A service computing manifesto

Athman Bouguettaya, Munindar P. Singh, Michael N. Huhns, +21

Communications of the ACM

EngineeringService InnovationCloud ComputingService-oriented Software EngineeringWidespread Adoption +9

Web services: problems and future directions

Hongbing Wang, Joshua Zhexue Huang, Yuzhong Qu, +1

Journal of Web Semantics

Web Service SpecificationWeb Service ModelingWeb Service EnhancementCloud ComputingTechnology +1

Web Service Classification Using Support Vector Machine

Hongbing Wang, Yanqi Shi, Xuan Zhou, +3

Web Service SpecificationEngineeringMachine LearningBusiness IntelligenceWeb Service Discovery +17

A multi-agent reinforcement learning approach to dynamic service composition

Hongbing Wang, Xiaojun Wang, Xingguo Hu, +2

Information Sciences

EngineeringMulti-agent ReinforcementIntelligent ServiceSystems EngineeringWeb Composition +2

Adaptive and large-scale service composition based on deep reinforcement learning

Hongbing Wang, Mingzhu Gu, Qi Yu, +6

Knowledge-Based Systems

Artificial IntelligenceEngineeringMachine LearningData ScienceDeep Reinforcement Learning +5

Integrating modified cuckoo algorithm and creditability evaluation for QoS-aware service composition

Hongbing Wang, Danrong Yang, Qi Yu, +1

Knowledge-Based Systems

EngineeringCuckoo AlgorithmCuckoo SearchQos-aware Service CompositionService Assurance +7

Effective BigData-Space Service Selection over Trust and Heterogeneous QoS Preferences

Hongbing Wang, Chao Yu, Lei Wang, +1

IEEE Transactions on Services Computing

EngineeringData TrustTrust Management ArchitectureQuality-of-serviceService Assurance +17

End-to-End Service Support for Mashups

Athman Bouguettaya, ‪Surya Nepal‬, Wanita Sherchan, +7

IEEE Transactions on Services Computing

EngineeringMashup Services SystemEnterprise MashupsCloud ComputingSystems Engineering +6

Integrating reinforcement learning and skyline computing for adaptive service composition

Hongbing Wang, Xingguo Hu, Qi Yu, +4

Information Sciences

EngineeringSkyline ComputingData ScienceGame TheoryIntelligent Service +5

Integrating recurrent neural networks and reinforcement learning for dynamic service composition

Hongbing Wang, Jiajie Li, Qi Yu, +3

Future Generation Computer Systems

Artificial IntelligenceEngineeringMachine LearningData ScienceSequential Learning +7