Conjoint Senior Lecturer

Dr Qinghua Lu

Engineering
Sch: Computer Science & Eng

Dr Qinghua Lu is a senior research scientist at Data61, CSIRO, Australia. She received her PhD from University of New South Wales in 2013. Her research interest includes architecture design of blockchain applications, blockchain for IoT, self-sovereign identity, IoT, reliability of cloud computing, and big data deployment. She has published 70+ academic papers in international journals and conferences. She is an IEEE senior member.

Phone
+61 2 9490 5855
Location
Level 5, 13 Garden Street, Eveleigh NSW 2015, Australia

Publications

  • Book Chapters | 2012
    Dr Qinghua Lu
    Lu Q; Xu X; Tosic V; Zhu L, 2012, 'Application of Business-Driven Decision Making to RESTful Business Processes', in Service-Oriented Computing, Springer Berlin Heidelberg, pp. 404 - 419, http://dx.doi.org/10.1007/978-3-642-34321-6_27
    Book Chapters | 2010
    Dr Qinghua Lu
    Tosic V; Karunaratne RP; Lu Q, 2010, 'Specification of Context for Management of Service-Oriented Systems with WS-Policy4MASC', in Leung H-F; Chiu DKW; Hung PCK (ed.), Service Intelligence and Service Science: Evolutionary Technologies and Challenges, Information Science Reference, Hershey, PA, USA, pp. 172 - 200, http://dx.doi.org/10.4018/978-1-61520-819-7.ch009
  • Journal articles | 2021
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1002/spe.2931
    Journal articles | 2021
    Dr Qinghua Lu
    Liu A; Yu Q; Xia B; Lu Q, 2021, 'Privacy-preserving design of smart products through federated learning', CIRP Annals, vol. 70, pp. 103 - 106, http://dx.doi.org/10.1016/j.cirp.2021.04.022
    Journal articles | 2021
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1145/3450288
    Journal articles | 2021
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/JIOT.2020.3032544
    Journal articles | 2021
    Dr Qinghua Lu
    Zhang P; Wang C; Jiang C; Kumar N; Lu Q, 2021, 'Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm', IEEE Internet of Things Journal, http://dx.doi.org/10.1109/JIOT.2021.3068158
    Journal articles | 2021
    Dr Qinghua Lu
    Zhang W; Zhou T; Lu Q; Wang X; Zhu C; Sun H; Wang Z; Lo SK; Wang FY, 2021, 'Dynamic Fusion-based Federated Learning for COVID-19 Detection', IEEE Internet of Things Journal, http://dx.doi.org/10.1109/JIOT.2021.3056185
    Journal articles | 2021
    Dr Qinghua Lu
    Bouras MA; Xia B; Abuassba AO; Ning H; Lu Q, 2021, 'IoT-CCAC: a blockchain-based consortium capability access control approach for IoT', PeerJ Computer Science, vol. 7, pp. 1 - 22, http://dx.doi.org/10.7717/PEERJ-CS.455
    Journal articles | 2021
    Dr Qinghua Lu
    Liu Y; Lu Q; Zhu C; Yu Q, 2021, 'A blockchain-based platform architecture for multimedia data management', Multimedia Tools and Applications, http://dx.doi.org/10.1007/s11042-021-10558-z
    Journal articles | 2021
    Dr Qinghua Lu
    Cui L; Chen Z; Yang S; Ming Z; Li Q; Zhou Y; Chen S; Lu Q, 2021, 'A Blockchain-Based Containerized Edge Computing Platform for the Internet of Vehicles', IEEE Internet of Things Journal, vol. 8, pp. 2395 - 2408, http://dx.doi.org/10.1109/JIOT.2020.3027700
    Journal articles | 2021
    Dr Qinghua Lu
    Bouras MA; Lu Q; Dhelim S; Ning H, 2021, 'A lightweight blockchain-based iot identity management approach', Future Internet, vol. 13, pp. 1 - 14, http://dx.doi.org/10.3390/fi13020024
    Journal articles | 2020
    Dr Qinghua Lu
    Wang S; Li Y; Pang S; Lu Q; Wang S; Zhao J, 2020, 'A Task Scheduling Strategy in Edge-Cloud Collaborative Scenario Based on Deadline', Scientific Programming, vol. 2020, pp. 1 - 9, http://dx.doi.org/10.1155/2020/3967847
    Journal articles | 2020
    Dr Qinghua Lu
    Liu Y; Lu Q; Chen S; Qu Q; O'Connor H; Raymond Choo KK; Zhang H, 2020, 'Capability-based IoT access control using blockchain', Digital Communications and Networks, http://dx.doi.org/10.1016/j.dcan.2020.10.004
    Journal articles | 2020
    Dr Qinghua Lu
