCIO, Towards Dependable Dynamic Component-based Applications, Publication/NA, 2011

 M Kohli, An Enhanced Goal-Oriented Decision-Making Model for Self-Adaptive Systems, Publication/NA, 2011

 TSFW Knowledgebases, Workshops der wissenschaftlichen Konferenz Kommunikation in Verteilten Systemen 2011 (WowKiVS 2011), Electronic Communications of the …, 2011

 N Abbas, Towards autonomic software product lines, Proceedings of the 15th International Software Product …, 2011

 J Grundy, P Avgeriou, J Hall, P Lagoâ?¦, Emerging Issues in Relating Software Requirements and Architecture, Relating Software …, 2011

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 M Frey, Self-Adaptive Wireless Sensor Networks, Publication/NA, 2011

 L Bernardinello, G Lulli, C Raibulet, A framework for resource management in air traffic systems, … International Conference on …, 2011

 P Vromant, D Weyns, S Malekâ?¦, On interacting control loops in self-adaptive systems, Proceedings of the 6th …, 2011

 N Huber, F Brosig, S Kounev, Model-based self-adaptive resource allocation in virtualized environments, … of the 6th International Symposium on …, 2011

 JL Pastrana, E Pimentel, M Katrib, QoS-enabled and self-adaptive connectors for Web Services composition and coordination, Computer Languages, Systems & …, 2011

 G Cabri, M Puviani, F Zambonelli, Towards a taxonomy of adaptive agent-based collaboration patterns for autonomic service ensembles, … Technologies and Systems …, 2011

 A Koziolek, H Koziolek, R Reussner, Peropteryx: automated application of tactics in multi-objective software architecture optimization, Proceedings of the joint ACM …, 2011

 N Esfahani, E Kouroshfar, S Malek, Taming uncertainty in self-adaptive software., SIGSOFT FSE, 2011

 A Filieri, C Ghezzi, A Leva, M Maggio, Self-adaptive software meets control theory: A preliminary approach supporting reliability requirements, … of the 2011 26th IEEE/ACM …, 2011

 N Mahadevan, A Dubey, G Karsai, Application of software health management techniques, Proceedings of the 6th International …, 2011

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 NA Qureshi, IJ Jureta, A Perini, Requirements engineering for self-adaptive systems: core ontology and problem statement, Advanced Information Systems …, 2011

 M Hussein, J Han, A Colman, J Yu, An Organizational Approach to Modelling and Realizing Context-aware Adaptive Systems, Publication/NA, 2011

 S Kounev, Self-aware software and systems engineering: A vision and research roadmap, GI Softwaretechnik-Trends, 2011

 VES Souza, J Mylopoulos, From awareness requirements to adaptive systems: A control-theoretic approach, Requirements@ Run. Time (RE@ …, 2011

 M Mori, A software lifecycle process for context-aware adaptive systems, Proceedings of the 19th ACM SIGSOFT symposium …, 2011

 HVD Parunak, SA Brueckner, Software engineering for self-organizing systems, Ann Arbor, 2011

 AK Chopra, Requirements-driven adaptation: Compliance, context, uncertainty, and systems, Requirements@ Run. Time (RE@ RunTime), 2011 …, 2011

 L Rosa, L Rodrigues, A Lopes, Goal-oriented self-management of in-memory distributed data grid platforms, Cloud Computing Technology …, 2011

 M Derakhshanmanesh, M Amoui, G O'Gradyâ?¦, GRAF: graph-based runtime adaptation framework, Proceedings of the 6th …, 2011

 G Lulli, P Potena, C Raibulet, Resource Allocation, Trading and Adaptation in Self-managing Systems, Advanced Information Systems Engineering …, 2011

 D Schneider, M Becker, M Trapp, Approaching runtime trust assurance in open adaptive systems, … of the 6th International Symposium on …, 2011

 G Lulli, R Mirandola, P Potena, C Raibulet, Resource management in the air traffic domain, Software Architecture, 2011

 M Sirjani, MM Jaghoori, Ten years of analyzing actors: Rebeca experience, Formal Modeling: Actors, Open Systems, …, 2011

