Qinghua Lu

Affiliations:
  • CSIRO, Data61, Sydney, NSW, Australia
  • China University of Petroleum, Department of Software Engineering, Qingdao, China (former)
  • NICTA, Software Systems Research Group, Sydney, NSW, Australia (former)
  • University of New South Wales, School of Computer Science and Engineering, Sydney, NSW, Australia (PhD 2013)


According to our database1, Qinghua Lu authored at least 124 papers between 2010 and 2022.

Collaborative distances:

Timeline

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Bibliography

2022
Towards Operationalising Responsible AI: An Empirical Study.
CoRR, 2022

A Decision Model for Federated Learning Architecture Pattern Selection.
CoRR, 2022

Towards a Roadmap on Software Engineering for Responsible AI.
CoRR, 2022

Responsible-AI-by-Design: a Pattern Collection for Designing Responsible AI Systems.
CoRR, 2022

A Pattern Collection for Blockchain Governance.
CoRR, 2022

Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm.
CoRR, 2022

A survey of data minimisation techniques in blockchain-based healthcare.
Comput. Networks, 2022

2021
Guest Editorial: Federated Learning for Industrial IoT in Industry 4.0.
IEEE Trans. Ind. Informatics, 2021

Integrated model-driven engineering of blockchain applications for business processes and asset management.
Softw. Pract. Exp., 2021

Featured Cover.
Softw. Pract. Exp., 2021

IoT-CCAC: a blockchain-based consortium capability access control approach for IoT.
PeerJ Comput. Sci., 2021

Artificial Intelligence Technologies for COVID-19-Like Epidemics: Methods and Challenges.
IEEE Netw., 2021

A blockchain-based platform architecture for multimedia data management.
Multim. Tools Appl., 2021

Dynamic-Fusion-Based Federated Learning for COVID-19 Detection.
IEEE Internet Things J., 2021

Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT.
IEEE Internet Things J., 2021

A Blockchain-Based Containerized Edge Computing Platform for the Internet of Vehicles.
IEEE Internet Things J., 2021

Developing Mobile Applications Via Model Driven Development: A Systematic Literature Review.
Inf. Softw. Technol., 2021

A Lightweight Blockchain-Based IoT Identity Management Approach.
Future Internet, 2021

A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective.
ACM Comput. Surv., 2021

Feature-context driven Federated Meta-Learning for Rare Disease Prediction.
CoRR, 2021

AI Ethics Principles in Practice: Perspectives of Designers and Developers.
CoRR, 2021

Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns.
CoRR, 2021

Defining Blockchain Governance Principles: A Comprehensive Framework.
CoRR, 2021

Blockchain-based Trustworthy Federated Learning Architecture.
CoRR, 2021

AI and Ethics - Operationalising Responsible AI.
CoRR, 2021

A Systematic Literature Review on Blockchain Governance.
CoRR, 2021

A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things.
CoRR, 2021

Design Patterns for Blockchain-Based Payment Applications.
CoRR, 2021

Architectural Patterns for the Design of Federated Learning Systems.
CoRR, 2021

Human-Centric Issues in eHealth App Development and Usage: A Preliminary Assessment.
Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Checking App Behavior Against App Descriptions: What If There are No App Descriptions?
Proceedings of the 29th IEEE/ACM International Conference on Program Comprehension, 2021

A Decision Model for Choosing Patterns in Blockchain-Based Applications.
Proceedings of the 18th IEEE International Conference on Software Architecture, 2021

Patterns for Blockchain-Based Payment Applications.
Proceedings of the EuroPLoP'21: European Conference on Pattern Languages of Programs 2021, Graz, Austria, July 7, 2021

FLRA: A Reference Architecture for Federated Learning Systems.
Proceedings of the Software Architecture - 15th European Conference, 2021

2020
A Task Scheduling Strategy in Edge-Cloud Collaborative Scenario Based on Deadline.
Sci. Program., 2020

Design Pattern as a Service for Blockchain-Based Self-Sovereign Identity.
IEEE Softw., 2020

Distributed Ledger Technology for eHealth Identity Privacy: State of The Art and Future Perspective.
Sensors, 2020

Blockchain-based Federated Learning for Failure Detection in Industrial IoT.
CoRR, 2020

Blockchain-based Verifiable Credential Sharing with Selective Disclosure.
Proceedings of the 19th IEEE International Conference on Trust, 2020

Cooperative Heterogeneous Deep Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Software Architecture for Blockchain-based Trade Certificate Systems.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2020

Understanding and Handling Blockchain Uncertainties.
Proceedings of the Blockchain - ICBC 2020, 2020

