By Dr Liming Zhu

Journal articles

Verma S; Wang C; Zhu L; Liu W, 2022, 'Attn-Hybrid Net: Improving Discriminability of Hybrid Features with Attention Fusion', IEEE Transactions on Cybernetics, 52, pp. 6567 - 6578, http://dx.doi.org/10.1109/TCYB.2021.3060176

Lo SK; Lu Q; Wang C; Paik HY; Zhu L, 2022, 'A Systematic Literature Review on Federated Machine Learning: From a Sofware Engineering Perspective', ACM Computing Surveys, 54, http://dx.doi.org/10.1145/3450288

Shanmugarasa Y; Paik HY; Kanhere SS; Zhu L, 2022, 'Automated Privacy Preferences for Smart Home Data Sharing Using Personal Data Stores', IEEE Security and Privacy, 20, pp. 12 - 22, http://dx.doi.org/10.1109/MSEC.2021.3106056

Shaw M; Zhu L, 2022, 'Can Software Engineering Harness the Benefits of Advanced AI?', IEEE Software, 39, pp. 99 - 104, http://dx.doi.org/10.1109/MS.2022.3203200

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, 51, pp. 1059 - 1079, http://dx.doi.org/10.1002/spe.2931

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, 4, pp. 604234, http://dx.doi.org/10.3389/frai.2021.604234

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, 8, pp. 5926 - 5937, http://dx.doi.org/10.1109/JIOT.2020.3032544

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, 51, http://dx.doi.org/10.1002/spe.2975

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, 13, http://dx.doi.org/10.3390/EN13195179

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, 37, pp. 30 - 36, http://dx.doi.org/10.1109/MS.2020.2992783

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, 37, pp. 97 - 103, http://dx.doi.org/10.1109/MS.2020.2999989

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, 29, http://dx.doi.org/10.1145/3391613

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, 14, http://dx.doi.org/10.1145/3381833

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, 16, pp. 732 - 742, http://dx.doi.org/10.1109/TII.2019.2947112

Avazpour I; Grundy J; Zhu L, 2019, 'Engineering complex data integration, harmonization and visualization systems', Journal of Industrial Information Integration, 16, http://dx.doi.org/10.1016/j.jii.2019.08.001

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, 101, pp. 564 - 575, http://dx.doi.org/10.1016/j.future.2019.05.051

Shahin M; Zahedi M; Babar MA; Zhu L, 2019, 'An empirical study of architecting for continuous delivery and deployment', Empirical Software Engineering, 24, pp. 1061 - 1108, http://dx.doi.org/10.1007/s10664-018-9651-4

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, 127, pp. 184 - 195, http://dx.doi.org/10.1016/j.jpdc.2018.02.016

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, 92, pp. 399 - 406, http://dx.doi.org/10.1016/j.future.2018.10.010

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, 7, pp. 58822 - 58835, http://dx.doi.org/10.1109/ACCESS.2019.2914675

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, 23, pp. 146 - 152, http://dx.doi.org/10.20965/jaciii.2019.p0146

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, 15, pp. 811 - 823, http://dx.doi.org/10.1109/TDSC.2016.2615919

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, 5, pp. 12 - 23, http://dx.doi.org/10.1109/MCC.2018.043221010

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, 29, pp. 1202 - 1216, http://dx.doi.org/10.1109/TPDS.2018.2790946

Wu D; Zhu L; Lu Q; Sakr S, 2018, 'HDM: A Composable Framework for Big Data Processing', IEEE Transactions on Big Data, 4, pp. 150 - 163, http://dx.doi.org/10.1109/tbdata.2017.2690906

Li Z; Lu Q; Zhu L; Xu X; Liu Y; Zhang W, 2018, 'An Empirical Study of Cloud API Issues', IEEE Cloud Computing, 5, pp. 58 - 72, http://dx.doi.org/10.1109/MCC.2018.022171668

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, 9, http://dx.doi.org/10.1145/3183367

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, 52, pp. 365 - 380, http://dx.doi.org/10.1016/j.micpro.2016.12.006

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, 47, pp. 223 - 248, http://dx.doi.org/10.1002/spe.2427

Shahin M; Ali Babar M; Zhu L, 2017, 'Continuous Integration, Delivery and Deployment: A Systematic Review on Approaches, Tools, Challenges and Practices', IEEE Access, 5, pp. 3909 - 3943, http://dx.doi.org/10.1109/ACCESS.2017.2685629

Weber I; Nepal S; Zhu L, 2016, 'Developing Dependable and Secure Cloud Applications', IEEE Internet Computing, 20, pp. 74 - 79, http://dx.doi.org/10.1109/MIC.2016.67

Zhu L; Bass L; Champlin-Scharff G, 2016, 'DevOps and Its Practices', IEEE Software, 33, pp. 32 - 34, http://dx.doi.org/10.1109/MS.2016.81

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, 4, pp. 278 - 289, http://dx.doi.org/10.1109/TETC.2016.2520883

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, 33, pp. 60 - 67, http://dx.doi.org/10.1109/MS.2016.35

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, pp. 1 - 1, http://dx.doi.org/10.1109/ms.2016.62

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, 110, pp. 205 - 221, http://dx.doi.org/10.1016/j.jss.2015.08.043

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, 32, pp. 73 - 80, http://dx.doi.org/10.1109/MS.2015.23

Lu Q; Xu X; Bass L; Zhu L; Zhang W, 2015, 'A tail-tolerant cloud API wrapper', IEEE Software, 32, pp. 76 - 82, http://dx.doi.org/10.1109/MS.2015.2

Lu Q; Xu X; Bass L; Zhu L; Zhang W, 2015, 'A tail-tolerant cloud API wrapper', IEEE Software, PP, http://dx.doi.org/10.1109/MS.2015.22

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, PP, http://dx.doi.org/10.1109/TSC.2015.2428257

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, 3, pp. 1944 - 1952, http://dx.doi.org/10.1109/ACCESS.2015.2490085

Xu X; Ye X; Zhu L; Lu Q, 2014, 'Role network model-based support for RESTful business processes', Data and Knowledge Engineering, 94, pp. 38 - 64, http://dx.doi.org/10.1016/j.datak.2014.08.001

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, 56, pp. 40 - 53, http://dx.doi.org/10.1016/j.infsof.2013.07.001

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, http://dx.doi.org/10.1109/CLOUD.2013.83

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, http://dx.doi.org/10.1109/CLOUD.2013.87

Chiam YK; Staples M; Ye X; Zhu L, 2013, 'Applying a selection method to choose Quality Attribute Techniques', Information and Software Technology, 55, pp. 1419 - 1436, http://dx.doi.org/10.1016/j.infsof.2013.02.001

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, http://dx.doi.org/10.1145/2465478.2465481

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, 7759 LNCS, pp. 447 - 450, http://dx.doi.org/10.1007/978-3-642-37804-1_50

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, http://dx.doi.org/10.1145/2541608.2541613

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, http://dx.doi.org/10.1109/RELENG.2013.6607688

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