 J Pimentel, X Franch, J Castro, Measuring architectural adaptability in i* models, 14th Ibero-American …, 2011

 L Baresi, S Guinea, A3: self-adaptation capabilities through groups and coordination, Proceedings of the 4th India Software Engineering …, 2011

 P Inverardi, M Mori, Model checking requirements at run-time in adaptive systems, Proceedings of the 8th workshop on Assurances for …, 2011

 M Mori, F Li, C Dorn, P Inverardi, S Dustdar, Leveraging state-based user preferences in context-aware reconfigurations for self-adaptive systems, Software Engineering and …, 2011

 B Magableh, S Barrett, Adaptive context oriented component-based application middleware (COCA-middleware), Ubiquitous Intelligence and Computing, 2011

 A Classen, Modelling and model checking variability-intensive systems, Publication/NA, 2011

 NA Qureshi, S Liaskos, A Perini, Reasoning about adaptive requirements for self-adaptive systems at runtime, Requirements@ Run. Time ( …, 2011

 C Priesterjahn, D Steenken, M Tichy, Component-based timed hazard analysis of self-healing systems, … of the 8th workshop on Assurances …, 2011

Year 2010 : 70 citations

 D Perez-Palacin, R Mirandolaâ?¦, Qos-based model driven assessment of adaptive reactive systems, … (ICSTW), 2010 Third …, 2010

 J Simmonds, S Ben-David, M Chechik, Monitoring and recovery of web service applications, The smart internet, 2010

 M Hussein, J Han, A Colman, Context-Aware Adaptive Software Systems: A System-Context Relationships Oriented Survey, Publication/NA, 2010

 N Bencomo, J Lee, S Hallsteinsen, How dynamic is your Dynamic Software Product Line?, Publication/NA, 2010

 VA Burégio, SR de Lemos Meira, ES de Almeida, Characterizing Dynamic Software Product Lines-A Preliminary Mapping Study., SPLC Workshops, 2010

 S Kounev, Engineering of Next Generation Self-Aware Software Systems: A Research Roadmap., KIT-Nachwuchswissenschaftler-Symposium, 2010

 S Jha, M Parashar, O Rana, Self-adaptive architectures for autonomic computational science, Self-Organizing Architectures, 2010

 N Srirajun, P Bhatarakosolâ?¦, Trustable web services with dynamic confidence time interval, New Trends in …, 2010

 H Kasinger, B Bauer, J Denzingerâ?¦, Adapting environment-mediated self-organizing emergent systems by exception rules, Proceedings of the second …, 2010

 M Hussein, J Han, A Colman, Specifying and Verifying the Context-aware Adaptive Behavior of Software Systems, Publication/NA, 2010

 X Zhang, CH Lung, Improving Software Performance and Reliability with an Architecture-Based Self-Adaptive Framework, Computer Software and Applications …, 2010

 J Na, G Li, B Zhang, L Zhangâ?¦, An Adaptive Replanning Mechanism for Dependable Service-Based Systems, e-Business Engineering ( …, 2010

 D Sykes, Autonomous architectural assembly and adaptation, Publication/NA, 2010

 U Scholz, S Mehlhase, Co-ordinated utility-based adaptation of multiple applications on resource-constrained mobile devices, Distributed Applications and Interoperable …, 2010

 G Safi, SH Mirian-Hosseinabadi, A Service Based Approach to Self-Adaptive Software Systems Based on Constructing a Group of Autonomic Elements, Engineering of Autonomic …, 2010

 F Chauvel, H Song, X Chen, G Huangâ?¦, Using qos-contracts to drive architecture-centric self-adaptation, Research into Practice? …, 2010

 A Lapouchnian, Y Lespérance, From Adaptive Systems Design to Autonomous Agent Design. i*, iStar 2010?Proceedings of the 4 …, 2010

 KL Bellman, C Landauerâ?¦, Managing variable and cooperative time behavior, … /Service-Oriented Real- …, 2010

