The program dependence graph and its use in optimization
ACM Transactions on Programming Languages and Systems (TOPLAS)
Partitioning and scheduling parallel programs for execution on multiprocessors
Partitioning and scheduling parallel programs for execution on multiprocessors
Automatic partitioning of a program dependence graph into parallel tasks
IBM Journal of Research and Development
Space-time scheduling of instruction-level parallelism on a raw machine
Proceedings of the eighth international conference on Architectural support for programming languages and operating systems
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms: Concepts and Designs with Disk
Genetic Algorithms: Concepts and Designs with Disk
IEEE Internet Computing
Genetic Algorithm and Graph Partitioning
IEEE Transactions on Computers
QoS-Aware Middleware for Web Services Composition
IEEE Transactions on Software Engineering
Decentralized orchestration of composite web services
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Decentralizing execution of composite web services
OOPSLA '04 Proceedings of the 19th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Business Process Execution Language for Web Services BPEL and BPEL4WS 2nd Edition
Business Process Execution Language for Web Services BPEL and BPEL4WS 2nd Edition
Professional BizTalk Server 2006 R2
Professional BizTalk Server 2006 R2
Efficient algorithms for Web services selection with end-to-end QoS constraints
ACM Transactions on the Web (TWEB)
A Comparison of Multiprocessor Scheduling Heuristics
ICPP '94 Proceedings of the 1994 International Conference on Parallel Processing - Volume 02
Towards a general model of the multi-criteria workflow scheduling on the grid
Future Generation Computer Systems
Workflow-based resource allocation to optimize overall performance of composite services
Future Generation Computer Systems
A quality of service (QoS)-aware execution plan selection approach for a service composition process
Future Generation Computer Systems
A weighted-fair-queuing (WFQ)-based dynamic request scheduling approach in a multi-core system
Future Generation Computer Systems
Transactional and QoS-aware dynamic service composition based on ant colony optimization
Future Generation Computer Systems
Dynamic web service selection group decision-making method based on hybrid QoS
International Journal of High Performance Computing and Networking
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Composite web services comprise several component web services. When a composite web service is executed centrally, a single web service engine is responsible for coordinating the execution of the components, which may create a bottleneck and degrade the overall throughput of the composite service when there are a large number of service requests. Potentially this problem can be handled by decentralizing execution of the composite web service, but this raises the issue of how to partition a composite service into groups of component services such that each group can be orchestrated by its own execution engine while ensuring acceptable overall throughput of the composite service. Here we present a novel penalty-based genetic algorithm to solve the composite web service partitioning problem. Empirical results show that our new algorithm outperforms existing heuristic-based solutions.