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Zhiyi_226

Owheo Building, Room 1.26
Tel +64 3 479 5680
Email zhiyi.huang@otago.ac.nz

I received my BSc degree in Computer Science from the National University of Defense Technology (NUDT) in China in 1986. I obtained my PhD degree in Computer Science in 1992 from the same university.

I worked in industry from 1992 to 1996, while I was a Lecturer in the Department of Computer Science at Beijing Institute of Technology (BIT) during the same time period. Then I worked in the School of Computing & Information Technology at Griffith University as a Research Fellow from 1996 to 1998.

My main interests are parallel/distributed computing, multi-core systems, green computing, cluster/grid/cloud computing, operating systems, wireless sensor networks, parallel algorithms, high-performance computing, virtualization, computer architectures, computer networks, task scheduling, optical networks, signal processing, and machine learning algorithms for biomedical data. I had also done research on the ATM network and its applications, parallel logic programming, and neural networks.

For more information please see my research pages

Selected Publications

  • Wei Zhang, Quan Chen, Kaihua Fu, Ningxin Zheng, Zhiyi Huang, Jingwen Leng, and Minyi Guo, Astraea: Towards QoS-Aware and Resource-Eicient Multi-stage GPU Services, in Proceedings of The 27th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'22), Lausanne, Switzerland, 2022.
  • Abbas Arghavani, Haibo Zhang, Zhiyi Huang, Yawen Chen, Chimp: a Learning-based Power Aware Communication Protocol for Wireless Body Area Networks, IEEE Transactions on Embedded Computing Systems, 2019.
  • Eskandari L., Mair J., Huang Z., Eyers D., T3-Scheduler: A Topology and Traffic Aware Two-Level Scheduler for Stream Processing Systems in a Heterogeneous Cluster, Future Generation Computer Systems, Elsevier, Vol. 89, pp617-632, 2018.
  • Mair J., Huang Z., Eyers D., Manila: Using a densely populated PMC-space for power modelling within large-scale systems, Elsevier's Parallel Computing (ParCo), 2018, https://doi.org/10.1016/j.parco.2018.05.002
  • Feng H., Eyers D., Mills S., Wu Y., and Huang Z., Principal Component Analysis based Filtering for Scalable, High Precision k-NN Search, IEEE Transactions on Computers, 2018.
  • Liu F., Zhang H., Chen Y., Huang Z., Gu H., Wavelength-Reused Hierarchical Optical Network on Chip Architecture for Manycore Processors, IEEE Transactions on Sustainable Computing, Vol. PP:99, 2018, DOI: 10.1109/TSUSC.2017.2733551
  • Zhang, S H, McIntosh, J., Shadli, S M., Neo, P. S-H., Huang, Z., McNaughton, N. Removing eye blink artefacts from EEG - a single-channel physiology-based method, Journal of Neuroscience Methods, 291, 213-220 (2017).
  • Tang X., Huang Z., Eyers D., Mills S., and Guo M., Scalable Multicore k-NN search via Subspace Clustering for Filtering, IEEE Transactions on Parallel and Distributed Computing Systems (TPDS), Vol. 26(12), DOI: 10.1109/TPDS.2014.2372755.
  • Quan Chen, Yawen Chen, Zhiyi Huang, and Minyi Guo, WATS: Workload-Aware Task Scheduling in Asymmetric Multi-core Architectures, Proceedings of the 26th IEEE International Parallel & Distributed Processing Symposium (IPDPS'12), Shanghai, May 2012.
  • Kai-Cheung Leung, Yawen Chen, and Zhiyi Huang, Restricted Admission Control in View-Oriented Transactional Memory, International Journal of Supercomputing 2012.
  • Jadhav S., Zhang H., and Huang Z., Performance Evaluation of Quality of VOIP in WIMAX and UMTS, in Proceedings of the 12th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2011, Best Paper Award), pp.375-380, ISBN 978-0-7695-4564-6, 2011.
  • Ashoka B., Eyers D., Huang Z., Handover Delay in Mobile WIMAX: A Simulation Study, in Proceedings of the 12th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2011), pp.305-312, ISBN 978-0-7695-4564-6, 2011.
  • Leung K.C. and Huang Z., View-Oriented Transactional Memory, The Fourth International Workshop on Parallel Programming Models and Systems Software for High-end Computing, in Workshop Proceedings of the 40th International Conference on Parallel Processing (ICPPW 2011), pp.335-344, 2011, doi:10.1109/ICPPW.2011.10.
  • Chen Q., Huang Z., Guo M., and Zhou J., CAB: Cache Aware Bi-Tier Task-Stealing in Multi-Socket Multi-Core Architecture, in Proceedings of the 40th International Conference on Parallel Processing (ICPP 2011), pp.722-732, 2011, doi:10.1109/ICPP.2011.32.
  • Leung, K.C. and Huang Z., MAOTAI 3.0: Automatic Detection of View Access in VOPP, In Proceedings of the Eleventh International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2010). pp.138-147, IEEE Computer Society (2010), Wuhan.
  • Mair, J.K., Leung K.C., and Huang Z., Metrics and Task Scheduling Policies for Eenergy Saving in Multicore Computers, Energy Efficient Grids, Clouds and Clusters Workshop, In Proceedings of the Eleventh ACM/IEEE International Conference on Grid Computing (GRID 2010), pp.266-273, IEEE Computer Society (2010), Brussels.
  • Lee, I-T., Boyd-Wickizer, S., Huang, Z., and Leiserson, C.E., Using Memory Mapping to Support Cactus Stacks in Work-Stealing Runtime Systems, In Proceedings of the 19th International Conference on Parallel Architectures and Compilation Techniques (PACT '10), pages 411-420, 2010.
  • Leung, K. C., Huang, Z., Huang, Q., Werstein, P., Data Race: Tame The Beast, International Journal of Supercomputing, Springer, Vol. 51, No 3, pp. 258-278, March 2010.
  • Leung, K.C., Huang, Z., Huang, Q., Werstein, P., Maotai 2.0: Data Race Prevention in View-Oriented Parallel Programming. In Proceedings of the Tenth International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2009). pp., IEEE Computer Society (2009), Japan.
  • Zhang, J., Huang, Z., Chen, W., Huang, Q., Zheng, W., Maotai: View-Oriented Parallel Programming on CMT processors, in Proceedings of the 37th International Conference on Parallel Processing (ICPP08), IEEE Computer Society (2008), Portland, Oregon, USA.
  • Huang, Z., Trotman, A., Zhang, J., Jia, X., Nowostawski, N., Rountree, N., Werstein, P., Virtual Aggregated Processor in Multi-core Computers. In Proceedings of the Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2008). pp.481-488, IEEE Computer Society (2008), Dunedin.
  • Zhiyi Huang, et al, (Editors), the Proceedings of the Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies, IEEE Computer Society, 2008.
  • Huang, Z., Chen, W., Purvis, M., Zheng, W., and Werstein, P., VODCA: View-Oriented, Distributed, Cluster-Based Approach to Parallel Computing, International Transactions on Systems Science and Applications, ISSN 1751-1461, Vol. 2, No 4, pp. 333-345, Feb 2007
  • Huang, Z., Purvis M., and Werstein P., Performance Evaluation of View Oriented Parallel Programming. In Proc. of the IEEE International Conference on Parallel Processing (ICPP05), pp251-258, IEEE Computer Society (2005), Oslo.
  • Zhiyi Huang, Chengzheng Sun, Stephen Cranefield, and Martin Purvis, View-based Consistency and its Implementation, in Proceedings of the 1st IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2001), pp.74-81, IEEE Computer Society, Brisbane, May 2001.
  • Zhiyi Huang, Chengzheng Sun, and Abdul Sattar, Handling Side-effects and Cuts with Selective Recomputation in Parallel Prolog, in Future Generation Computer Systems, 17(3), pp227-245, North-Holland, Elsevier Science Publishers B.V., November 2000.
  • Chengzheng Sun, Zhiyi Huang, Wan-Ju Lei, and Abdul Sattar, Towards Transparent Selective Sequential Consistency in Distributed Shared Memory Systems, in Proceedings of the 18th IEEE International Conference on Distributed Computing Systems, pp.572-581, Amsterdam, The Netherlands, May 1998.