 HS Ferreira, FF Correia, A Aguiarâ?¦, Adaptive Object-Models: a research roadmap, International Journal On …, 2010

 F Barbier, C Ballagny, Proved metamodels as backbone for software adaptation, High-Assurance Systems Engineering ( …, 2010

 K Welsh, P Sawyer, Managing testing complexity in dynamically adaptive systems: A model-driven approach, Software Testing, Verification, and …, 2010

 M Hussein, J Han, A Colman, Integrated Modeling of Context-Aware Adaptive Software Systems, Publication/NA, 2010

 M Shaw, Research toward an engineering discipline for software, Proceedings of the FSE/SDP workshop on Future of …, 2010

 W Schäfer, M Birattari, J Blömer, M Dorigoâ?¦, Engineering self-coordinating software intensive systems, Proceedings of the FSE …, 2010

 T Vogel, Models at Runtime for Monitoring and Adapting Software Systems, Proceedings of the 4th Ph. D. Retreat of the HPI …, 2010

 A Phung-Khac, JM Gilliot, MT Segarra, A Beugnardâ?¦, Modelling changes and data transfers for architecture-based runtime evolution of distributed applications, Software …, 2010

 H Nakagawa, A Ohsuga, S Honiden, Cooperative behaviors description for self-* systems implementation, Advances in Practical Applications of …, 2010

 NH Kacem, AH Kacem, K Drira, Orchestrating Safe Behavioural Adaptations of Component-Based Systems, Autonomic and Autonomous …, 2010

 H Ehrig, C Ermel, O Runge, A Bucchiaroneâ?¦, Formal analysis and verification of self-healing systems: Long version, Publication/NA, 2010

 Y Jian, L Liu, J Wang, E Yu, Goal-driven adaptation of internetware, Proceedings of the Second Asia-Pacific …, 2010

 L Mostarda, D Sykes, N Dulay, A State Machine-Based Approach For Reliable Adaptive Distributed Systems, Engineering of Autonomic and …, 2010

 VES Souza, Awareness Requirements for Self-Adaptive Socio-technical Systems, Publication/NA, 2010

 K Lee, D Lee, SJ Hyun, A Self-Adaptation Model for Ubiquitous Computing Applications, Publication/NA, 2010

 NA Qureshi, M Morandini, CD Nguyen, A Perini, A tool-supported development process for adaptive systems, Publication/NA, 2010

 P Sawyer, N Bencomo, J Whittleâ?¦, Requirements-aware systems: A research agenda for re for self-adaptive systems, … (RE), 2010 18th …, 2010

 N Bencomo, J Whittle, P Sawyer, A Finkelsteinâ?¦, Requirements reflection: requirements as runtime entities, Proceedings of the …, 2010

 T Vogel, S Neumann, S Hildebrandt, H Gieseâ?¦, Incremental model synchronization for efficient run-time monitoring, Models in Software …, 2010

 A Elkhodary, N Esfahani, S Malek, FUSION: a framework for engineering self-tuning self-adaptive software systems, Proceedings of the eighteenth ACM …, 2010

 M Amoui, S Li, EA Oliveiraâ?¦, Towards Developing a Meta-model for Comprehending Software Adaptability, … (ICPC), 2010 IEEE 18th …, 2010

 D Weyns, S Malek, J Andersson, FORMS: a formal reference model for self-adaptation, … of the 7th international conference on …, 2010

 S Kounev, F Brosig, N Huberâ?¦, Towards self-aware performance and resource management in modern service-oriented systems, … Computing (SCC), 2010 …, 2010

 M Léger, T Ledoux, T Coupaye, Reliable dynamic reconfigurations in a reflective component model, Component-Based Software Engineering, 2010

 D Ameller, X Franch, J Cabot, Dealing with non-functional requirements in model-driven development, … Engineering Conference (RE), …, 2010

 D Weyns, S Malek, J Andersson, On decentralized self-adaptation: lessons from the trenches and challenges for the future, … of the 2010 ICSE Workshop on …, 2010

 P Levi, S Kernbach, Symbiotic multi-robot organisms: reliability, adaptability, evolution, Publication/NA, 2010

