Jonathan Kua
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Publications

The list of my scholarly publications can also be found on Google Scholar and DBLP.

Journal Papers

  1. S. Pokhrel, J, Kua, D. Satish, S. Ozer, J. Howe, A. Walid, “DDPG-MPCC: An Experience Driven Multipath Performance Oriented Congestion Control”, Future Internet, vol. 16, no. 37, January 2024.

  2. S. Pokhrel, J. Kua, D. Satish, P. Williams, A. Zaslavsky, S. Loke, J. Choi, “Deakin RF-Sensing: Experiments on Correlated Knowledge Distillation for Monitoring Human Postures with Radios”, IEEE Sensors Journal, vol. 23, no. 22, pp. 28399-28410, 15 November 2023.

  3. A. Yavari, H. Korala, D. Georgakopoulos, J. Kua, H. Bagha, “Sazgar IoT: A Device-Centric IoT Framework and Approximation Technique for Efficient and Scalable IoT Data Processing”, Sensors, Special Issue in Smart Healthcare in the Internet of Things: Recent Developments in a Pandemic Age, vol. 23, no. 11, article 5211, May 2023.

  4. J. Jin, K. Yu, J. Kua, N. Zhang, Z. Pang, Q.-L. Han, “Cloud-Fog Automation: Vision, Enabling Technologies, and Future Research Directions”, IEEE Transactions on Industrial Informatics, vol. 20, no. 2, pp. 1039-1054, Febuary 2024, (early access in May 2023).

  5. J. Kua, M. B. Hossain, I. Natgunanathan, Y. Xiang, “Privacy Preservation in Smart Meters: Current Status, Challenges and Future Directions”, Sensors, Special Issue in Smart Grids and Green Communications, vol. 23, no. 7, article 3697, April 2023.

  6. M. Ladegourdie, J. Kua, “Performance Analysis of OPC UA for Industrial Interoperability towards Industry 4.0”, IoT, vol. 3, no. 4, pp. 507-525, December 2022.

  7. O. R. Jan, H. S. Jo, R. S. Jo, J. Kua, “Real-Time Flood Monitoring with Computer Vision through Edge Computing-Based Internet of Things”, Future Internet, Special Issue Internet of Things and Cyber-Physical Systems, vol. 14, no. 11, article 308, October 2022.

  8. A. Batool, S. Loke, N. Fernando, J. Kua, “Towards a Policy Development Methodology for Human-Centred IoT Collectives”, Sensors, Special Issue in IoT and Smart Homes, vol. 22, no. 19, article 7401, September 2022.

  9. C. Ranaweera, J. Kua, I. Dias, E. Wong, C. Lim, A. Nirmalathas, “4G to 6G: disruptions and drivers for optical access (Invited)”, Journal of Optical Communications and Networking, vol. 14, no. 2, pp. 143-153, January 2022.

  10. J. Kua, S. Loke, C. Arora, N. Fernando, C. Ranaweera, “Internet of Things in Space: A Review of Opportunities and Challenges from Satellite-Aided Computing to Digitally-Enhanced Space Living”, Sensors, Special Issue in IoT Services over Satellite Networks, vol. 21, no. 23, article 8117, Dec. 2021.

  11. K. Olorunnife, K. Lee, J. Kua, “Automatic Failure Recovery for Container-Based IoT Edge Applications”, Electronics, Special Issue in Edge Computing for Internet of Things, vol. 10, no. 23, article 3047, December 2021.

  12. A. Batool, S. Loke, N. Fernando, J. Kua, “Towards a Policy Management Framework for Managing Interaction Behaviors in IoT Collectives”, IoT, vol. 2, no. 4, pp. 633-655, October 2021.

  13. J. Kua, G. Armitage, P. Branch, J. But, “Adaptive Chunklets and AQM for Higher-Performance Content Streaming”, ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 15, no. 4, article 115, December 2019. [preprint]

  14. J. Kua, G. Armitage, P. Branch, “Using Active Queue Management to Assist IoT Application Flows in Home Broadband Networks”, IEEE Internet of Things Journal, vol. 4, no. 5, pp.1399-1407, October 2017. [preprint]

  15. J. Kua, G. Armitage, P. Branch, “A Survey of Rate Adaptation Techniques for Dynamic Adaptive Streaming over HTTP”, IEEE Communications Surveys and Tutorials, vol. 19, no. 3, pp.1842-1866, third quarter 2017. [preprint]

Conference Papers

  1. Y. Xu, Z. Wang, J. Kua, H. Luo, R. Guo, X. Liu, “Personalized Federated Learning Framework for Person Re-identification in MEC-enabled UAV Delivery Services”, (to appear) In 25th IEEE International Conference on High Performance Computing and Communications (HPCC 2023), Melbourne, Australia, 13-15 December 2023.