    Bouras MA; Lu Q; Zhang F; Wan Y; Zhang T; Ning H, 2020, 'Distributed ledger technology for ehealth identity privacy: State of the art and future perspective', Sensors (Switzerland), vol. 20, http://dx.doi.org/10.3390/s20020483
    Journal articles | 2020
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/MS.2020.2992783
    Journal articles | 2019
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1016/j.future.2018.10.010
    Journal articles | 2019
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1016/j.future.2019.05.051
    Journal articles | 2019
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/ACCESS.2019.2914675
    Journal articles | 2019
    Dr Qinghua Lu
    Di Ciccio C; Cecconi A; Dumas M; García-Bañuelos L; López-Pintado O; Lu Q; Mendling J; Ponomarev A; Binh Tran A; Weber I, 2019, 'Blockchain Support for Collaborative Business Processes', Informatik-Spektrum, vol. 42, pp. 182 - 190, http://dx.doi.org/10.1007/s00287-019-01178-x
    Journal articles | 2019
    Dr Qinghua Lu
    Zhang Y; Xu X; Liu A; Lu Q; Xu L; Tao F, 2019, 'Blockchain-Based Trust Mechanism for IoT-Based Smart Manufacturing System', IEEE Transactions on Computational Social Systems, vol. 6, pp. 1386 - 1394, http://dx.doi.org/10.1109/TCSS.2019.2918467
    Journal articles | 2018
    Dr Qinghua Lu
    Wu D; Zhu L; Lu Q; Sakr S, 2018, 'HDM: A Composable Framework for Big Data Processing', IEEE TRANSACTIONS ON BIG DATA, vol. 4, pp. 150 - 163, http://dx.doi.org/10.1109/TBDATA.2017.2690906
    Journal articles | 2018
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/MCC.2018.022171668
    Journal articles | 2018
    Dr Qinghua Lu
    Li Z; Xia S; Liu X; Lu Q; Zhang W; Li HA; Zhu H, 2018, 'Prediction of Sphingomonas protein coding regions based on 3-base periodicity analysis method', Current Proteomics, vol. 15, pp. 151 - 158, http://dx.doi.org/10.2174/1570164614666171031152921
    Journal articles | 2018
    Dr Qinghua Lu
    Zhang W; Guo W; Liu X; Liu Y; Zhou J; Li B; Lu Q; Yang S, 2018, 'LSTM-Based Analysis of Industrial IoT Equipment', IEEE Access, vol. 6, pp. 23551 - 23560, http://dx.doi.org/10.1109/ACCESS.2018.2825538
    Journal articles | 2017
    Dr Qinghua Lu
    Lu Q; Xu X, 2017, 'Adaptable Blockchain-Based Systems: A Case Study for Product Traceability', IEEE Software, vol. 34, pp. 21 - 27, http://dx.doi.org/10.1109/MS.2017.4121227
    Journal articles | 2017
    Dr Qinghua Lu
    Lu Q; Li Z; Zhang W; Yang LT, 2017, 'Autonomic deployment decision making for big data analytics applications in the cloud', Soft Computing, vol. 21, pp. 4501 - 4512, http://dx.doi.org/10.1007/s00500-015-1945-5
    Journal articles | 2017
    Dr Qinghua Lu
    Li Z; Yuan X; Cui X; Liu X; Wang L; Zhang W; Lu Q; Zhu H, 2017, 'Optimal experimental conditions for Welan gum production by support vector regression and adaptive genetic algorithm', PLoS ONE, vol. 12, http://dx.doi.org/10.1371/journal.pone.0185942
    Journal articles | 2017
    Dr Qinghua Lu
    Li Z; Xin Y; Cui X; Liu X; Wang L; Zhang W; Lu Q; Zhu H, 2017, 'Optimization to the Phellinus experimental environment based on classification forecasting method', PLoS ONE, vol. 12, http://dx.doi.org/10.1371/journal.pone.0185444
    Journal articles | 2017
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1002/spe.2427
    Journal articles | 2016
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/TETC.2016.2520883
    Journal articles | 2016
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/MS.2016.35
    Journal articles | 2016
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/ms.2016.62
    Journal articles | 2016
    Dr Qinghua Lu
    Zhang W; Tan S; Xia F; Chen X; Li Z; Lu Q; Yang S, 2016, 'A survey on decision making for task migration in mobile cloud environments', Personal and Ubiquitous Computing, vol. 20, pp. 295 - 309, http://dx.doi.org/10.1007/s00779-016-0915-y
    Journal articles | 2016
    Dr Qinghua Lu
