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Journal articles

Lo SK; Lu Q; Wang C; Paik HY; Zhu L, 2021, 'A Systematic Literature Review on Federated Machine Learning: From a Sofware Engineering Perspective', ACM Computing Surveys, vol. 54, pp. 1 - 39,

Lu Q; Binh Tran A; Weber I; O'Connor H; Rimba P; Xu X; Staples M; Zhu L; Jeffery R, 2021, 'Integrated model-driven engineering of blockchain applications for business processes and asset management', Software - Practice and Experience, vol. 51, pp. 1059 - 1079,

Hughes R; Zhu L; Bednarz T, 2021, 'Generative Adversarial Networks–Enabled Human–Artificial Intelligence Collaborative Applications for Creative and Design Industries: A Systematic Review of Current Approaches and Trends', Frontiers in Artificial Intelligence, vol. 4,

Zhang W; Lu Q; Yu Q; Li Z; Liu Y; Lo SK; Chen S; Xu X; Zhu L, 2021, 'Blockchain-based federated learning for device failure detection in industrial iot', IEEE Internet of Things Journal, vol. 8, pp. 5926 - 5937,

Dong M; Yao L; Wang X; Xu X; Zhu L, 2021, 'Adversarial dual autoencoders for trust-aware recommendation', Neural Computing and Applications,

Verma S; Wang C; Zhu L; Liu W, 2021, 'Attn-HybridNet: Improving Discriminability of Hybrid Features With Attention Fusion', IEEE Transactions on Cybernetics,

Shanmugarasa Y; Paik HY; Kanhere S; Zhu L, 2021, 'Automated Privacy Preferences for Smart Home Data Sharing Using Personal Data Stores', IEEE Security and Privacy,

Lu Q; Binh Tran A; Weber I; O'Connor H; Rimba P; Xu X; Staples M; Zhu L; Jeffery R, 2021, 'Featured Cover', Software: Practice and Experience, vol. 51,

Yang M; Chi Y; Mamaril K; Berry A; Shi X; Zhu L, 2020, 'Communication-based approach for promoting energy consumer switching: some evidence from ofgem⇔s database trials in the United Kingdom', Energies, vol. 13,

Liu Y; Lu Q; Paik HY; Xu X; Chen S; Zhu L, 2020, 'Design Pattern as a Service for Blockchain-Based Self-Sovereign Identity', IEEE Software, vol. 37, pp. 30 - 36,

Pautasso C; Zimmermann O; Zhu L; Bocek T; Larrucea X, 2020, 'Unchain or Block the Hype? : Decision Drivers, Success Factors, and Perspectives for Blockchain Adoption', IEEE Software, vol. 37, pp. 97 - 103,

Chen J; Chen C; Xing Z; Xia X; Zhu L; Grundy J; Wang J, 2020, 'Wireframe-based UI Design Search through Image Autoencoder', ACM Transactions on Software Engineering and Methodology, vol. 29,

Wu H; Wang C; Nock R; Wang W; Yin J; Lu K; Zhu L, 2020, 'SMINT: Toward interpretable and robust model sharing for deep neural networks', ACM Transactions on the Web, vol. 14,

Zhang S; Yao L; Wu B; Xu X; Zhang X; Zhu L, 2020, 'Unraveling Metric Vector Spaces with Factorization for Recommendation', IEEE Transactions on Industrial Informatics, vol. 16, pp. 732 - 742,

Avazpour I; Grundy J; Zhu L, 2019, 'Engineering complex data integration, harmonization and visualization systems', Journal of Industrial Information Integration, vol. 16,

Lu Q; Xu X; Liu Y; Weber I; Zhu L; Zhang W, 2019, 'uBaaS: A unified blockchain as a service platform', Future Generation Computer Systems, vol. 101, pp. 564 - 575,

Shahin M; Zahedi M; Babar MA; Zhu L, 2019, 'An empirical study of architecting for continuous delivery and deployment', Empirical Software Engineering, vol. 24, pp. 1061 - 1108,

