Publications

 

Publications

  1. Tiantong Wu, H.M.N. Dilum Bandara, Phee Lep Yeoh, and Kanchana Thilakarathna, “VHFL: A Coud-Edge Model Verification Technique for Hierarchical Federated Learning,” 3rd Workshop on Industrial Private 5G and Bond Wireless Networks (IPB5GBWN), IEEE Inte. Conf. on Communications (ICC ’24), June 2024, Accepted.
  2. Maneesha Gunathilaka, Sandareka Wickramanayake, and H.M.N. Dilum Bandara, “DeFiTrust: A Transformer-Based Framework for Scam DeFi Token Detection Using Event Logs and Sentiment Analysis,” Expert Systems with Applications, 123913, 2024, doi: 10.1016/j.eswa.2024.123913
  3. Christopher Klinkmueller, H.M.N. Dilum Bandara, Xiwei Xu, and Qinghua Lu, “Supply Chain Management Using Blockchain,” in Blockchains: A Handbook on Fundamentals, Platforms and Applications, Sushmita Ruj, Salil S. Kanhere, Mauro Conti, eds., pp. 365–397, Springer Int. Publishing, 2024, doi: 10.1007/978-3-031-32146-7_12
  4. Tiantong Wu, H.M.N. Dilum Bandara, Phee Lep Yeoh, and Kanchana Thilakarathna, “FlexSplit: A Configurable, Privacy-Preserving Federated-Split Learning Framework,” WS-06: Workshop on Edge Learning for 5G Mobile Networks and Beyond, IEEE Inte. Conf. on Communications (ICC ’23), May-June 2023. doi:10.1109/ICCWorkshops57953.2023.10283667
  5. Guanqin Zhang, Jiankun Sun, Feng Xu, H.M.N. Dilum Bandara, Shiping Chen, Yulei Sui, and Tim Menzies, “A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning,” IEEE Software Special Issue on Software Engineering for Responsible AI, Apr. 2023. Preprint
  6. H.M.N. Dilum Bandara, Shiping Chen, Mark Staples, and Yilin Sai, “Modeling Multi-Layer Access Control Policies of a Hyperledger-Fabric-Based Agriculture Supply Chain,” in Proc. 3rd IEEE Int. Conf. on Trust, Privacy, and Security in Intelligent Systems, and Applications (TPS 2021) Special Session on Agriculture Cybersecurity, Dec. 2021. doi: 10.1109/TPSISA52974.2021.00039Slides
  7. H.M.N. Dilum Bandara, Hendrik Bockrath, Richard Hobeck, Christopher Klinkmüller, Luise Pufahl, Martin Rebesky, Ingo Weber, and Wil Van der Aalst, “Event Logs of Ethereum-Based Applications: A Collection of Resources for Process Mining on Blockchain Data,” in Proc. 19th Business Process Management Conf. (BPM 2021) (Demos & Resources Forum), Sep. 2021, Rome, Italy.
  8. Richard Hobeck, Christopher Klinkmüller, H.M.N. Dilum Bandara, Ingo Weber, and Wil Van der Aalst, “Process Mining on Blockchain Data: A Case Study of Augur,” in Proc. 19th Business Process Management Conf. (BPM 2021), Sep. 2021, Rome, Italy. Preprint
  9. Qinghua Lu, Xiwei Xu, H.M.N. Dilum Bandara, Shiping Chen, and Liming Zhu, “Design Patterns for Blockchain-Based Payment Applications,” European Conf. on Pattern Languages of Programs 2021 (EuroPLoP 2021), July 2021, Germany. Preprint
  10. Samudaya Nanayakkara, Srinath Perera, Sepani Senaratne, G. Thilini Weerasuriya, and H.M.N. Dilum Bandara, “Blockchain and Smart Contracts: A Solution for Payment Issues in Construction Supply Chains,” Informatics 8, no. 2: 36. 2021, doi: 10.3390/informatics8020036.