    Zhang W; Duan P; Gong W; Lu Q; Yang S, 2016, 'A Load-Aware Pluggable Cloud Framework for Real-Time Video Processing', IEEE Transactions on Industrial Informatics, vol. 12, pp. 2166 - 2176, http://dx.doi.org/10.1109/TII.2016.2560802
    Journal articles | 2016
    Dr Qinghua Lu
    Zhang W; Xu L; Li Z; Lu Q; Liu Y, 2016, 'A deep-intelligence framework for online video processing', IEEE Software, vol. 33, pp. 44 - 51, http://dx.doi.org/10.1109/MS.2016.31
    Journal articles | 2016
    Dr Qinghua Lu
    Lu Q; Li S; Zhang W; Zhang L, 2016, 'A genetic algorithm-based job scheduling model for big data analytics', Eurasip Journal on Wireless Communications and Networking, vol. 2016, http://dx.doi.org/10.1186/s13638-016-0651-z
    Journal articles | 2016
    Dr Qinghua Lu
    Lu Q; Li S; Zhang W, 2016, 'An operating system for real-time applications with java on TINI', International Journal of Simulation: Systems, Science and Technology, vol. 17, pp. 7.1 - 7.9, http://dx.doi.org/10.5013/IJSSST.a.17.36.07
    Journal articles | 2016
    Dr Qinghua Lu
    Zhang W; Duan P; Xie X; Xia F; Lu Q; Liu X; Zhou J, 2016, 'QoS4IVSaaS: a QoS management framework for intelligent video surveillance as a service', Personal and Ubiquitous Computing, vol. 20, pp. 795 - 808, http://dx.doi.org/10.1007/s00779-016-0945-5
    Journal articles | 2016
    Dr Qinghua Lu
    Zhang W; Duan P; Chen X; Lu Q, 2016, 'Healthcare4VideoStorm: Making smart decisions based on storm metrics', Sensors (Switzerland), vol. 16, http://dx.doi.org/10.3390/s16040588
    Journal articles | 2015
    Dr Qinghua Lu
    Zhang W; Tan S; Lu Q; Liu X; Gong W, 2015, 'A genetic-algorithm-based approach for task migration in pervasive clouds', International Journal of Distributed Sensor Networks, vol. 2015, http://dx.doi.org/10.1155/2015/463230
    Journal articles | 2015
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/ACCESS.2015.2490085
    Journal articles | 2015
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/TSC.2015.2428257
    Journal articles | 2015
    Dr Qinghua Lu
    Zhang W; Xu L; Duan P; Gong W; Lu Q; Yang S, 2015, 'A video cloud platform combing online and offline cloud computing technologies', Personal and Ubiquitous Computing, vol. 19, pp. 1099 - 1110, http://dx.doi.org/10.1007/s00779-015-0879-3
    Journal articles | 2015
    Dr Qinghua Lu
    Zhang W; Duan P; Li Z; Lu Q; Gong W; Yang S, 2015, 'A Deep Awareness Framework for Pervasive Video Cloud', IEEE Access, vol. 3, pp. 2227 - 2237, http://dx.doi.org/10.1109/ACCESS.2015.2497278
    Journal articles | 2015
    Dr Qinghua Lu
    Lu Q; Xu X; Bass L; Zhu L; Zhang W, 2015, 'A tail-tolerant cloud API wrapper', IEEE Software, vol. PP, http://dx.doi.org/10.1109/MS.2015.22
    Journal articles | 2015
    Dr Qinghua Lu
    Lu Q; Xu X; Bass L; Zhu L; Zhang W, 2015, 'A tail-tolerant cloud API wrapper', IEEE Software, vol. 32, pp. 76 - 82, http://dx.doi.org/10.1109/MS.2015.2
    Journal articles | 2014
    Dr Qinghua Lu
    Li K; Chen C; Liu W; Fang X; Lu Q, 2014, 'Software defect prediction using fuzzy integral fusion based on GA-FM', Wuhan University Journal of Natural Sciences, vol. 19, pp. 405 - 408, http://dx.doi.org/10.1007/s11859-014-1032-2
    Journal articles | 2014
    Dr Qinghua Lu
    Zhang WS; Chen LC; Liu X; Lu QH; Zhang PY; Yang S, 2014, 'An OSGi-based flexible and adaptive pervasive cloud infrastructure', Science China Information Sciences, vol. 57, pp. 1 - 11, http://dx.doi.org/10.1007/s11432-014-5070-3
    Journal articles | 2014
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1016/j.datak.2014.08.001
    Journal articles | 2013
    Dr Qinghua Lu
    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
    Journal articles | 2013
    Dr Qinghua Lu
    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
    Journal articles | 2013
    Dr Qinghua Lu
    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
    Journal articles | 2013
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1007/978-3-642-37804-1_50
    Journal articles | 2013
    Dr Qinghua Lu