Sun D; Li G; Zhang Y; Zhu L; Gaire R, 2019, 'Statistically managing cloud operations for latency-tail-tolerance in IoT-enabled smart cities', Journal of Parallel and Distributed Computing, vol. 127, pp. 184 - 195,

Xu X; Lu Q; Liu Y; Zhu L; Yao H; Vasilakos AV, 2019, 'Designing blockchain-based applications a case study for imported product traceability', Future Generation Computer Systems, vol. 92, pp. 399 - 406,

Cheng X; Zhu L; Zhao Z, 2019, 'Design and Implementation of Monitoring System for Extracurricular Physical Exercise Based on Energy Consumption Measurement', Journal of Advanced Computational Intelligence and Intelligent Informatics, vol. 23, pp. 146 - 152,

Lo SK; Liu Y; Chia SY; Xu X; Lu Q; Zhu L; Ning H, 2019, 'Analysis of Blockchain Solutions for IoT: A Systematic Literature Review', IEEE Access, vol. 7, pp. 58822 - 58835,

Sun D; Fekete A; Gramoli V; Li G; Xu X; Zhu L, 2018, 'R2C: Robust Rolling-Upgrade in Clouds', IEEE Transactions on Dependable and Secure Computing, vol. 15, pp. 811 - 823,

Yu B; Wright J; Nepal S; Zhu L; Liu J; Ranjan R, 2018, 'Trust chain: Establishing trust in the iot-based applications ecosystem using blockchain', IEEE Cloud Computing, vol. 5, pp. 12 - 23,

Wu H; Wang C; Fu Y; Sakr S; Lu K; Zhu L, 2018, 'A differentiated caching mechanism to enable primary storage deduplication in clouds', IEEE Transactions on Parallel and Distributed Systems, vol. 29, pp. 1202 - 1216,

Li Z; Lu Q; Zhu L; Xu X; Liu Y; Zhang W, 2018, 'An Empirical Study of Cloud API Issues', IEEE Cloud Computing, vol. 5, pp. 58 - 72,

Mendling J; Weber I; Van Der Aalst W; Brocke JV; Cabanillas C; Daniel F; Debois S; Di Ciccio C; Dumas M; Dustdar S; Gal A; García-Bañuelos L; Governatori G; Hull R; La Rosa M; Leopold H; Leymann F; Recker J; Reichert M; Reijers HA; Rinderlema S; Solti A; Rosemann M; Schulte S; Singh MP; Slaats T; Staples M; Weber B; Weidlich M; Weske M; Xu X; Zhu L, 2018, 'Blockchains for business process management - Challenges and opportunities', ACM Transactions on Management Information Systems, vol. 9,

Chen J; He Q; Ye D; Chen W; Xiang Y; Chiew K; Zhu L, 2017, 'Joint affinity aware grouping and virtual machine placement', Microprocessors and Microsystems, vol. 52, pp. 365 - 380,

Fu M; Zhu L; Sun D; Liu A; Bass L; Lu Q, 2017, 'Runtime recovery actions selection for sporadic operations on public cloud', Software - Practice and Experience, vol. 47, pp. 223 - 248,

Shahin M; Ali Babar M; Zhu L, 2017, 'Continuous Integration, Delivery and Deployment: A Systematic Review on Approaches, Tools, Challenges and Practices', IEEE Access, vol. 5, pp. 3909 - 3943,

Weber I; Nepal S; Zhu L, 2016, 'Developing Dependable and Secure Cloud Applications', IEEE Internet Computing, vol. 20, pp. 74 - 79,

Zhu L; Bass L; Champlin-Scharff G, 2016, 'DevOps and Its Practices', IEEE Software, vol. 33, pp. 32 - 34,

Sun D; Fu M; Zhu L; Li G; Lu Q, 2016, 'Non-Intrusive Anomaly Detection with Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS', IEEE Transactions on Emerging Topics in Computing, vol. 4, pp. 278 - 289,

Wu D; Zhu L; Xu X; Sakr S; Sun D; Lu Q, 2016, 'Building pipelines for heterogeneous execution environments for big data processing', IEEE Software, vol. 33, pp. 60 - 67,