  11. Xiwei Xu, H.M.N. Dilum Bandara, Qinghua Lu, Ingo Weber, Len Bass, and Liming Zhu, “A Decision Model for Choosing Patterns in Blockchain-Based Applications,” in Proc. 18th IEEE Int. Conf. on Software Architecture (ICSA 2021), Mar. 2021, Stuttgart, Germany. Preprint
  12. P.L.M. Kelani Bandara, H.M.N. Dilum Bandara, and Shantha Fernando, “Evaluation of Re-identification Risks in Data Anonymization Techniques Based on Population Uniqueness,” in Proc. 5th Int. Conf. on Information Technology Research (ICITR 2020), Dec. 2020, Sri Lanka, doi: 10.1109/ICITR51448.2020.9310870.
  13. A.M. Hasitha Adikari, H.M.N. Dilum Bandara, Srikantha Herath, and Charith Chitraranjan, “An Automated Decision-Making Framework for Precipitation-Related Workflows,” in Proc. 5th Int. Conf. on Information Technology Research (ICITR 2020), Dec. 2020, Sri Lanka, doi: 10.1109/ICITR51448.2020.9310870.
  14. Xiwei Xu, H.M.N. Dilum Bandara, Qinghua Lu, Dawen Zhang, and Liming Zhu, “Understanding and Handling Blockchain Uncertainties,” in Proc. 2020 Int. Conf. on Blockchain (ICBC 2020), Aug. 2020, Honolulu, Hawaii. doi: 10.1007/978-3-030-59638-5_8.
  15. H.M.N. Dilum Bandara, Xiwei Xu, and Ingo Weber, “Patterns for Blockchain Data Migration,” European Conf. on Pattern Languages of Programs 2020 (EuroPLoP 2020), July 2020, Virtual Event, Germany. doi: 10.1145/3424771.3424796. Preprint.
  16. P.D.I. Perera, S.P.T. Hettige, H.A.W. Abeygunawardhana, S.A.P. Jayatilake, and H.M.N. Dilum Bandara, “Blockchain-Based Product Traceability Beyond Proof of Existence,” in Proc. 6th Moratuwa Engineering Research Conf. (MERCon 2020), Sri Lanka, July 2020.
  17. Gihan Karunarathne, H.M.N. Dilum Bandara, and Srikantha Herath, “WDIAS: A Microservices-Based Weather Data Integration and Assimilation System,” in Proc. 6th Moratuwa Engineering Research Conf. (MERCon 2020), Sri Lanka, July 2020.
  18. Aravindi Lavanya Samarakkody, H.M.N. Dilum Bandara, and Udayangani Kulatunga, “A Systematic Review of Performance Measurement Models for Smart Cities,” in Proc. 10th Annual Int. Conf. on Industrial Engineering and Operations Management, Dubai, UAE, Mar. 2020.
  19. Hye-Young Paik, Xiwei Xu, H.M.N. Dilum Bandara, Sung Une Lee, and Sin Kuang Lo, “Analysis of Data Management in Blockchain-Based Systems: From Architecture to Governance,” IEEE Access, Vol. 7, pp. 186091-186107, 2019. doi: 10.1109/ACCESS.2019.2961404.
  20. K.V. Jeeva Padmini, G.I.U.S. Perera, H.M.N. Dilum Bandara, and R.K.O.H. Silva, “A Decision Support Tool to Select Candidate Business Processes in Robotic Process Automation (RPA): An Empirical Study,” in Proc. 3rd SLAAI-Int. Conf. on Artificial Intelligence, Sri Lanka, Dec. 2019.
  21. Samudaya Nanayakkara, Srinath Perera, H.M.N. Dilum Bandara, G. Thilini Weerasuriya, and Jason Ayoub, “Blockchain Technology and its Potential for the Construction Industry,” in Proc. 43rd Annual Australasian University Building Educators Association (AUBEA 2019) Conf., Noosa, Australia, Nov. 2019.
  22. A.L. Samarakkody, U. Kulatunga, and H.M.N. Dilum Bandara, “What Differentiate a Smart City? A Comparison with a Basic City,” in Proc. The 8th World Construction Symposium (WCS 2019), Sri Lanka, Nov. 2019, pp. 618 -627, DOI: doi.org/10.31705/WCS.2019.61.