    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, http://dx.doi.org/10.1109/DSN.2013.6575337
  • Conference Papers | 2021
    Dr Qinghua Lu
    Xu X; Dilum Bandara HMN; Lu Q; Weber I; Bass L; Zhu L, 2021, 'A Decision Model for Choosing Patterns in Blockchain-Based Applications', in Proceedings - IEEE 18th International Conference on Software Architecture, ICSA 2021, IEEE, pp. 47 - 57, presented at 2021 IEEE 18th International Conference on Software Architecture (ICSA), 22 March 2021 - 26 March 2021, http://dx.doi.org/10.1109/ICSA51549.2021.00013
    Conference Papers | 2021
    Dr Qinghua Lu
    Shamsujjoha M; Grundy J; Li L; Khalajzadeh H; Lu Q, 2021, 'Human-Centric Issues in eHealth App Development and Usage: A Preliminary Assessment', in Proceedings - 2021 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2021, IEEE, pp. 506 - 510, presented at 2021 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), 09 March 2021 - 12 March 2021, http://dx.doi.org/10.1109/SANER50967.2021.00055
    Conference Papers | 2020
    Dr Qinghua Lu
    Liu Y; Lu Q; Paik HY; Xu X, 2020, 'Design Patterns for Blockchain-based Self-Sovereign Identity', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3424771.3424802
    Conference Papers | 2020
    Dr Qinghua Lu
    Choudhury S; Lu Q; Feng J, 2020, 'Message from the Program Chairs DependSys 2020', in Proceedings - 2020 IEEE 6th International Conference on Dependability in Sensor, Cloud and Big Data Systems and Application, DependSys 2020, pp. IX, http://dx.doi.org/10.1109/DependSys51298.2020.00006
    Conference Papers | 2020
    Dr Qinghua Lu
    Zheng H; Wei P; Jiang J; Long G; Lu Q; Zhang C, 2020, 'Cooperative heterogeneous deep reinforcement learning', in Advances in Neural Information Processing Systems
    Conference Papers | 2020
    Dr Qinghua Lu
    Hu R; Pan S; Long G; Lu Q; Zhu L; Jiang J, 2020, 'Going deep: Graph convolutional ladder-shape networks', in AAAI 2020 - 34th AAAI Conference on Artificial Intelligence, pp. 2838 - 2845
    Conference Papers | 2020
    Dr Qinghua Lu
    Mukta R; Martens J; Paik HY; Lu Q; Kanhere SS, 2020, 'Blockchain-based verifiable credential sharing with selective disclosure', in Proceedings - 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020, pp. 959 - 966, http://dx.doi.org/10.1109/TrustCom50675.2020.00128
    Conference Papers | 2020
    Dr Qinghua Lu
    Xu X; Bandara HMND; Lu Q; Zhang D; Zhu L, 2020, 'Understanding and Handling Blockchain Uncertainties', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 108 - 124, http://dx.doi.org/10.1007/978-3-030-59638-5_8
    Conference Papers | 2020
    Dr Qinghua Lu
    Lu Q; Staples M; O'Connor H; Chen S; Guabtni A, 2020, 'Software Architecture for Blockchain-based Trade Certificate Systems', in IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2020, http://dx.doi.org/10.1109/ICBC48266.2020.9169390
    Conference Papers | 2019
    Dr Qinghua Lu
    Weber I; Lu Q; Tran AB; Deshmukh A; Gorski M; Strazds M, 2019, 'A platform architecture for multi-tenant blockchain-based systems', in Proceedings - 2019 IEEE International Conference on Software Architecture, ICSA 2019, pp. 101 - 110, http://dx.doi.org/10.1109/ICSA.2019.00019
    Conference Papers | 2019
    Dr Qinghua Lu
    Lo SK; Xu X; Wang C; Weber I; Rimba P; Lu Q; Staples M, 2019, 'Digital-Physical Parity for Food Fraud Detection', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 65 - 79, http://dx.doi.org/10.1007/978-3-030-23404-1_5
    Conference Papers | 2019
    Dr Qinghua Lu
    Li Z; Lu Q; Chen S; Liu Y; Xu X, 2019, 'A Landscape of Cryptocurrencies', in ICBC 2019 - IEEE International Conference on Blockchain and Cryptocurrency, pp. 165 - 166, http://dx.doi.org/10.1109/BLOC.2019.8751469
    Conference Papers | 2019
    Dr Qinghua Lu
    Lu Q; Xu X; Liu Y; Zhang W, 2019, 'Design pattern as a service for blockchain applications', in IEEE International Conference on Data Mining Workshops, ICDMW, pp. 128 - 135, http://dx.doi.org/10.1109/ICDMW.2018.00025