Wu D; Zhu L; Xu X; Sakr S; Lu Q; Sun D, 2016, 'A Pipeline Framework for Heterogeneous Execution Environment of Big Data Processing', IEEE Software, pp. 1 - 1,

Chen J; Xu X; Osterweil LJ; Zhu L; Brun Y; Bass L; Xiao J; Li M; Wang Q, 2015, 'Using simulation to evaluate error detection strategies: A case study of cloud-based deployment processes', Journal of Systems and Software, vol. 110, pp. 205 - 221,

Zhu L; Xu D; Tran AB; Xu X; Bass L; Weber I; Dwarakanathan S, 2015, 'Achieving reliable high-frequency releases in cloud environments', IEEE Software, vol. 32, pp. 73 - 80,

Lu Q; Xu X; Bass L; Zhu L; Zhang W, 2015, 'A tail-tolerant cloud API wrapper', IEEE Software, vol. 32, pp. 76 - 82,

Lu Q; Xu X; Bass L; Zhu L; Zhang W, 2015, 'A tail-tolerant cloud API wrapper', IEEE Software, vol. PP,

Lu Q; Zhu L; Xu X; Tosic V; Chauhan D; Zhang W; Sun D, 2015, 'A unified business-driven cloud management framework', IEEE Transactions on Services Computing, vol. PP,

Lu Q; Li Z; Kihl M; Zhu L; Zhang W, 2015, 'CF4BDA: A Conceptual Framework for Big Data Analytics Applications in the Cloud', IEEE Access, vol. 3, pp. 1944 - 1952,

Xu X; Ye X; Zhu L; Lu Q, 2014, 'Role network model-based support for RESTful business processes', Data and Knowledge Engineering, vol. 94, pp. 38 - 64,

Zhang H; Li J; Zhu L; Jeffery R; Liu Y; Wang Q; Li M, 2014, 'Investigating dependencies in software requirements for change propagation analysis', Information and Software Technology, vol. 56, pp. 40 - 53,

Xu X; Weber I; Zhu L; Liu Y; Rimba P; Lu Q, 2013, 'BPMashup: Dynamic execution of RESTful processes', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7759 LNCS, pp. 447 - 450,

Li JZ; Lu Q; Zhu L; Bass L; Xu X; Sakr S; Bannerman PL; Liu A, 2013, 'Improving availability of cloud-based applications through deployment choices', IEEE International Conference on Cloud Computing, CLOUD, pp. 43 - 50,

Lu Q; Xu X; Zhu L; Bass L; Li Z; Sakr S; Bannerman PL; Liu A, 2013, 'Incorporating uncertainty into in-cloud application deployment decisions for availability', IEEE International Conference on Cloud Computing, CLOUD, pp. 454 - 461,

Xu X; Zhu L; Li J; Bass L; Lu Q; Fu M, 2013, 'Modeling and analysing operation processes for dependability', Proceedings of the International Conference on Dependable Systems and Networks,

Chiam YK; Staples M; Ye X; Zhu L, 2013, 'Applying a selection method to choose Quality Attribute Techniques', Information and Software Technology, vol. 55, pp. 1419 - 1436,

Lu Q; Zhu L; Bass L; Xu X; Li Z; Wada H, 2013, 'Cloud API issues: An empirical study and impact', QoSA 2013 - Proceedings of the 9th International ACM Sigsoft Conference on the Quality of Software Architectures, pp. 23 - 32,

Xu X; Weber I; Bass L; Zhu L; Wada H; Teng F, 2013, 'Detecting cloud provisioning errors using an annotated process model', Proceedings of the 8th Workshop on Middleware for Next Generation Internet Computing, MW4NG 2013 - Co-located with the 14th ACM/IFIP/USENIX International Middleware Conference, Middleware 2013,

Bass L; Jeffery R; Wada H; Weber I; Zhu L, 2013, 'Eliciting operations requirements for applications', 2013 1st International Workshop on Release Engineering, RELENG 2013 - Proceedings, pp. 5 - 8,

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