Photo of Xuyun Zhang

Xuyun Zhang

Dr

  • 1940 Citations
  • 25 h-Index
20092020
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Personal profile

Biography

Dr Xuyun Zhang is currently working as a senior lecturer in Department of Computing at Macquarie University in Australia. He worked as a lecturer in The University of Auckland during 2016 ~ 2019 and a postdoc researcher in NICTA (National ICT Australia, now Data61, CSIRO) during 2014 ~ 2016. He got his PhD degree in Computer Science and Technology from University of Technology Sydney (UTS), Australia in 2014, and his Master’s and Bachelor’s degrees in the same major from Nanjing University, China in 2011 and 2008, respectively. 

Research interests

He is an early/mid-career researcher with an international track record of research in areas including scalable and secure machine learning, big data privacy and cyber security, big data mining and analytics, cloud/edge/service computing and IoT, etc.

Teaching

Machine Learning Application in Cybersecurity

Data Science

Machine Learing

Test-Driven Software Development

Software Engineering

Education/Academic qualification

Computer and Information Science, PhD, University of Technology, Sydney (UTS)

1 Aug 201120 Nov 2014

Computer and Science and Technology, Master of Engineering, Nanjing University

1 Sep 200820 Jun 2011

Computer Science and Technology, Bachelor of Science, Nanjing University

1 Sep 200420 Jun 2008

Fingerprint Dive into the research topics where Xuyun Zhang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Collaborative filtering Engineering & Materials Science
Cloud computing Engineering & Materials Science
Web services Engineering & Materials Science
Mobile devices Engineering & Materials Science
Quality of service Engineering & Materials Science
Recommendations Mathematics
Data privacy Engineering & Materials Science
Experiments Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Outputs 2009 2020

A balanced virtual machine scheduling method for energy-performance trade-offs in cyber-physical cloud systems

Xu, X., Zhang, X., Khan, M., Dou, W., Xue, S. & Yu, S., Apr 2020, In : Future Generation Computer Systems. 105, p. 789-799 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Scheduling
Energy utilization
Electricity
Degradation
Cloud computing

A game-theoretical approach for user allocation in edge computing environment

He, Q., Cui, G., Zhang, X., Chen, F., Deng, S., Jin, H., Li, Y. & Yang, Y., Mar 2020, In : IEEE Transactions on Parallel and Distributed Systems. 31, 3, p. 515-529 15 p., 8823046.

Research output: Contribution to journalArticleResearchpeer-review

Application programs
Servers
Mobile computing
Distributed computer systems
Costs

Location-aware service recommendations with privacy-preservation in the Internet of Things

Lin, W., Zhang, X., Qi, L., Li, W., Li, S., Sheng, V. S. & Nepal, S., 4 Feb 2020, In : IEEE Transactions on Computational Social Systems. p. 1-9 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Quality of service
Web services
Decision making
Industry
Internet of things

Spatial-temporal data-driven service recommendation with privacy-preservation

Qi, L., Zhang, X., Li, S., Wan, S., Wen, Y. & Gong, W., Apr 2020, In : Information Sciences. 515, p. 91-102 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Privacy Preservation
Data-driven
Recommendations
Quality of service
Quality of Service

Weighted tensor nuclear norm minimization for tensor completion using tensor-SVD

Mu, Y., Wang, P., Lu, L., Zhang, X. & Qi, L., Feb 2020, In : Pattern Recognition Letters. 130, p. 4 - 11 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Singular value decomposition
Tensors
Recovery
Availability
Color

Prizes

Activities 2017 2019

  • 5 Organising a conference, workshop, ...

9th EAI International Conference on Cloud Computing

Xuyun Zhang (Organiser)
4 Dec 20195 Dec 2019

Activity: Participating in or organising an eventOrganising a conference, workshop, ...

The 11th International Conference on Mobile Computing and Ubiquitous Networking

Xuyun Zhang (Chair)
2018

Activity: Participating in or organising an eventOrganising a conference, workshop, ...

The 15th Australasian Information Security Conference

Xuyun Zhang (Chair)
2017

Activity: Participating in or organising an eventOrganising a conference, workshop, ...

The 9th International Symposium on Cyberspace Safety and Security

Xuyun Zhang (Chair)
2017

Activity: Participating in or organising an eventOrganising a conference, workshop, ...

8th International Conference on Applications and Techniques in Information Security, ATIS 2017

Xuyun Zhang (Chair)
2017

Activity: Participating in or organising an eventOrganising a conference, workshop, ...