    Conference Papers | 2018
    Dr Qinghua Lu
    Lo SK; Xu X; Chiam YK; Lu Q, 2018, 'Evaluating Suitability of Applying Blockchain', in Proceedings of the IEEE International Conference on Engineering of Complex Computer Systems, ICECCS, pp. 158 - 161, http://dx.doi.org/10.1109/ICECCS.2017.26
    Conference Papers | 2018
    Dr Qinghua Lu
    Liu Y; Lu Q; Xu X; Zhu L; Yao H, 2018, 'Applying design patterns in smart contracts: A case study on a blockchain-based traceability application', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 92 - 106, http://dx.doi.org/10.1007/978-3-319-94478-4_7
    Conference Papers | 2018
    Dr Qinghua Lu
    Xu X; Pautasso C; Zhu L; Lu Q; Weber I, 2018, 'A pattern collection for blockchain-based applications', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3282308.3282312
    Conference Papers | 2018
    Dr Qinghua Lu
    Tran AB; Lu Q; Weber I, 2018, 'Lorikeet: A model-driven engineering tool for blockchain-based business process execution and asset management', in CEUR Workshop Proceedings, CEUR-WS.org, Sydney, Australia, pp. 56 - 60, presented at Dissertation Award, Demonstration, and Industrial Track at BPM 2018 co-located with 16th International Conference on Business Process Management (BPM 2018), Sydney, Australia, 09 September 2018 - 14 September 2018, http://ceur-ws.org/Vol-2196/BPM_2018_paper_12.pdf
    Conference Papers | 2018
    Dr Qinghua Lu
    Zhang W; Wang Z; Xu L; Zhao D; Gong F; Lu Q, 2018, 'An empirical study on big video data processing: Architectural styles, issues, and challenges', in Proceedings - 2016 International Conference on Identification, Information and Knowledge in the Internet of Things, IIKI 2016, pp. 110 - 115, http://dx.doi.org/10.1109/IIKI.2016.7
    Conference Papers | 2018
    Dr Qinghua Lu
    Zhang W; Li B; Zhao D; Gong F; Lu Q, 2018, 'Workload prediction for cloud cluster using a recurrent neural network', in Proceedings - 2016 International Conference on Identification, Information and Knowledge in the Internet of Things, IIKI 2016, pp. 104 - 109, http://dx.doi.org/10.1109/IIKI.2016.39
    Conference Papers | 2018
    Dr Qinghua Lu
    Zhang W; Lv H; Xu L; Liu Y; Liu X; Lu Q; Li Z; Zhou J, 2018, 'An Online-Offline Combined Big Data Mining Platform', in Proceedings - 2017 IEEE 15th International Conference on Dependable, Autonomic and Secure Computing, 2017 IEEE 15th International Conference on Pervasive Intelligence and Computing, 2017 IEEE 3rd International Conference on Big Data Intelligence and Computing and 2017 IEEE Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2017, pp. 1220 - 1225, http://dx.doi.org/10.1109/DASC-PICom-DataCom-CyberSciTec.2017.195
    Conference Papers | 2017
    Dr Qinghua Lu
    Li Z; Kihl M; Lu Q; Andersson JA, 2017, 'Performance overhead comparison between hypervisor and container based virtualization', in Proceedings - International Conference on Advanced Information Networking and Applications, AINA, pp. 955 - 962, http://dx.doi.org/10.1109/AINA.2017.79
    Conference Papers | 2017
    Dr Qinghua Lu
    Zhang W; Duan P; Yang LT; Xia F; Li Z; Lu Q; Gong W; Yang S, 2017, 'Resource requests prediction in the cloud computing environment with a deep belief network', in Software - Practice and Experience, pp. 473 - 488, http://dx.doi.org/10.1002/spe.2426
    Conference Papers | 2016
    Dr Qinghua Lu
    Yao L; Benatallah B; Wang X; Tran NK; Lu Q, 2016, 'Context as a service: Realizing internet of things-aware processes for the independent living of the elderly', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER INT PUBLISHING AG, Banff, CANADA, pp. 763 - 779, presented at 14th International Conference on Service-Oriented Computing (ICSOC), Banff, CANADA, 10 October 2016 - 13 October 2016, http://dx.doi.org/10.1007/978-3-319-46295-0_54
    Conference Papers | 2016
    Dr Qinghua Lu