Publications

Liu, Q., Penzel, T., De Vos, M., Zhang, Y., Huang, Z., Poluektov, M., … Li, C. (2024). ActiveSleepLearner: Less annotation budget for better large-scale sleep staging. IEEE Transactions on Emerging Topics in Computational Intelligence. Advance online publication. doi: 10.1109/TETCI.2024.3446389 Journal - Research Article

Du, K., Li, J., Huang, Z., Song, H., Zhang, Y., Zhang, Y., & Mei, Z. (2024). A non-invasive blood glucose detection system based on photoplethysmogram with multiple near-infrared sensors. IEEE Journal of Biomedical & Health Informatics. Advance online publication. doi: 10.1109/JBHI.2024.3443317 Journal - Research Article

Dai, F., Chen, Y., Huang, Z., Zhang, H., & Tian, H. (2024). Performance comparison of distributed DNN training on optical versus electrical interconnect systems. In Z. Tari, K. Li & H. Wu (Eds.), Algorithms and architectures for parallel processing: Proceedings of the 23rd International Conference, ICA3PP 2023 (Part 1): Lecture notes in computer science (Vol. 14487). (pp. 401-418). Singapore: Springer. doi: 10.1007/978-981-97-0834-5_23 Conference Contribution - Published proceedings: Full paper

Zhang, J., Xia, K., Huang, Z., Wang, S., & Akindele, R. G. (2024). OBhunter: An ensemble spectral-angular based transformer network for occlusion detection. Expert Systems with Applications, 248, 123324. doi: 10.1016/j.eswa.2024.123324 Journal - Research Article

Arghavani, A., Zhang, H., Huang, Z., & Chen, Y. (2024). Power-adaptive communication with channel-aware transmission scheduling in WBANS. IEEE Internet of Things Journal. Advance online publication. doi: 10.1109/JIOT.2024.3355702 Journal - Research Article

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