Design Patterns for Blockchain-based Self-Sovereign Identity.
Proceedings of the EuroPLoP '20: European Conference on Pattern Languages of Programs 2020, 2020

Going Deep: Graph Convolutional Ladder-Shape Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Blockchain-Based Trust Mechanism for IoT-Based Smart Manufacturing System.
IEEE Trans. Comput. Soc. Syst., 2019

Blockchain Support for Collaborative Business Processes.
Inform. Spektrum, 2019

Designing blockchain-based applications a case study for imported product traceability.
Future Gener. Comput. Syst., 2019

uBaaS: A unified blockchain as a service platform.
Future Gener. Comput. Syst., 2019

Analysis of Blockchain Solutions for IoT: A Systematic Literature Review.
IEEE Access, 2019

A Platform Architecture for Multi-Tenant Blockchain-Based Systems.
Proceedings of the IEEE International Conference on Software Architecture, 2019

A Landscape of Cryptocurrencies.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2019

Digital-Physical Parity for Food Fraud Detection.
Proceedings of the Blockchain - ICBC 2019, 2019

2018
HDM: A Composable Framework for Big Data Processing.
IEEE Trans. Big Data, 2018

An Empirical Study of Cloud API Issues.
IEEE Cloud Comput., 2018

LSTM-Based Analysis of Industrial IoT Equipment.
IEEE Access, 2018

Design Pattern as a Service for Blockchain Applications.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Applying Design Patterns in Smart Contracts - A Case Study on a Blockchain-Based Traceability Application.
Proceedings of the Blockchain - ICBC 2018, 2018

A Pattern Collection for Blockchain-based Applications.
Proceedings of the 23rd European Conference on Pattern Languages of Programs, 2018

Lorikeet: A Model-Driven Engineering Tool for Blockchain-Based Business Process Execution and Asset Management.
Proceedings of the Dissertation Award, 2018

2017
Resource requests prediction in the cloud computing environment with a deep belief network.
Softw. Pract. Exp., 2017

Runtime recovery actions selection for sporadic operations on public cloud.
Softw. Pract. Exp., 2017

Adaptable Blockchain-Based Systems: A Case Study for Product Traceability.
IEEE Softw., 2017

Autonomic deployment decision making for big data analytics applications in the cloud.
Soft Comput., 2017

Evaluating Suitability of Applying Blockchain.
Proceedings of the 22nd International Conference on Engineering of Complex Computer Systems, 2017

An Online-Offline Combined Big Data Mining Platform.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Performance Overhead Comparison between Hypervisor and Container Based Virtualization.
Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

2016
A Unified Business-Driven Cloud Management Framework.
IEEE Trans. Serv. Comput., 2016

A Load-Aware Pluggable Cloud Framework for Real-Time Video Processing.
IEEE Trans. Ind. Informatics, 2016

Non-Intrusive Anomaly Detection With Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS.
IEEE Trans. Emerg. Top. Comput., 2016

A Deep-Intelligence Framework for Online Video Processing.
IEEE Softw., 2016

Building Pipelines for Heterogeneous Execution Environments for Big Data Processing.
IEEE Softw., 2016

Healthcare4VideoStorm: Making Smart Decisions Based on Storm Metrics.
Sensors, 2016

A survey on decision making for task migration in mobile cloud environments.
Pers. Ubiquitous Comput., 2016

QoS4IVSaaS: a QoS management framework for intelligent video surveillance as a service.
Pers. Ubiquitous Comput., 2016

A genetic algorithm-based job scheduling model for big data analytics.
EURASIP J. Wirel. Commun. Netw., 2016

An Empirical Study on Big Video Data Processing: Architectural Styles, Issues, and Challenges.
Proceedings of the International Conference on Identification, 2016

Workload Prediction for Cloud Cluster Using a Recurrent Neural Network.
Proceedings of the International Conference on Identification, 2016

Context as a Service: Realizing Internet of Things-Aware Processes for the Independent Living of the Elderly.
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

Message from the Doctoral Symposium Co-Chairs.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

2015
A Tail-Tolerant Cloud API Wrapper.
IEEE Softw., 2015

A video cloud platform combing online and offline cloud computing technologies.
Pers. Ubiquitous Comput., 2015

A Genetic-Algorithm-Based Approach for Task Migration in Pervasive Clouds.
Int. J. Distributed Sens. Networks, 2015

A Deep Awareness Framework for Pervasive Video Cloud.
IEEE Access, 2015

CF4BDA: A Conceptual Framework for Big Data Analytics Applications in the Cloud.
IEEE Access, 2015