    Zhang W; Wang N; Lu Q; Yang S, 2016, 'Experiences on a video management cloud based on hadoop', in Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, pp. 950 - 955, http://dx.doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.180
    Conference Papers | 2016
    Dr Qinghua Lu
    Zhang W; Zhao D; Gong W; Li Z; Lu Q; Yang S, 2016, 'Food image recognition with convolutional neural networks', in Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, pp. 690 - 693, http://dx.doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.139
    Conference Papers | 2016
    Dr Qinghua Lu
    Zhang W; Chen L; Gong W; Li Z; Lu Q; Yang S, 2016, 'An integrated approach for vehicle detection and type recognition', in Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, pp. 798 - 801, http://dx.doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.157
    Conference Papers | 2016
    Dr Qinghua Lu
    Zhang W; Meng X; Li Z; Lu Q; Tan S, 2016, 'Emotion recognition in speech using multi-classification SVM', in Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, pp. 1181 - 1186, http://dx.doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.215
    Conference Papers | 2016
    Dr Qinghua Lu
    Lu Q; Li S; Zhang W, 2016, 'Genetic Algorithm Based Job Scheduling for Big Data Analytics', in Proceedings - 2015 International Conference on Identification, Information, and Knowledge in the Internet of Things, IIKI 2015, pp. 33 - 38, http://dx.doi.org/10.1109/IIKI.2015.14
    Conference Papers | 2016
    Dr Qinghua Lu
    Li K; Fang X; Zhai J; Lu Q, 2016, 'An Imbalanced Data Classification Method Driven by Boundary Samples-Boundary-Boost', in Proceedings - 2016 3rd International Conference on Information Science and Control Engineering, ICISCE 2016, pp. 194 - 199, http://dx.doi.org/10.1109/ICISCE.2016.51
    Conference Papers | 2016
    Dr Qinghua Lu
    Zhang J; Sun H; Lu Q; Zhang A, 2016, 'Combining Attributes and Links: Finding Homepage for Entity Searching', in Proceedings - 2015 International Conference on Computational Intelligence and Communication Networks, CICN 2015, pp. 1386 - 1390, http://dx.doi.org/10.1109/CICN.2015.269
    Conference Papers | 2016
    Dr Qinghua Lu
    Zhang W; Duan P; Lu Q, 2016, 'Towards a Load-Aware Scheduling Framework for Realtime Video Cloud', in Proceedings - 2015 International Conference on Identification, Information, and Knowledge in the Internet of Things, IIKI 2015, pp. 1 - 6, http://dx.doi.org/10.1109/IIKI.2015.8
    Conference Papers | 2016
    Dr Qinghua Lu
    Lu Q; Zhu L; Zhang H; Wu D; Li Z; Xu X, 2016, 'MapReduce Job Optimization: A Mapping Study', in Proceedings - 2015 International Conference on Cloud Computing and Big Data, CCBD 2015, pp. 81 - 88, http://dx.doi.org/10.1109/CCBD.2015.33
    Conference Papers | 2015
    Dr Qinghua Lu
    Li S; Lu Q; Zhang W; Zhu L, 2015, 'A mapreduce cluster deployment optimization framework with geo-distributed data', in Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015, Beijing,China, pp. 943 - 949, presented at The 2015 Smart World Congress, Beijing,China, 10 August 2015 - 14 August 2015, http://dx.doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.179
    Conference Papers | 2015
    Dr Qinghua Lu
    Fu M; Zhu L; Sun D; Liu A; Bass L; Lu Q, 2015, 'Runtime Recovery Actions Selection for Sporadic Operations on Cloud', in 2015 24TH AUSTRALASIAN SOFTWARE ENGINEERING CONFERENCE (ASWEC 2015), IEEE, Adelaide, AUSTRALIA, pp. 185 - 194, presented at 24th Australasian Software Engineering Conference (ASWEC), Adelaide, AUSTRALIA, 28 September 2015 - 01 October 2015, http://dx.doi.org/10.1109/ASWEC.2015.33
    Conference Papers | 2015
    Dr Qinghua Lu
    Wu D; Sakr S; Zhu L; Lu Q, 2015, 'Composable and Efficient Functional Big Data Processing Framework', in Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015, pp. 279 - 286, presented at 2015 IEEE International Conference of Big Data, 29 October 2015 - 01 November 2015, http://dx.doi.org/10.1109/BigData.2015.7363765
    Conference Papers | 2014
    Dr Qinghua Lu