  23. Thirasara Ariyarathna, Prabodha Harankahadeniya, Saarrah Isthikar, Nethmi Pathirana, H.M.N. Dilum Bandara, and Arjuna Madanayake, “Dynamic Spectrum Access via Smart Contracts on Blockchain,” in Proc. IEEE Wireless Communications and Networking Conf. (WCNC ’19), Marrakech, Morocco, Apr. 2019. Presentations
  24. K.A. Gayanthika Udeshani and H.M.N. Dilum Bandara, “Detection of Weather Anomalies and Events of Interest Using Complex Event Processing,” Seychelles Research Journal, vol. 1. no. 1, Feb. 2019.
  25. M.W.P Maduranga, P. Saengudomlert, and H.M.N. Dilum Bandara, “Redundant Node Management in Wireless Sensor Networks with Multiple Sensor Types,” in Proc. National IT Conf. 2018 (NITC 2018), Sri Lanka, Oct. 2018.
  26. Biman D. Hettiarachchi, H.M.N. Dilum Bandara, and Nishal A. Samarasekera, “ Automated Multi-Plant Scheduling of Ready-Mixed Concrete Trucks,” in Proc. 2018 IEEE Int. Conf. on Service Operations and Logistics, and Informatics (SOLI 2018), Singapore, July/Aug. 2018. Presentation. Won Best Student Paper (Merit Award).
  27. N.A. Chami M. Keerthisinghe, H.M.N. Dilum Bandara, and N.A. Samarasekera, “Optimization of Truck and Driver Scheduling Using Simulated Annealing,” in Proc. 2018 IEEE Int. Conf. on Service Operations and Logistics, and Informatics (SOLI 2018), Singapore, July/Aug. 2018. Presentation.
  28. K.V. Jeeva Padmini, P.S. Kankanamge, H.M.N. Dilum Bandara, and G.I.U.S Perera, “Challenges Faced by Agile Testers: A Case Study,” in Proc. 4th Moratuwa Engineering Research Conf. (MERCon 2018), Sri Lanka, May 2018. Presentation
  29. W.M.D.R. Prasad, G.I.U.S Perera, K.V. Jeeva Padmini, and H.M.N. Dilum Bandara, “Design Thinking Practices to Satisfy Customer Expectations in Agile Practices: A Case from Sri Lankan Software Development Industry,” in Proc. 4th Moratuwa Engineering Research Conf. (MERCon 2018), Sri Lanka, May 2018. Presentation
  30. Bhashinee Nirmali, Shanika Wickramasinghe, Thivanka Munasinghe, C.R.J. Amalraj, and H.M.N. Dilum Bandara, “Vehicular Data Acquisition and Analytics System for Real-Time Driver Behavior Monitoring and Anomaly Detection,” in Proc. 12th IEEE Int. Conf. on Industrial and Information Systems (ICIIS), Sri Lanka, Dec. 2017.
  31. Shashika R. Muramudalige and H.M.N. Dilum Bandara, “Automated Driver Scheduling for Vehicle Delivery,” in Proc. Kováčiková T., Buzna Ľ., Pourhashem G., Lugano G., Cornet Y., Lugano N. (eds) Intelligent Transport Systems – From Research and Development to the Market Uptake (INTSYS 2017), Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 222, pp. 215-225, Nov. 2017, Springer, Cham. Presentation
  32. R.N. Navagamuwa, K.J.P.G. Perera, M.R.M.J. Sally, L.A.V.N. Prashan, and H.M.N. Dilum Bandara, “Automated Query Generation for Complex Event Processing: A Shapelets, Parallel Coordinates, and Clustering Based Approach,” Int. J. of Computing and Digital Systems (IJCDS), vol. 6, no. 4, July 2017.
  33. Thilina Piyadasun, Buwaneka Kalansuriya, Malaka Gangananda, Minudika Malshan, H.M.N. Dilum Bandara, and Suresh Marru, “Rationalizing Police Patrol Beats Using Heuristic-Based Clustering,” in Proc. 3rd Moratuwa Engineering Research Conf. (MERCon 2017), Sri Lanka, May 2017.
  34. Nishantha Bandara and H.M.N. Dilum Bandara, “Critical Factors for Market Sales Promotion on Social Media in Banking Sector,” in Proc. 3rd Moratuwa Engineering Research Conf. (MERCon 2017), Sri Lanka, May 2017.