  2. Y. Xu, F. Luan, J. Kua, Z. Wang, X. Liu, “Multi-UAV Collaborative Face Recognition for Goods Receiver in Edge-based Smart Delivery Services”, (to appear) In 23rd International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2023), Tianjin, China, 20-22 October 2023.

  3. Y. Xu, R. Guo, J. Kua, H. Luo, Z. Zhang, X. Liu, “We Will Find You: An Edge-based Multi-UAV Multi-Recipient Identification Method in Smart Delivery Services”, (to appear) In 23rd International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2023), Tianjin, China, 20-22 October 2023.

  4. A. Batool, S. Loke, N. Fernando, J. Kua, “Software Engineering for Smart Things in Public Spaces: Initial Insights and Challenges”, In 2023 IEEE/ACM 45th International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS), Melbourne, Australia, 14-20 May 2023.

  5. S. Wang, J. Kua, J. Jin, A. Kulkarni, P. P. Jayaraman, X. Cao, “Optimal graph partitioning for time-sensitive flow scheduling towards digital twin networks”, In Proceedings of the 1st Workshop on Digital Twin & Edge AI for Industrial IoT, in conjunction with MobiCom 2022, Sydney, Australia, 17-21 October 2022.

  6. H. Welgama, K. Lee, J. Kua, “A Framework for Seamless Offloading in IoT Applications using Edge and Cloud Computing”, In Internet of Things, Big Data and Security International Conference (IoTBDS), Prague, Czech Republic, 22-24 April 2022.

  7. A. Batool, S. Loke, N. Fernando, J. Kua, “Operationalizing Rule-Based Socio-Ethical Behaviour in IoT Collectives: a Policy Management Approach”, In IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Melbourne, Australia, 14-17 December 2021.

  8. A. Batool, S. Loke, N. Fernando, J. Kua, “A Methodology for Human-Centred IoT Collectives Based on Socio-Ethical Policies”, In 36th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW), Melbourne, Australia, 15-19 November 2021.

  9. J. Kua, “Understanding the Achieved Rate Multiplication Effect in FlowQueue-based AQM Bottleneck”, In 46th Annual IEEE Conference on Local Computer Networks (LCN 2021), Edmonton, Canada, 4-7 October 2021. [preprint]

  10. A. Batool, S. Loke, N. Fernando, J. Kua, “A Policy-Based Approach for Managing Socially Appropriate Interaction Behaviours in IoT Collectives”, In 2021 IEEE International Conference on Pervasive Computing and Communications (PerCom) Workshops, Kassel, Germany, 22-26 March 2021.

  11. A. Batool, S. Loke, N. Fernando, J. Kua, “Towards a System for Aged Care Centres based on Multiuser–Multidevice Interactions in IoT Collectives”, In 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2020), Virtual, 7-9 December 2020.

  12. J. Kua, P. Branch, G. Armitage, “Detecting Bottleneck Use of PIE or FQ-CoDel Active Queue Management During DASH-like Content Streaming”, In 45th Annual IEEE Conference on Local Computer Networks (LCN 2020), Sydney, Australia, 16-19 November 2020. [preprint]

  13. J. Kua, G. Armitage, P. Branch, “Optimising DASH over AQM-enabled Gateways Using Intra-chunk Parallel Retrieval (Chunklets)”, In 26th International Conference on Computer Communications and Networks (ICCCN 2017), Vancouver, Canada, 31 July - 3 August 2017. [preprint]

  14. J. Kua, G. Armitage, P. Branch, “Automated Capture and Animated Playback of TCP Behaviour During DASH-based Content Delivery”, In 41st Annual IEEE Conference on Local Computer Networks (LCN 2016), Dubai, United Arab Emirates (UAE), 7-10 November 2016.

  15. J. Kua, G. Armitage, P. Branch, “The Impact of Active Queue Management on DASH-based Content Delivery”, In 41st Annual IEEE Conference on Local Computer Networks (LCN 2016), Dubai, United Arab Emirates (UAE), 7-10 November 2016.

Technical Reports

  1. J. Kua, G. Armitage, “Generating Dynamic Adaptive Streaming over HTTP Traffic Flows with TEACUP Testbed”, CAIA Technical Report 161216A, 16 December 2016.

  2. J. Kua, R. Al-Saadi, G. Armitage, “Using Dummynet AQM - FreeBSD’s CoDel, PIE, FQ-CoDel and FQ-PIE with TEACUP v1.0 testbed”, CAIA Technical Report 160708A, 8 July 2016.

  3. J. Kua, L. Stewart, G. Armitage, “Using CAIA’s NS-3/FreeBSD Network Stack VM Appliance (Version 0.1)”, CAIA Technical Report 140702A, 2 July 2014.

PhD Thesis

  1. J. Kua, “Achieving High Performance Content Streaming with Adaptive Chunklets and Active Queue Management”, Swinburne University of Technology, thesis examination passed on 9 May 2019.