    Zhang W; Chen L; Lu Q; Zhang P; Yang S, 2014, 'Flexible component migration in an OSGi based pervasive cloud infrastructure', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 505 - 514, http://dx.doi.org/10.1007/978-3-319-06859-6_44
    Conference Papers | 2014
    Dr Qinghua Lu
    Zhang W; Xu L; Duan P; Gong W; Liu X; Lu Q, 2014, 'Towards a high speed video cloud based on batch processing integrated with fast processing', in Proceedings - 2014 International Conference on Identification, Information and Knowledge in the Internet of Things, IIKI 2014, pp. 28 - 33, http://dx.doi.org/10.1109/IIKI.2014.13
    Conference Papers | 2014
    Dr Qinghua Lu
    Zhang W; Duan P; Lu Q; Liu X, 2014, 'A Realtime Framework for Video Object Detection with Storm', in Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014, pp. 732 - 737, http://dx.doi.org/10.1109/UIC-ATC-ScalCom.2014.115
    Conference Papers | 2014
    Dr Qinghua Lu
    Li K; Zhang W; Lu Q; Fang X, 2014, 'An improved SMOTE imbalanced data classification method based on support degree', in Proceedings - 2014 International Conference on Identification, Information and Knowledge in the Internet of Things, IIKI 2014, pp. 34 - 38, http://dx.doi.org/10.1109/IIKI.2014.14
    Conference Papers | 2014
    Dr Qinghua Lu
    Lu Q; Zhu L; Xu X; Bass L; Li S; Zhang W; Wang N, 2014, 'Mechanisms and architectures for tail-tolerant system operations in cloud', in 6th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2014
    Conference Papers | 2014
    Dr Qinghua Lu
    Zhang Z; Meng X; Zhang P; Zhang W; Lu Q, 2014, 'Hybrid emotion recognition using semantic similarity', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 515 - 526, http://dx.doi.org/10.1007/978-3-319-06859-6_45
    Conference Papers | 2014
    Dr Qinghua Lu
    Zhang W; Tan S; Lu Q; Liu X, 2014, 'Towards a genetic algorithm based approach for task migrations', in Proceedings - 2014 International Conference on Identification, Information and Knowledge in the Internet of Things, IIKI 2014, pp. 182 - 187, http://dx.doi.org/10.1109/IIKI.2014.45
    Conference Papers | 2014
    Dr Qinghua Lu
    Zhang W; Wang W; Duan P; Liu X; Lu Q, 2014, 'Online multiperson tracking and counting with cloud computing', in Proceedings - 2014 International Conference on Identification, Information and Knowledge in the Internet of Things, IIKI 2014, pp. 72 - 75, http://dx.doi.org/10.1109/IIKI.2014.22
    Conference Papers | 2014
    Dr Qinghua Lu
    Lu Q; Zhu L; Xu X; Bass L; Li S; Zhang W; Wang N, 2014, 'Mechanisms and architectures for tail-tolerant system operations in cloud', in 6th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2014
    Conference Papers | 2014
    Dr Qinghua Lu
    Lu Q; Zhu L; Xu X; Bass L; Li S; Zhang W; Wang N, 2014, 'Mechanisms and architectures for tail-tolerant system operations in cloud', in 6th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2014
    Conference Papers | 2013
    Dr Qinghua Lu
    Zhang W; Meng X; Lu Q; Rao Y; Zhou J, 2013, 'A hybrid emotion recognition on android smart phones', in Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013, pp. 1313 - 1318, http://dx.doi.org/10.1109/GreenCom-iThings-CPSCom.2013.228
    Conference Papers | 2013
    Dr Qinghua Lu
    Zhang W; Chen L; Lu Q; Rao Y; Zhou J, 2013, 'Towards an OSGi based pervasive cloud infrastructure', in Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013, pp. 418 - 425, http://dx.doi.org/10.1109/GreenCom-iThings-CPSCom.2013.88
    Conference Papers | 2011
    Dr Qinghua Lu
    Lu Q; Tosic V, 2011, 'Support for Concurrent Adaptation of Multiple Web Service Compositions to Maximize Business Metrics', in Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, IEEE Press, Piscataway, NJ, USA, pp. 241 - 248, presented at 12th IFIP/IEEE International Symposium on Integrated Network Management, IM 2011, Dublin, Ireland, 23 May 2011 - 27 May 2011, http://dx.doi.org/10.1109/INM.2011.5990697
    Conference Papers | 2011
    Dr Qinghua Lu