Food Image Recognition with Convolutional Neural Networks.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Experiences on a Video Management Cloud Based on Hadoop.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Emotion Recognition in Speech Using Multi-classification SVM.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

An Integrated Approach for Vehicle Detection and Type Recognition.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

A MapReduce Cluster Deployment Optimization Framework with Geo-distributed Data.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Towards a Load-Aware Scheduling Framework for Realtime Video Cloud.
Proceedings of the International Conference on Identification, 2015

Genetic Algorithm Based Job Scheduling for Big Data Analytics.
Proceedings of the International Conference on Identification, 2015

MapReduce Job Optimization: A Mapping Study.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

Composable and efficient functional big data processing framework.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Runtime Recovery Actions Selection for Sporadic Operations on Cloud.
Proceedings of the 24th Australasian Software Engineering Conference, 2015

2014
Role network model-based support for RESTful business processes.
Data Knowl. Eng., 2014

An OSGi-based flexible and adaptive pervasive cloud infrastructure.
Sci. China Inf. Sci., 2014

A Realtime Framework for Video Object Detection with Storm.
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014

Towards a High Speed Video Cloud Based on Batch Processing Integrated with Fast Processing.
Proceedings of the International Conference on Identification, 2014

Online Multiperson Tracking and Counting with Cloud Computing.
Proceedings of the International Conference on Identification, 2014

Towards a Genetic Algorithm Based Approach for Task Migrations.
Proceedings of the International Conference on Identification, 2014

An Improved SMOTE Imbalanced Data Classification Method Based on Support Degree.
Proceedings of the International Conference on Identification, 2014

Mechanisms and Architectures for Tail-Tolerant System Operations in Cloud.
Proceedings of the 6th USENIX Workshop on Hot Topics in Cloud Computing, 2014

Business-Driven Adaptation Decision-Making for SOA Systems.
LAP Lambert Academic Publishing, ISBN: 978-3-659-51496-8, 2014

2013
Cloud API issues: an empirical study and impact.
Proceedings of the 9th international ACM SIGSOFT conference on Quality of Software Architectures, 2013

Availability analysis for deployment of in-cloud applications.
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems, 2013

Hybrid Emotion Recognition Using Semantic Similarity.
Proceedings of the Service-Oriented Computing - ICSOC 2013 Workshops, 2013

Flexible Component Migration in an OSGi Based Pervasive Cloud Infrastructure.
Proceedings of the Service-Oriented Computing - ICSOC 2013 Workshops, 2013

BPMashup: Dynamic Execution of RESTful Processes.
Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013

A Hybrid Emotion Recognition on Android Smart Phones.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

Towards an OSGi Based Pervasive Cloud Infrastructure.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

Modeling and analysing operation processes for dependability.
Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013

Incorporating Uncertainty into In-Cloud Application Deployment Decisions for Availability.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

Improving Availability of Cloud-Based Applications through Deployment Choices.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012
Design and Performance of a Minimal Real-Time Operating System in a Safe Language: Experience with Java on the Sun SPOT.
J. Softw., 2012

Application of Business-Driven Decision Making to RESTful Business Processes.
Proceedings of the Service-Oriented Computing - 10th International Conference, 2012

JARTOS - A Real-Time Operating System in Java: Can developing a real-time operating system in Java result in a system that an errant process can't crash?
LAP Lambert Academic Publishing, ISBN: 978-3-8484-3060-4, 2012

2011
Autonomic Business-Driven Decision Making for Adaptation of Web Service Compositions.
Proceedings of the World Congress on Services, 2011

Using MiniZnMASC Middleware with Different Algorithms for Business-Driven Adaptation of Business Processes.
Proceedings of the POLICY 2011, 2011

Support for concurrent adaptation of multiple Web service compositions to maximize business metrics.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

Support for the Business Motivation Model in the WS-Policy4MASC Language and MiniZnMASC Middleware.
Proceedings of the Service-Oriented Computing - 9th International Conference, 2011

Extending WS-Policy4MASC language and MiniZnMASC middleware with BMM business motivation.
Proceedings of the 8th International Conference on Autonomic Computing, 2011

2010
MiniMASC+MiniZinc: An Autonomic Business-Driven Decision Making Middleware for Adaptation of Web Service Compositions.
Proceedings of the Symposia and Workshops on Ubiquitous, 2010

MiniMASC: A Framework for Diverse Autonomic Adaptations of Web Service Compositions.
Proceedings of the Symposia and Workshops on Ubiquitous, 2010


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