  35. R.N. Navagamuwa, K.J.P.G. Perera, M.R.M.J. Sally, L.A.V.N. Prashan, and H.M.N. Dilum Bandara, “Shapelets and Parallel Coordinates Based Automated Query Generation for Complex Event Processing,” IEEE Smart Data, China, Dec. 2016. Presentation
  36. R.S. Shariffdeen, D.T.S.P. Munasinghe, H.S. Bhathiya, U.K.J.U. Bandara, and H.M.N. Dilum Bandara, “Workload and Resource Aware Proactive Auto-Scaler for PaaS Cloud,” in Proc. 9th IEEE Int. Conf. on Cloud Computing (IEEE Cloud), San Francisco, USA, June/July 2016.Presentation
  37. Lajanugen Logeswaran, H.M.N. Dilum Bandara, and H.S. Bhathiya, “Workload, Performance, Resource, and Cost Aware Resource Provisioning in the Cloud,” in Proc. 9th IEEE Int. Conf. on Cloud Computing (IEEE Cloud), San Francisco, USA, June/July 2016.
  38. R.S. Shariffdeen, D.T.S.P. Munasinghe, U.K.J.U. Bandara, H.S. Bhathiya, and H.M.N. Dilum Bandara, “Adaptive Workload Prediction for Proactive Auto Scaling in PaaS Systems,” in Proc. 2nd Int. Conf. on Cloud Computing Technologies and Applications (CloudTech ’16), Marrakesh, Morocco, May 2016.
  39. H.M.C. Chandrathilake, H.T.S. Hewawitharana, R.S. Jayawardana, A.D.D. Viduranga, H.M.N. Dilum Bandara, Suresh Marru, and Srinath Perera, “Reducing Computational Time of Closed-Loop Weather Monitoring: A Complex Event Processing and Machine Learning Based Approach,” in Proc. 2nd Moratuwa Engineering Research Conf. (MERCon 2016), Sri Lanka, Apr. 2016. Presentation
  40. Sandareka Wickramanayake and H.M.N. Dilum Bandara, “Fuel Consumption Prediction of Fleet Vehicles Using Machine Leaning: A Comparative Study,” in Proc. 2nd Moratuwa Engineering Research Conf. (MERCon 2016), Sri Lanka, Apr. 2016.
  41. K.V. Jeeva Padmini, Indika Perera, and H.M.N. Dilum Bandara, “Applying Agile Practices to Avoid Chaos in User Acceptance Testing: A Case Study,” in Proc. 2nd Moratuwa Engineering Research Conf. (MERCon 2016), Sri Lanka, Apr. 2016. Presentation
  42. Prabodha Srimal Rodrigo, H.M.N. Dilum Bandara, and Srinath Perera, “Accelerating Complex Event Processing through GPUs,” 22nd IEEE Int. Conf. on High Performance Computing (HiPC 2015), India, Dec. 2015. Presentation
  43. Malintha Amarasinghe, Shashika Ranga Muramudalige, Sasikala Kottegoda, Asiri Liyana Arachchi, H.M.N. Dilum Bandara, and Afkham Azeez, “Cloud-based Driver Monitoring and Vehicle Diagnostic with OBD2 Telematics,” Int. J. of Handheld Computing Research (IJHCR), vol. 6, no. 4, 2015.
  44. K.G.D.C. Kehelwala, H.M.N. Dilum Bandara, R.A. Yasaratne, P. De Almeida, I.K.K.S. Ilesinghe, and P.D.K.E. Wickramasinghe, “Real-Time Grey Call Detection System Using Complex Event Processing,” in Proc. 22nd Annual Conf. of IET Sri Lanka Network, Sri Lanka, Sep. 2015 (ISSN 2345-9557).