    Lu Q; Tosic V; Jeffery R, 2011, 'Autonomic Business-Driven Decision Making for Adaptation of Web Service Compositions', in Proceedings - 2011 IEEE World Congress on Services, SERVICES 2011, IEEE Computer Society, Piscataway, NJ, pp. 73 - 76, presented at 2011 IEEE World Congress on Services, SERVICES 2011, Washington, DC, United states, 04 July 2011 - 09 July 2011, http://dx.doi.org/10.1109/SERVICES.2011.17
    Conference Papers | 2011
    Dr Qinghua Lu
    Lu Q; Tosic V, 2011, 'Using MiniZnMASC middleware with different algorithms for business-driven adaptation of business processes', in Proceedings - 2011 IEEE International Symposium on Policies for Distributed Systems and Networks, POLICY 2011, IEEE Computer Society, Piscataway, NJ, USA, pp. 188 - 190, presented at 2011 IEEE International Symposium on Policies for Distributed Systems and Networks, POLICY 2011, Pisa, Italy, 06 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/POLICY.2011.29
    Conference Papers | 2011
    Dr Qinghua Lu
    Tosic V; Bannerman P; Ebrahimi N; Lu Q, 2011, 'Extending WS-Policy4MASC language and MiniZnMASC middleware with BMM business motivation', in Proceedings of the 8th ACM International Conference on Autonomic Computing, ICAC 2011 and Co-located Workshops, ACM, New York, NY, USA, pp. 189 - 190, presented at 8th ACM International Conference on Autonomic Computing, ICAC 2011 and Co-located Workshops, Karlsruhe, Germany, 14 June 2011 - 18 June 2011, http://dx.doi.org/10.1145/1998582.1998622
    Conference Papers | 2011
    Dr Qinghua Lu
    Lu Q; Tosic V; Bannerman P, 2011, 'Support for the Business Motivation Model in the WS-Policy4MASC Language and MiniZnMASC Middleware', in Proceedings of 9th International Conference on Service-Oriented Computing, Springer, New York, pp. 265 - 279, presented at 9th International Conference on Service Oriented Computing, Paphos, Cyprus, 05 December 2011 - 08 December 2011, http://dx.doi.org/10.1007/978-3-642-25535-9_18
    Conference Papers | 2010
    Dr Qinghua Lu
    Lu Q; Xu X; Tosic V; Keung W; Zhu L, 2010, 'Integration of RESTfulBP with BDIM Decision Making', in Middleware'10 Posters and Demos Track, Middleware Posters'10, ACM, New York, NY, USA, pp. 5 - 8, presented at Middleware'10 Posters and Demos Track, Middleware Posters'10, Bangalore, India, 29 November 2010 - 03 December 2010, http://dx.doi.org/10.1145/1930028.1930030
    Conference Papers | 2010
    Dr Qinghua Lu
    Lu Q; Tosic V, 2010, 'MiniMASC: A framework for diverse autonomic adaptations of web service compositions', in Ubiquitous Intelligence & Computing and 7th International Conference on Autonomic & Trusted Computing (UIC/ATC), 2010 7th International Conference on, IEEE Computer Society, Los Alamitos, CA, USA, pp. 460 - 468, presented at 7th International Conference on Autonomic and Trusted Computing, Xian, China, 26 October 2010 - 29 October 2010, http://dx.doi.org/10.1109/UIC-ATC.2010.68
    Conference Papers | 2010
    Dr Qinghua Lu
    Lu Q; Tosic V, 2010, 'An Analysis of Patents from the Business-Driven IT Management Research Community', in Proceedings of 2010 IEEE/IFIP Network Operations and Management Symposium Workshops, IEEE, Osaka, Japan, pp. 149 - 156, presented at 5th IEEE/IFIP International Workshop on Business-driven IT Management, Osaka, Japan, 19 April 2010, http://dx.doi.org/10.1109/NOMSW.2010.5486586
    Conference Papers | 2010
    Dr Qinghua Lu
    Lu Q; Tosic V, 2010, 'MiniMASC+MiniZinc: An Autonomic Business-Driven Decision Making Middleware for Adaptations of Web Service Compositions', in Ubiquitous Intelligence & Computing and 7th International Conference on Autonomic & Trusted Computing (UIC/ATC), 2010 7th International Conference on, IEEE Computer Society, Los Alamitos, CA, USA, pp. 474 - 477, presented at 7th International Conference on Autonomic and Trusted Computing, Xian, China, 26 October 2010 - 29 October 2010, http://dx.doi.org/10.1109/UIC-ATC.2010.67

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