 C Ghezzi, M Pradella, G Salvaneschi, Programming language support to context-aware adaptation: a case-study with Erlang, … of the 2010 ICSE Workshop on …, 2010

 A Elkhodary, A learning-based approach for engineering feature-oriented self-adaptive software systems, Proceedings of the eighteenth ACM SIGSOFT …, 2010

 NA Ernst, J Mylopoulos, On the perception of software quality requirements during the project lifecycle, Requirements Engineering: Foundation for …, 2010

 NA Qureshi, A Perini, NA Ernstâ?¦, Towards a continuous requirements engineering framework for self-adaptive systems, … @ Run. Time (RE@ …, 2010

 D Cooray, S Malek, R Roshandel, Context-Driven Optimization of Mobile Service-Oriented Systems for Improving their Resilience, Services (SERVICES-1), …, 2010

 X Peng, B Chen, Y Yu, W Zhao, Self-tuning of software systems through goal-based feedback loop control, … Engineering Conference (RE) …, 2010

 DA Menasce, JP Sousa, S Malekâ?¦, Qos architectural patterns for self-architecting software systems, Proceedings of the 7th …, 2010

 K Welsh, P Sawyer, Understanding the scope of uncertainty in dynamically adaptive systems, Requirements Engineering: Foundation for Software …, 2010

 R de Lemos, H Giese, HA Müller, M Shaw, [CITATION][C] Software Engineering for Self-Adaptive Systems: A Second Research Roadmap (Draft Version of November 9, 2011), Publication/NA, 2010

 S Li, Evaluating Mission-Critical Self-Adaptive Software Systems: A Testing-Based Approach, Publication/NA, 2010

 D Cooray, S Malek, R Roshandelâ?¦, RESISTing reliability degradation through proactive reconfiguration, Proceedings of the IEEE/ …, 2010

 E Kaddoum, C Raibulet, JP Georgé, G Picardâ?¦, Criteria for the evaluation of self-* systems, Proceedings of the …, 2010

 YS Jian, T Li, L Liu, E Yu, Goal-oriented requirements modelling for running systems, Requirements@ Run. Time (RE@ …, 2010

 F Nafz, H Seebach, JP Steghöfer, S Bäumlerâ?¦, A formal framework for compositional verification of organic computing systems, Autonomic and Trusted …, 2010

 G Karsai, F Massacci, LJ Osterweilâ?¦, Evolving embedded systems, Computer, 2010

 C Esposito, D Cotroneo, A Gokhaleâ?¦, Architectural evolution of monitor and control systems-issues and challenges, Network Protocols and …, 2010

 Y Brun, Improving impact of self-adaptation and self-management research through evaluation methodology, Proceedings of the 2010 ICSE Workshop on Software …, 2010

 P Inverardi, M Mori, Feature oriented evolutions for context-aware adaptive systems, Proceedings of the Joint ERCIM Workshop on …, 2010

 Y Li, Y Lu, Y Yin, S Deng, J Yin, Towards qos-based dynamic reconfiguration of soa-based applications, … Conference (APSCC), 2010 …, 2010

 M Zouari, M Segarra, F André, A framework for distributed management of dynamic self-adaptation in heterogeneous environments, Computer and Information …, 2010

 J Whittle, W Simm, MA Ferrario, On the role of the user in monitoring the environment in self-adaptive systems: a position paper, … of the 2010 ICSE Workshop on …, 2010

 M Marzolla, R Mirandola, Performance aware reconfiguration of software systems, Computer Performance Engineering, 2010

 M Autili, P Di Benedetto, P Inverardi, A programming model for adaptable java applications, … on the Principles and Practice of …, 2010

 S Kernbach, E Meister, F Schlachterâ?¦, Adaptation and self-adaptation of developmental multi-robot systems, International Journal On …, 2010

 NA Qureshi, A Perini, Continuous adaptive requirements engineering: An architecture for self-adaptive service-based applications, … Run. Time (RE@ RunTime), 2010 First …, 2010

Year 2009 : 21 citations

 V Grassi, A Sindico, Model driven development of context aware software systems, Publication/NA, 2009

