Dr Qinghua Lu

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Dr Qinghua Lu is a principal research scientist and the team leader of Software Engineering for AI team at Data61, CSIRO, Australia. She received her PhD from University of New South Wales in 2013. Her research interest includes software engineering for AI, responsible AI, software architecture, and blockchain. She has published 100+ academic papers in international journals and conferences. She is an IEEE senior member.

Phone

+61 2 9490 5855

E-mail

qinghua.lu@data61.csiro.au

Location

Level 5, 13 Garden Street, Eveleigh NSW 2015, Australia

Book Chapters | 2012

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

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 | 2023

2023, 'Homophily Learning-Based Federated Intelligence: A Case Study on Industrial IoT Equipment Failure Prediction', IEEE Internet of Things Journal, 10, pp. 7356 - 7365, http://dx.doi.org/10.1109/JIOT.2022.3228792

Journal articles | 2023

2023, 'Software Engineering for Responsible AI', Computer, 56, pp. 13 - 16, http://dx.doi.org/10.1109/MC.2023.3242055

Journal articles | 2023

2023, 'Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems', IEEE Internet of Things Journal, 10, pp. 3276 - 3284, http://dx.doi.org/10.1109/JIOT.2022.3144450

Journal articles | 2022

2022, 'A Trustworthy Safety Inspection Framework Using Performance-Security Balanced Blockchain', IEEE Internet of Things Journal, 9, pp. 8178 - 8190, http://dx.doi.org/10.1109/JIOT.2021.3121512

Journal articles | 2022

2022, 'A survey of data minimisation techniques in blockchain-based healthcare', Computer Networks, 205, pp. 108766 - 108766, http://dx.doi.org/10.1016/j.comnet.2022.108766

Journal articles | 2022

2022, 'Architectural patterns for the design of federated learning systems', Journal of Systems and Software, 191, pp. 111357 - 111357, http://dx.doi.org/10.1016/j.jss.2022.111357

Journal articles | 2022

2022, 'Blockchain applications in PLM towards smart manufacturing', International Journal of Advanced Manufacturing Technology, 118, pp. 2669 - 2683, http://dx.doi.org/10.1007/s00170-021-07802-z

Journal articles | 2022

2022, 'Defining blockchain governance principles: A comprehensive framework', Information Systems, 109, pp. 102090 - 102090, http://dx.doi.org/10.1016/j.is.2022.102090

Journal articles | 2022

2022, 'Federated Markov Logic Network for indoor activity recognition in Internet of Things', Knowledge-Based Systems, 253, http://dx.doi.org/10.1016/j.knosys.2022.109553

Journal articles | 2022

2022, 'Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm', IEEE Internet of Things Journal, 9, pp. 22071 - 22080, http://dx.doi.org/10.1109/JIOT.2021.3068158

Journal articles | 2021

2021, 'A Blockchain-Based Containerized Edge Computing Platform for the Internet of Vehicles', IEEE Internet of Things Journal, 8, pp. 2395 - 2408, http://dx.doi.org/10.1109/JIOT.2020.3027700

Journal articles | 2021

2021, 'A Systematic Literature Review on Federated Machine Learning: From a Sofware Engineering Perspective', ACM Computing Surveys, 54, pp. 1 - 39, http://dx.doi.org/10.1145/3450288

Journal articles | 2021

2021, 'A blockchain-based platform architecture for multimedia data management', Multimedia Tools and Applications, 80, pp. 30707 - 30723, http://dx.doi.org/10.1007/s11042-021-10558-z

Journal articles | 2021

2021, 'A lightweight blockchain-based iot identity management approach', Future Internet, 13, pp. 1 - 14, http://dx.doi.org/10.3390/fi13020024

Journal articles | 2021

2021, 'Artificial Intelligence Technologies for COVID-19-Like Epidemics: Methods and Challenges', IEEE Network, 35, pp. 27 - 33, http://dx.doi.org/10.1109/MNET.011.2000741

Journal articles | 2021

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

Journal articles | 2021

2021, 'Capability-based IoT access control using blockchain', Digital Communications and Networks, 7, pp. 463 - 469, http://dx.doi.org/10.1016/j.dcan.2020.10.004

Journal articles | 2021

2021, 'Developing Mobile Applications Via Model Driven Development: A Systematic Literature Review', Information and Software Technology, 140, http://dx.doi.org/10.1016/j.infsof.2021.106693

