DEMOS: a system for discrete event modelling on Simula
DEMOS: a system for discrete event modelling on Simula
Allocating Modules to Processors in a Distributed System
IEEE Transactions on Software Engineering
Ant-based load balancing in telecommunications networks
Adaptive Behavior
The Coign automatic distributed partitioning system
OSDI '99 Proceedings of the third symposium on Operating systems design and implementation
Constrained Component Deployment in Wide-Area Networks Using AI Planning Techniques
IPDPS '03 Proceedings of the 17th International Symposium on Parallel and Distributed Processing
Service Specification by Composition of Collaborations--An Example
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
AntNet: distributed stigmergetic control for communications networks
Journal of Artificial Intelligence Research
Restoration performance vs. overhead in a swarm intelligence path management system
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
Self-tuned refresh rate in a swarm intelligence path management system
IWSOS'06/EuroNGI'06 Proceedings of the First international conference, and Proceedings of the Third international conference on New Trends in Network Architectures and Services conference on Self-Organising Systems
Aligning UML 2.0 state machines and temporal logic for the efficient execution of services
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part II
Ant system: optimization by a colony of cooperating agents
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Adaptable model-based component deployment guided by artificial ants
Autonomics '08 Proceedings of the 2nd International Conference on Autonomic Computing and Communication Systems
Ant system for service deployment in private and public clouds
Proceedings of the 2nd workshop on Bio-inspired algorithms for distributed systems
warm intelligence heuristics for component deployment
EUNICE'10 Proceedings of the 16th EUNICE/IFIP WG 6.6 conference on Networked services and applications: engineering, control and management
Component deployment using parallel ant-nests
International Journal of Autonomous and Adaptive Communications Systems
Component deployment optimisation with bayesian learning
Proceedings of the 14th international ACM Sigsoft symposium on Component based software engineering
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We study the problem of efficient deployment of software components in a service engineering context. Run-time manipulation, adaptation and composition of entities forming a distributed service is a multi-faceted problem challenged by a number of requirements. The methodology applied and presented can be viewed as an intersection between systems development and novel network management solutions. Application of heuristics, in particular artificial intelligence in the service development cycle allows for optimization and should eventually grant the same benefits as those existing in distributed management architectures such as increased dependability, better resource utilization, etc. The aim is finding the optimal deployment mapping of components to physically available resources, while satisfying all the non-functional requirements of the system design. Accordingly, a new component deployment approach is introduced utilizing distributed stochastic optimization.