 M Salehie, A quality-driven approach to enable decision-making in self-adaptive software, Publication/NA, 2009

 D Schneider, M Trapp, Runtime Safety Models in Open Systems of Systems, Dependable, Autonomic and Secure …, 2009

 S Ramakrishnan, On self-adaptive process-based dependable web service composition, Future Computing, Service Computation, …, 2009

 J Calta, A taxonomy of adaptive systems, 7th European Workshop on Multi-Agent Systems, 2009

 X Ma, SC Cheung, C Cao, F Xu, J Lu, Towards a dependable software paradigm for service-oriented computing, High Assurance Services …, 2009

 Y Brun, GDM Serugendo, C Gacek, H Gieseâ?¦, Engineering self-adaptive systems through feedback loops, Software Engineering for …, 2009

 BHC Cheng, P Sawyer, N Bencomoâ?¦, A goal-based modeling approach to develop requirements of an adaptive system with environmental uncertainty, Model Driven Engineering …, 2009

 J Whittle, P Sawyer, N Bencomoâ?¦, Relax: Incorporating uncertainty into the specification of self-adaptive systems, … , 2009. RE'09. 17th …, 2009

 J Andersson, R De Lemos, S Malekâ?¦, Modeling dimensions of self-adaptive software systems, Software engineering for …, 2009

 V Cardellini, E Casalicchio, V Grassiâ?¦, Qos-driven runtime adaptation of service oriented architectures, Proceedings of the the …, 2009

 NA Qureshi, A Perini, Engineering adaptive requirements, … , 2009. SEAMS'09. ICSE Workshop on, 2009

 BHC Cheng, R de Lemos, D Garlan, H Gieseâ?¦, Seams 2009: Software engineering for adaptive and self-managing systems, Proceedings of the …, 2009

 V Cardellini, E Casalicchio, V Grassi, FL Prestiâ?¦, Towards self-adaptation for dependable service-oriented systems, … Dependable Systems VI, 2009

 A Bucchiarone, P Pelliccioneâ?¦, Self-repairing systems modeling and verification using agg, … Architecture, 2009 & …, 2009

 N Bencomo, On the use of software models during software execution, Modeling in Software Engineering, 2009. MISE'09 …, 2009

 P Inverardi, P Pelliccioneâ?¦, Towards an assume-guarantee theory for adaptable systems, Software Engineering for …, 2009

 V Grassi, R Mirandola, E Randazzo, Model-driven assessment of qos-aware self-adaptation, Software Engineering for Self- …, 2009

 HS Ferreira, A Aguiar, JP Faria, Adaptive Object-Modelling: Patterns, Tools and Applications, … Engineering Advances, 2009. …, 2009

 J Andersson, R de Lemos, S Malek, D Weyns, [CITATION][C] Towards a classification of selfadaptive software system, Software Engineering for Self- …, 2009

 A Elkhodary, S Malek, N Esfahani, On the Role of Features in Analyzing the Architecture of Self-Adaptive Software Systems, 4th Workshop on Models@ run. …, 2009

Year 2008 : 4 citations

 A Phung-Khac, MT Segarra, JM Gilliotâ?¦, Dynamic Composition and Adaptation in Adapt-Medium, Actas de los Talleres de …, 2008

 V Petrucci, A framework for supporting dynamic adaptation of power-aware web server clusters, Master's thesis, Instituto de Computação, Universidade …, 2008

 YJ Xu, TT Ishitani, Bayesian modeling in institutional research: An example of nonlinear classification, New directions for institutional research, 2008

 F Rosenberg, P Leitner, A Michlmayrâ?¦, Integrated Metadata Support for Web Service Runtimes, … Workshops, 2008 12th, 2008

Year 2007 : 1 citations

 M Kamhaengmit, สำ à¸?ัก หอสมุà¸? กล า à¸?, Publication/NA, 2007

Year 2004 : 1 citations

 EM Zamaniâ?Gallaher, Proprietary schools: Beyond the issue of profit, New Directions for Institutional …, 2004