Journal articles | 2021

2021, 'Dynamic-Fusion-Based Federated Learning for COVID-19 Detection', IEEE Internet of Things Journal, 8, pp. 15884 - 15891, http://dx.doi.org/10.1109/JIOT.2021.3056185

Journal articles | 2021

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

Journal articles | 2021

2021, 'IoT-CCAC: a blockchain-based consortium capability access control approach for IoT', PeerJ Computer Science, 7, pp. 1 - 22, http://dx.doi.org/10.7717/PEERJ-CS.455

Journal articles | 2021

2021, 'Privacy-preserving design of smart products through federated learning', CIRP Annals, 70, pp. 103 - 106, http://dx.doi.org/10.1016/j.cirp.2021.04.022

Journal articles | 2020

2020, 'A Task Scheduling Strategy in Edge-Cloud Collaborative Scenario Based on Deadline', Scientific Programming, 2020, pp. 1 - 9, http://dx.doi.org/10.1155/2020/3967847

Journal articles | 2020

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

Journal articles | 2020

2020, 'Distributed ledger technology for ehealth identity privacy: State of the art and future perspective', Sensors (Switzerland), 20, http://dx.doi.org/10.3390/s20020483

Journal articles | 2019

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

Journal articles | 2019

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

Journal articles | 2019

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, 6, pp. 1386 - 1394, http://dx.doi.org/10.1109/TCSS.2019.2918467

Journal articles | 2019

2019, 'Blockchain Support for Collaborative Business Processes', Informatik-Spektrum, 42, pp. 182 - 190, http://dx.doi.org/10.1007/s00287-019-01178-x

Journal articles | 2019

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

Journal articles | 2018

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

Journal articles | 2018

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

Journal articles | 2018

2018, 'LSTM-Based Analysis of Industrial IoT Equipment', IEEE Access, 6, pp. 23551 - 23560, http://dx.doi.org/10.1109/ACCESS.2018.2825538

Journal articles | 2018

2018, 'Prediction of Sphingomonas protein coding regions based on 3-base periodicity analysis method', Current Proteomics, 15, pp. 151 - 158, http://dx.doi.org/10.2174/1570164614666171031152921

Journal articles | 2017

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

Journal articles | 2017

Lu Q; Xu X, 2017, 'Adaptable Blockchain-Based Systems: A Case Study for Product Traceability', IEEE Software, 34, pp. 21 - 27, http://dx.doi.org/10.1109/MS.2017.4121227

Journal articles | 2017

2017, 'Autonomic deployment decision making for big data analytics applications in the cloud', Soft Computing, 21, pp. 4501 - 4512, http://dx.doi.org/10.1007/s00500-015-1945-5

Journal articles | 2017

2017, 'Optimal experimental conditions for Welan gum production by support vector regression and adaptive genetic algorithm', PLoS ONE, 12, http://dx.doi.org/10.1371/journal.pone.0185942

Journal articles | 2017

2017, 'Optimization to the Phellinus experimental environment based on classification forecasting method', PLoS ONE, 12, http://dx.doi.org/10.1371/journal.pone.0185444

Journal articles | 2016

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

Journal articles | 2016

2016, 'A Load-Aware Pluggable Cloud Framework for Real-Time Video Processing', IEEE Transactions on Industrial Informatics, 12, pp. 2166 - 2176, http://dx.doi.org/10.1109/TII.2016.2560802

Journal articles | 2016

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

2016, 'A deep-intelligence framework for online video processing', IEEE Software, 33, pp. 44 - 51, http://dx.doi.org/10.1109/MS.2016.31

Journal articles | 2016

2016, 'A genetic algorithm-based job scheduling model for big data analytics', Eurasip Journal on Wireless Communications and Networking, 2016, http://dx.doi.org/10.1186/s13638-016-0651-z

Journal articles | 2016

2016, 'A survey on decision making for task migration in mobile cloud environments', Personal and Ubiquitous Computing, 20, pp. 295 - 309, http://dx.doi.org/10.1007/s00779-016-0915-y

Journal articles | 2016

2016, 'An operating system for real-time applications with java on TINI', International Journal of Simulation: Systems, Science and Technology, 17, pp. 7.1 - 7.9, http://dx.doi.org/10.5013/IJSSST.a.17.36.07

