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Huaglory Tianfield

Professor

  • 70 Cowcaddens Road, Glasgow Caledonian University

    G4 0BA Glasgow

    United Kingdom

Accepting PhD Students

PhD projects

Blockchain, IoT Big Data

20012019

Research output per year

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Research Output

  • 29 Article
  • 24 Conference contribution
  • 4 Chapter (peer-reviewed)
  • 1 Editorial
2019

A novel approach to reconstruction based saliency detection via convolutional neural network stacked with auto-encoder

Lin, X., Tang, Y., Tianfield, H., Qian, F. & Zhong, W., 15 Jul 2019, In : Neurocomputing. 349, p. 145-155 11 p.

Research output: Contribution to journalArticle

Open Access
File
62 Downloads (Pure)

Moth-flame glowworm swarm optimisation

Alboaneen, D. A., Tianfield, H. & Zhang, Y., 25 Oct 2019, In : Multiagent and Grid Systems. 15, 3, p. 305-326 22 p.

Research output: Contribution to journalArticle

Open Access
File
64 Downloads (Pure)

Self-adaptive differential artificial bee colony algorithm for global optimization problems

Chen, X., Tianfield, H. & Li, K., Mar 2019, In : Swarm and Evolutionary Computation. 45, p. 70-91 22 p.

Research output: Contribution to journalArticle

Open Access
File
52 Downloads (Pure)

Towards edge-cloud computing

Tianfield, H., 24 Jan 2019, 2018 IEEE International Conference on Big Data. IEEE, p. 4883-4885 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
79 Downloads (Pure)
2018

A reinforcement learning approach for attack graph analysis

Yousefi, M., Mtetwa, N., Zhang, Y. & Tianfield, H., 6 Sep 2018, 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE). IEEE, p. 212-217 6 p. Track 2: Security Track 1

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
133 Downloads (Pure)

Big data based security analytics for protecting virtualized infrastructures in cloud computing

Win, T. Y., Tianfield, H. & Mair, Q., Mar 2018, In : IEEE Transactions on Big Data. 4, 1, p. 11-25 15 p.

Research output: Contribution to journalArticle

Open Access
File
305 Downloads (Pure)

Energy-aware dynamic virtual machine consolidation for cloud datacenters

Wang, H. & Tianfield, H., 8 Mar 2018, In : IEEE Access. 6, p. 15259-15273 15 p.

Research output: Contribution to journalArticle

Open Access
File
75 Downloads (Pure)

Pseudo derivative evolutionary algorithm and convergence analysis

Yu, Y., Wang, Z., Tianfield, H. & Lu, C., 6 Jul 2018, In : International Journal of Modeling, Simulation, and Scientific Computing. 7 p.

Research output: Contribution to journalArticle

Open Access
File
63 Downloads (Pure)

Sentiment analysis via multi-layer perceptron trained by meta-heuristic optimisation

Alboaneen, D. A., Tianfield, H. & Zhang, Y., 15 Jan 2018, Proceedings of 2017 IEEE International Conference on Big Data: 2017 International Workshop on Big Data Analytics for Cyber Intelligence and Defense. 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
155 Downloads (Pure)
2017

A novel approach for analysis of attack graph

Yousefi, M., Mtetwa, N., Zhang, Y. & Tianfield, H., 18 Aug 2017, Proceedings of 2017 IEEE International Conference on Intelligence and Security Informatics. IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
188 Downloads (Pure)

A novel multipath-transmission supported software defined wireless network architecture

Xu, C., Jin, W., Zhao, G., Tianfield, H., Yu, S. & Qu, Y., 17 Jan 2017, In : IEEE Access. 5, 99, p. 2111-2125 15 p.

Research output: Contribution to journalArticle

Open Access
File
289 Downloads (Pure)

Biogeography-based learning particle swarm optimization

Chen, X., Tianfield, H., Mei, C., Du, W. & Liu, G., Dec 2017, In : Soft Computing. 23 p.

Research output: Contribution to journalArticle

Open Access
File
105 Downloads (Pure)

Cyber security situational awareness

Tianfield, H., 4 May 2017, 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData). IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
351 Downloads (Pure)

Data mining based cyber-attack detection

Tianfield, H., 31 May 2017, In : System Simulation Technology. 13, 2, 15 p.

