Journal Articles

“The common facts of today are the products of yesterday’s research." Duncan MacDonald

Automatically Building Service-Based Systems With Function Relaxation IEEE Transactions on Cybernetics 2022

Multi-Use Trust in Crowdsourced IoT Services IEEE Transactions on Services Computing (TSC) 2022

OL-MEDC: An Online Approach for Cost-effective Data Caching in Mobile Edge Computing Systems IEEE Transactions on Mobile Computing 2021

Reputation Bootstrapping for Composite Services using CP-nets IEEE Transactions on Services Computing (TSC) (2021)

Drone-as-a-Service Composition Under Uncertainty IEEE Transactions on Services Computing (TSC) (2021)

A Deep Reinforcement Learning Approach for Composing Moving IoT Services IEEE Transactions on Services Computing (TSC) (2021)

Sequential Learning-based IaaS Composition ACM Transactions on the Web (TWEB) (2021)

Layer-based Composite Reputation Bootstrapping ACM Transactions on Internet Technology (TOIT) (2021)

An Internet of Things Service Roadmap Communications of the ACM (CACM) (2021)

Multi-Perspective Trust Management Framework for Crowdsourced IoT Services IEEE Transactions on Services Computing (TSC) (2020)

Long-term IaaS Selection using Performance Discovery IEEE Transactions on Services Computing (TSC) (2020)

Privacy-Preserving QoS Forecasting in Mobile Edge Environments IEEE Transactions on Services Computing (TSC) (2020)

Resilient Composition of Drone Services for Delivery Future Generation Computer Systems (FGCS) (2020)

Web Application Resource Requirements Estimation based on the Workload Latent Features IEEE Transactions on Services Computing (TSC) (2019)

Composing Energy Services in a Crowdsourced IoT Environment IEEE Transactions on Services Computing (2020)

Economic model-driven cloud service composition ACM Transactions on Internet Technology (TOIT) (2014)

CCCloud: Context-aware and credible cloud service selection based on subjective assessment and objective assessment IEEE Transactions on Services Computing (TSC) (2015)

Efficient agglomerative hierarchical clustering Expert Systems with Applications (2015)

Privacy protection for wireless medical sensor data IEEE transactions on dependable and secure computing (TDSC) (2015)

Clustering big spatiotemporal-interval data IEEE Transactions on Big Data (TBD) (2016)

Preference recommendation for personalized search Knowledge-Based Systems (KBS) (2016)

Online reliability prediction via motifs-based dynamic Bayesian networks for service-oriented systems IEEE Transactions on Software Engineering (TSE) (2016)

Integrating reinforcement learning with multi-agent techniques for adaptive service composition ACM Transactions on Autonomous and Adaptive Systems (TAAS) (2017)

Social-Sensor Composition for Tapestry Scenes IEEE Transactions on Services Computing (TSC) (2020)

Privacy-Preserving QoS Forecasting in Mobile Edge Environments IEEE Transactions on Services Computing (TSC) (2020)

Long-Term QoS-Aware Cloud Service Composition Using Multivariate Time Series Analysis IEEE Transactions on Services Computing (TSC) (2016)

A service computing manifesto: the next 10 years Communications of the ACM (CACM) (2017)

A Deep Learning Spatiotemporal Prediction Framework for Mobile Crowdsourced Services Mobile Networks and Applications (2019)

Crowdsourced coverage as a service: two-level composition of sensor cloud services IEEE Transactions on Knowledge and Data Engineering (TKDE) (2017)

Metaheuristic optimization for long-term iaas service composition IEEE Transactions on Services Computing (TSC) (2016)

Incentive-Based Crowdsourcing of Hotspot Services ACM Transactions on Internet Technology (TOIT) (2019)