Journal articles | 2016

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

Journal articles | 2016

2016, 'Healthcare4VideoStorm: Making smart decisions based on storm metrics', Sensors (Switzerland), 16, http://dx.doi.org/10.3390/s16040588

Journal articles | 2016

2016, 'QoS4IVSaaS: a QoS management framework for intelligent video surveillance as a service', Personal and Ubiquitous Computing, 20, pp. 795 - 808, http://dx.doi.org/10.1007/s00779-016-0945-5

Journal articles | 2015

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

Journal articles | 2015

2015, 'A Deep Awareness Framework for Pervasive Video Cloud', IEEE Access, 3, pp. 2227 - 2237, http://dx.doi.org/10.1109/ACCESS.2015.2497278

Journal articles | 2015

2015, 'A genetic-algorithm-based approach for task migration in pervasive clouds', International Journal of Distributed Sensor Networks, 2015, http://dx.doi.org/10.1155/2015/463230

Journal articles | 2015

2015, 'A tail-tolerant cloud API wrapper', IEEE Software, PP, http://dx.doi.org/10.1109/MS.2015.22

Journal articles | 2015

2015, 'A unified business-driven cloud management framework', IEEE Transactions on Services Computing, PP, http://dx.doi.org/10.1109/TSC.2015.2428257

Journal articles | 2015

2015, 'A video cloud platform combing online and offline cloud computing technologies', Personal and Ubiquitous Computing, 19, pp. 1099 - 1110, http://dx.doi.org/10.1007/s00779-015-0879-3

Journal articles | 2015

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

Journal articles | 2014

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

Journal articles | 2014

2014, 'An OSGi-based flexible and adaptive pervasive cloud infrastructure', Science China Information Sciences, 57, pp. 1 - 11, http://dx.doi.org/10.1007/s11432-014-5070-3

Journal articles | 2014

2014, 'Software defect prediction using fuzzy integral fusion based on GA-FM', Wuhan University Journal of Natural Sciences, 19, pp. 405 - 408, http://dx.doi.org/10.1007/s11859-014-1032-2

Journal articles | 2013

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

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

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

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

Journal articles | 2013

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 | 2023

Liu Y; Lu Q; Yu G; Paik HY; Zhu L, 2023, 'A Pattern-Oriented Reference Architecture for Governance-Driven Blockchain Systems', in Proceedings - IEEE 20th International Conference on Software Architecture, ICSA 2023, IEEE, pp. 23 - 34, presented at 2023 IEEE 20th International Conference on Software Architecture (ICSA), 13 March 2023 - 17 March 2023, http://dx.doi.org/10.1109/ICSA56044.2023.00011

Conference Papers | 2022

Huang Q; Yuan Z; Xing Z; Xu X; Zhu L; Lu Q, 2022, 'Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code', in ACM International Conference Proceeding Series, ACM, presented at ASE '22: 37th IEEE/ACM International Conference on Automated Software Engineering, http://dx.doi.org/10.1145/3551349.3556912

Conference Papers | 2022

Su Y; Han Z; Xing Z; Xia X; Xu X; Zhu L; Lu Q, 2022, 'Constructing a System Knowledge Graph of User Tasks and Failures from Bug Reports to Support Soap Opera Testing', in ACM International Conference Proceeding Series, ACM, presented at ASE '22: 37th IEEE/ACM International Conference on Automated Software Engineering, http://dx.doi.org/10.1145/3551349.3556967

Conference Papers | 2022

Xu X; Wang C; Wang ZJ; Lu Q; Zhu L, 2022, 'Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems', in Proceedings - International Conference on Software Engineering, pp. 145 - 146, http://dx.doi.org/10.1109/ICSE-SEIP55303.2022.9794111

Conference Papers | 2022

2022, 'A Pattern Language for Blockchain Governance', in ACM International Conference Proceeding Series, ACM, presented at EuroPLop '22: 27th European Conference on Pattern Languages of Programs, http://dx.doi.org/10.1145/3551902.3564802

Conference Papers | 2022

2022, 'Carboncoin: Blockchain Tokenization of Carbon Emissions with ESG-based Reputation', in IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2022, IEEE, presented at 2022 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 02 May 2022 - 05 May 2022, http://dx.doi.org/10.1109/ICBC54727.2022.9805516

