Constrained Component Deployment in Wide-Area Networks Using AI Planning Techniques
IPDPS '03 Proceedings of the 17th International Symposium on Parallel and Distributed Processing
Dynamic Workflow Composition using Markov Decision Processes
ICWS '04 Proceedings of the IEEE International Conference on Web Services
On the compilability and expressive power of propositional planning formalisms
Journal of Artificial Intelligence Research
The metric-FF planning system: translating "Ignoring delete lists" to numeric state variables
Journal of Artificial Intelligence Research
Fast planning through planning graph analysis
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Automatic construction of personalized customer interfaces
Proceedings of the 11th international conference on Intelligent user interfaces
Multi-site cooperative data stream analysis
ACM SIGOPS Operating Systems Review
Wishful search: interactive composition of data mashups
Proceedings of the 17th international conference on World Wide Web
Heuristics for negotiation schedules in multi-plan optimization
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2
A tag-based approach for the design and composition of information processing applications
Proceedings of the 23rd ACM SIGPLAN conference on Object-oriented programming systems languages and applications
Specifying and enforcing high-level semantic obligation policies
Web Semantics: Science, Services and Agents on the World Wide Web
A Planning-Based Approach for the Automated Configuration of the Enterprise Service Bus
ICSOC '08 Proceedings of the 6th International Conference on Service-Oriented Computing
Planning-based configuration and management of distributed systems
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
A semantics-based middleware for utilizing heterogeneous sensor networks
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
Characterizing contract-based multiagent resource allocation in networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Strategic agents for multi-resource negotiation
Autonomous Agents and Multi-Agent Systems
Automatic composition of secure workflows
ATC'06 Proceedings of the Third international conference on Autonomic and Trusted Computing
Automated planning for configuration changes
LISA'11 Proceedings of the 25th international conference on Large Installation System Administration
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With the advent of compositional programming models in computer Science, applying planning technologies to automatically build workflows for solving large and complex problems in such a paradigm becomes not only technically appealing but also feasible approach. The application areas that will benefit from automatic composition include, among others, Web services, Grid computing and stream processing systems. Although the classical planning formalism is expressive enough to describe planning problems that arise in a large variety of different applications, it can pose significant limitations on planner performance in compositional applications, in particular, in stream processing systems. In this paper we exlend the classical planning formalism by introducing new language constructs that support the structure of stream processing domains. Exposing this structure to the planner can result in dramatic performance improvements: our experiments show exponential planning time reduction in comparison to most recent metric planners.