Learning regular sets from queries and counterexamples
Information and Computation
Inference of finite automata using homing sequences
Information and Computation
Efficient test-based model generation for legacy reactive systems
HLDVT '04 Proceedings of the High-Level Design Validation and Test Workshop, 2004. Ninth IEEE International
CONNECT Challenges: Towards Emergent Connectors for Eternal Networked Systems
ICECCS '09 Proceedings of the 2009 14th IEEE International Conference on Engineering of Complex Computer Systems
Automatic synthesis of behavior protocols for composable web-services
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
LearnLib: a framework for extrapolating behavioral models
International Journal on Software Tools for Technology Transfer (STTT) - Special Section on FMICS 05
FM '09 Proceedings of the 2nd World Congress on Formal Methods
Regular inference for state machines using domains with equality tests
FASE'08/ETAPS'08 Proceedings of the Theory and practice of software, 11th international conference on Fundamental approaches to software engineering
Formalizing a Methodology for Design- and Runtime Self-Healing
EASE '10 Proceedings of the 2010 Seventh IEEE International Conference and Workshops on Engineering of Autonomic and Autonomous Systems
CONCUR'10 Proceedings of the 21st international conference on Concurrency theory
Synthesis-Based Loose Programming
QUATIC '10 Proceedings of the 2010 Seventh International Conference on the Quality of Information and Communications Technology
Generating models of infinite-state communication protocols using regular inference with abstraction
ICTSS'10 Proceedings of the 22nd IFIP WG 6.1 international conference on Testing software and systems
Towards an architecture for runtime interoperability
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part II
A theory of mediators for eternal connectors
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part II
Inference of event-recording automata using timed decision trees
CONCUR'06 Proceedings of the 17th international conference on Concurrency Theory
Regular inference for state machines with parameters
FASE'06 Proceedings of the 9th international conference on Fundamental Approaches to Software Engineering
Implementing conformiq Qtronic
TestCom'07/FATES'07 Proceedings of the 19th IFIP TC6/WG6.1 international conference, and 7th international conference on Testing of Software and Communicating Systems
Learning and integration of parameterized components through testing
TestCom'07/FATES'07 Proceedings of the 19th IFIP TC6/WG6.1 international conference, and 7th international conference on Testing of Software and Communicating Systems
Towards an architecture for runtime interoperability
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part II
A theory of mediators for eternal connectors
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part II
On-the-fly interoperability through automated mediator synthesis and monitoring
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part II
Bridging the interoperability gap: overcoming combined application and middleware heterogeneity
Middleware'11 Proceedings of the 12th ACM/IFIP/USENIX international conference on Middleware
Middleware'11 Proceedings of the 12th ACM/IFIP/USENIX international conference on Middleware
Bridging the interoperability gap: overcoming combined application and middleware heterogeneity
Proceedings of the 12th International Middleware Conference
Proceedings of the 12th International Middleware Conference
OverStar: an open approach to end-to-end middleware services in systems of systems
Proceedings of the 13th International Middleware Conference
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Most communication with real-life systems involves data values being relevant to the communication context and thus influencing the observable behavior of the communication endpoints. When applying methods from the realm of automata learning, it is necessary to handle such data-occurrences. In this paper, we consider how the techniques of automata learning can be adapted to the problem of learning interaction models in which data parameters are an essential element. Especially, we will focus on how test-drivers for real-word systems can be generated automatically. Our main contribution is an analysis of (1) the requirements on information contained in models produced by the learning enabler in the CONNECT project and (2) the resulting preconditions for generating test-drivers automatically.