Conference Papers | 2022

2022, 'CredTrust: Credential Based Issuer Management for Trust in Self-Sovereign Identity', in Proceedings - 2022 IEEE International Conference on Blockchain, Blockchain 2022, IEEE COMPUTER SOC, FINLAND, Espoo, pp. 334 - 339, presented at 5th IEEE International Conference on Blockchain (Blockchain), FINLAND, Espoo, 22 August 2022 - 25 August 2022, http://dx.doi.org/10.1109/Blockchain55522.2022.00053

Conference Papers | 2022

2022, 'Dependency tracking for risk mitigation in machine learning (ML) systems', in Proceedings of the 44th International Conference on Software Engineering: Software Engineering in Practice, ACM, presented at ICSE '22: 44th International Conference on Software Engineering, http://dx.doi.org/10.1145/3510457.3513058

Conference Papers | 2022

2022, 'FedProto: Federated Prototype Learning across Heterogeneous Clients', in Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, pp. 8432 - 8440

Conference Papers | 2022

2022, 'Heterogeneous Vulnerability Report Traceability Recovery by Vulnerability Aspect Matching', in Proceedings - 2022 IEEE International Conference on Software Maintenance and Evolution, ICSME 2022, IEEE, pp. 175 - 186, presented at 2022 IEEE International Conference on Software Maintenance and Evolution (ICSME), 03 October 2022 - 07 October 2022, http://dx.doi.org/10.1109/ICSME55016.2022.00024

Conference Abstracts | 2022

2022, 'Message from the SAIP, NEMI, ECRF, Artifacts, Posters, Journal First, and Workshops Track Chairs', in 2022 IEEE 19th International Conference on Software Architecture Companion, ICSA-C 2022, pp. xii - xiv, http://dx.doi.org/10.1109/ICSA-C54293.2022.00005

Conference Papers | 2022

2022, 'Performance Modeling of Hyperledger Fabric 2.0', in ACM International Conference Proceeding Series, pp. 357 - 365, http://dx.doi.org/10.1145/3530019.3531341

Conference Papers | 2022

2022, 'Software engineering for Responsible AI: An empirical study and operationalised patterns', in Proceedings - International Conference on Software Engineering, IEEE, pp. 241 - 242, presented at 2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP), 22 May 2022 - 24 May 2022, http://dx.doi.org/10.1109/ICSE-SEIP55303.2022.9793864

Conference Papers | 2022

2022, 'Towards a Roadmap on Software Engineering for Responsible AI', in Proceedings - 1st International Conference on AI Engineering - Software Engineering for AI, CAIN 2022, pp. 101 - 112, http://dx.doi.org/10.1145/3522664.3528607

Conference Papers | 2021

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

2021, 'A federated parallel data platform for trustworthy AI', in Proceedings 2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence, DTPI 2021, pp. 344 - 347, http://dx.doi.org/10.1109/DTPI52967.2021.9540175

Conference Papers | 2021

2021, 'CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum', in Advances in Neural Information Processing Systems, pp. 10444 - 10456

Conference Papers | 2021

2021, 'Checking App Behavior against App Descriptions: What if There are No App Descriptions?', in IEEE International Conference on Program Comprehension, pp. 422 - 432, http://dx.doi.org/10.1109/ICPC52881.2021.00050

Conference Papers | 2021

2021, 'FLRA: A Reference Architecture for Federated Learning Systems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer International Publishing, pp. 83 - 98, http://dx.doi.org/10.1007/978-3-030-86044-8_6

Conference Papers | 2021

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 | 2021

2021, 'Patterns for Blockchain-Based Payment Applications', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3489449.3490006

Conference Papers | 2020

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

2020, 'Cooperative heterogeneous deep reinforcement learning', in Advances in Neural Information Processing Systems

Conference Papers | 2020

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

2020, 'Going deep: Graph convolutional ladder-shape networks', in AAAI 2020 - 34th AAAI Conference on Artificial Intelligence, pp. 2838 - 2845

Conference Papers | 2020

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

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 | 2020

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 | 2019

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

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

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 | 2019

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 | 2018

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

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

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

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 | 2018

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

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

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 | 2017

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

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

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 | 2016

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

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

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

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

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

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

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

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

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 | 2015

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

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 | 2015

2015, 'Runtime recovery actions selection for sporadic operations on cloud', in Proceedings - 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 | 2014

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

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

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

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

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

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

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

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

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

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 | 2013

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

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

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

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

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

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 | 2011

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 | 2010

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

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

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

Conference Papers | 2010

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

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