Research output: Contribution to journalArticle

Open Access
File
252 Downloads (Pure)

Glowworm swarm optimisation algorithm for virtual machine placement in cloud computing

Alboaneen, D. A., Tianfield, H. & Zhang, Y., Jan 2017, Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), 2016 Intl IEEE Conferences. IEEE, p. 808-814 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
165 Downloads (Pure)

Glowworm swarm optimisation based task scheduling for cloud computing

Alboaneen, D. A., Tianfield, H. & Zhang, Y., 22 Mar 2017, Proceedings of the 2nd International Conference on Internet of things and Cloud Computing. ACM, 7 p. 152

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
70 Downloads (Pure)

Glowworm swarm optimisation for training multi-layer perceptrons

Alboaneen, D. A., Tianfield, H. & Zhang, Y., 31 Dec 2017, Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT '17). IEEE, p. 131-138 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
244 Downloads (Pure)

Metaheuristic approaches to virtual machine placement in cloud computing: a review

Alboaneen, D. A., Tianfield, H. & Zhang, Y., 24 Apr 2017, 15th International Symposium on Parallel and Distributed Computing (ISPDC), 2016 . IEEE, 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
179 Downloads (Pure)

MP-SDWN: a novel multipath-supported software defined wireless network architecture

Xu, C., Jin, W., Han, Y., Zhao, G. & Tianfield, H., 1 Oct 2017, Communications and Networking. ChinaCom 2016. Chen, Q., Meng, W. & Zhao, L. (eds.). Springer, p. 119-128 10 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ; vol. 209).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
65 Downloads (Pure)

PROTECT: container process isolation using system call interception

Win, T. Y., Tso, F. P., Mair, Q. & Tianfield, H., 1 Dec 2017, Proceedings of The 14th International Symposium on Pervasive Systems, Algorithms, and Networks (I-SPAN 2017). IEEE, p. 191-196 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
105 Downloads (Pure)

Service broker based on cloud service description language

Razaq, A., Tianfield, H., Barrie, P. & Yue, H., Apr 2017, 15th International Symposium on Parallel and Distributed Computing (ISPDC), 2016 . IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
84 Downloads (Pure)
2016

A big data analytics based approach to anomaly detection

Razaq, A., Tianfield, H. & Barrie, P., Dec 2016, Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, Applications and Technologies. ACM, p. 187-193 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
190 Downloads (Pure)

Biogeography-based optimization with covariance matrix based migration

Chen, X., Tianfield, H., Du, W. & Liu, G., Aug 2016, In : Applied Soft Computing. 45, p. 71–85 15 p.

Research output: Contribution to journalArticle

Open Access
File
93 Downloads (Pure)

Simulating smart grid cyber security

Razaq, A., Tianfield, H., Pranggono, B. & Yue, H., Mar 2016, Smart Grid: Networking, Data Management, and Business Models. Mouftah, H. T. & Erol-Kantarci, M. (eds.). CRC Press, p. 97-116 20 p. (100 Cases).

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

2015

Detection of malware and kernel-level rootkits in cloud computing environments

Win, T. Y., Tianfield, H. & Mair, Q., 3 Nov 2015, 2015 IEEE 2nd International Conference on Cyber Security and Cloud Computing. IEEE, p. 295-300 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simulating smart grid: co-simulation of power and communication network

Razaq, A., Pranggono, B., Tianfield, H. & Yue, H., Sep 2015, 2015 50th International Universities Power Engineering Conference (UPEC) : Proceedings. 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simulation tools for cloud computing

Pranggono, B., Alboaneen, D. A. M. A. & Tianfield, H., 2015, Simulation Technologies in Networking and Communications: Selecting the Best Tool for the Test. Khan Pathan, A-S., Monowar, M. M. & Khan, S. (eds.). CRC Press, p. 311-335 25 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Virtualization security combining mandatory access control and virtual machine introspection

Win, T. Y., Tianfield, H. & Mair, Q., Feb 2015, IEEE Explore. IEEE, p. 1004-1009 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014
Open Access
File
22 Downloads (Pure)

A geometric model for website evolution in mobile internet

Xu, C., Wang, J., Zhao, G. & Tianfield, H., Aug 2014, In : Multiagent and Grid Systems. 10, 2, p. 95-108 14 p.

Research output: Contribution to journalArticle

Auction based resource allocation in cloud computing

Wang, H., Tianfield, H. & Mair, Q., May 2014, In : Multiagent and Grid Systems. 10, 1, p. 51-66 16 p.

Research output: Contribution to journalArticle

Dynamic optimization of industrial processes with nonuniform discretization-based control vector parameterization

Chen, X., Du, W., Tianfield, H., Qi, R., He, W. & Qian, F., Oct 2014, In : IEEE Transactions on Automation Science and Engineering. 11, 4, p. 1289-1299 11 p.

Research output: Contribution to journalArticle

Energy-aware virtual machine consolidation for cloud data centers

Alboaneen, D. A. M. A., Pranggono, B. & Tianfield, H., Dec 2014, Proceedings of the 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing. IEEE, p. 1010-1015 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Green data center

Pranggono, B. & Tianfield, H., Feb 2014, Green Technology Applications for Enterprise and Academic Innovation. IGI Global, p. 179-199 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Intrusion detection system for cloud environment

Bait Baraka, H. & Tianfield, H., 2014, SIN 14 Conf: Proceedings of the 7th International Conference on Security of Information and Networks. New York: ACM, p. 399-404 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Virtual machine introspection

Win, T. Y., Tianfield, H., Mair, Q., Al Said, T. & Rana, O. F., Sep 2014, SIN 14 Conf : Proceedings of the 7th International Conference on Security of Information and Networks. New York: ACM, p. 405-410 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

An efficient network coded ARQ for multisource multidestination relay networks over mixed flat fading channels

Vien, Q. T., Stewart, B., Tianfield, H., Nguyen, H. & Choi, J., Apr 2013, In : AEU - International Journal of Electronics and Communications. 67, 4, p. 282-288 7 p.

Research output: Contribution to journalArticle

Cooperative retransmission for wireless regenerative multi-relay networks

Vien, Q. T., Stewart, B., Tianfield, H. & Nguyen, H., Feb 2013, In : IEEE Transactions on Vehicular Technology. 62, 2, p. 735-747 13 p.

Research output: Contribution to journalArticle

Decentralized multi-agent service composition

Papadopoulos, P., Tianfield, H., Moffat, D. & Barrie, P., Jan 2013, In : Multiagent and Grid Systems. 9, 1, p. 45-100 56 p.

Research output: Contribution to journalArticle

Efficient cooperative spectrum sensing for three-hop cognitive wireless relay networks

Vien, Q. T., Stewart, B., Tianfield, H. & Nguyen, H., Jan 2013, In : IET Communications. 7, 2, p. 119-127 9 p.

Research output: Contribution to journalArticle

Simulation of service-oriented systems for Mobile Ad hoc Networks

Cruz Diaz, A. B., Boutaleb, T. & Tianfield, H., Mar 2013, In : Simulation Modelling Practice and Theory. 32, p. 42-63 22 p.

Research output: Contribution to journalArticle

2012

Network coding-based block acknowledgement scheme for wireless regenerative relay networks

Vien, Q. T., Nuygen, H., Choi, J., Stewart, B. & Tianfield, H., Nov 2012, In : IET Communications. 6, 16, p. 2593-2601 9 p.

Research output: Contribution to journalArticle

2011

Analysis of the emergence in swarm model based on largest Lyapunov exponent

Wu, Y., Su, J., Tang, H. & Tianfield, H., 2011, In : Mathematical Problems in Engineering. 2011, 21 p., 745257.

Research output: Contribution to journalArticle

Game-theoretic opportunistic spectrum sharing strategy selection for cognitive MIMO multiple access channels

Youyun, X. & Tianfield, H., Jun 2011, In : IEEE Transactions on Signal Processing. 59, 6, p. 2745-2759 15 p.

Research output: Contribution to journalArticle

Network coding-based block ACK for wireless relay networks

Vien, Q. T., Nguyen, H., Choi, J., Stewart, B. & Tianfield, H., Jul 2011, Proceedings of the IEEE 73rd Vehicular Technology Conference 2011 . IEEE, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

Iterative (turbo processing) receiver design of OFDM systems in the presence of carrier frequency offset

Nguyen, H., Choi, J. & Tianfield, H., 1 May 2010, In : International Transactions on Systems Science and Applications. 6, 1, p. 82-93 12 p.

Research output: Contribution to journalArticle

Reactive service location in IEEE WAVE

Cruz, A., Boutaleb, T., Nguyen, H. & Tianfield, H., 1 Jan 2010, Proceedings of 2010 IEEE 6th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2009

A new formal concept analysis based learning approach to ontology building

Jia, H., Newman, J. & Tianfield, H., 2009, Metadata and Semantics Conference Series. New York: Springer, p. 433-444 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

2008

Agent-based modelling and simulation of complex distributed systems

Tianfield, H. & Tian, J., 1 Jan 2008, Proceedings of the 7th World Congress on Intelligent Control and Automation (WCICA 08). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Agent-based process industrial automation reconfiguration

Luo, N., Du, W., Qian, F., Qi, R. & Tianfield, H., 1 Jun 2008, In : Communications of SIWN. 3, p. 140-144 5 p.

Research output: Contribution to journalArticle