  45. Deepal Jayasekara, Mohamed Infaz, Vishmi Money, Shemil Hashan, and H.M.N. Dilum Bandara, “A Resource and Policy Aware VM Scheduler for Medium-Scale Clouds,” in Proc. Int. Conf. on Advances in ICT for Emerging Regions (ICTer), Sri Lanka, Aug. 2015. Presentation
  46. Malintha Amarasinghe, Sasikala Kottegoda, Asiri Liyana Arachchi, Shashika Muramudalige, H.M.N. Dilum Bandara, Afkham Azeez, “Cloud-Based Driver Monitoring and Vehicle Diagnostic with OBD2 Telematics,” in Proc. Int. Conf. on Advances in ICT for Emerging Regions (ICTer), Sri Lanka, Aug. 2015. Presentation
  47. Asanka Dias and H.M.N. Dilum Bandara, “Computing Requirements of Sri Lankan Scientific Community,” in Proc. Moratuwa Engineering Research Conf. (MERCon 2015), Sri Lanka, Apr. 2015, pp. 283-288. Presentation
  48. Supun Nakandala, Sachith Dhanushka Withana, Dinu Kumarasiri, Hirantha Jayawardena, H.M.N. Dilum Bandara, Srinath Perera, Suresh Marru, and Sudhakar Pamidighantam, “Schema Independent Scientific Data Cataloging Framework,” in Proc. Moratuwa Engineering Research Conf. (MERCon 2015), Sri Lanka, Apr. 2015, pp. 289-294. Presentation
  49. K.V. Jeeva Padmini, H.M.N. Dilum Bandara, and Indika Perera, “Use of Software Metrics in Agile Software Development Process,” in Proc. Moratuwa Engineering Research Conf. (MERCon 2015), Sri Lanka, Apr. 2015, pp. 312-317. Presentation
  50. H.M.N. Dilum Bandara and Anura P. Jayasumana, “P2P-Based Multi-Attribute Resource Discovery Under Real-World Resources and Queries,” ACM Transactions on Internet Technology, Vol. 15, no. 1, 2015.
  51. H.M.N. Dilum Bandara and Anura P. Jayasumana, “Resource and Query Aware, Multi-Attribute Resource Discovery for P2P Systems,” Int. J. of Computing and Network Technology, vol. 2, no. 2, 2014, pp. 47-57.
  52. H.M.N. Dilum Bandara and Anura P. Jayasumana, “Distributed, Multi-User, Multi-Application, and Multi-Sensor Data Fusion Over Named Data Networks,” Computer Networks, vol. 57, no. 16, Nov. 2013, doi: 10.1016/j.comnet.2013.07.033
  53. H.M.N. Dilum Bandara and Anura P. Jayasumana, “Community-Based Caching for Enhanced Lookup Performance in P2P Systems,” IEEE Transactions on Parallel and Distributed Systems, vol. 24, no. 9, Sep. 2013, doi: 10.1109/TPDS.2012.270.
  54. H.M.N. Dilum Bandara, Anura P. Jayasumana, and M. Zink, “Radar Networking in Collaborative Adaptive Sensing of Atmosphere: State of the Art and Research Challenges,” in Proc. IEEE Globecom workshop on Radar and Sonar Networks, Anaheim, CA, USA, Dec. 2012. Presentation.
  55. H.M.N. Dilum Bandara and Anura P. Jayasumana, “Collaborative Applications over Peer-to-Peer Systems – Challenges and Solutions,” Peer-to-Peer Networking and Applications, Springer, vol. 6, no. 3, 2012, pp. 257-276. Preliminary version.
  56. H.M.N. Dilum Bandara and Anura P. Jayasumana, “Resource and Query Aware, Peer-to-Peer-Based Multi-Attribute Resource Discovery,” in Proc. 37th IEEE Conf. on Local Computer Networks (LCN ’12), Clearwater, FL, USA, Oct. 2012. Poster Slides.
  57. P. Lee, Anura P. Jayasumana, H.M.N. Dilum Bandara, S. Lim, and V. Chandrasekar, “A Peer-to-Peer Collaboration Framework for Multi-Sensor Data Fusion,” Journal of Network and Computer Applications, vol. 35, no. 2, May 2012, pp. 1052-1066.
  58. H.M.N. Dilum Bandara and Anura P. Jayasumana, “Evaluation of P2P Resource Discovery Architectures Using Real-Life Multi-Attribute Resource and Query Characteristics,” in Proc. IEEE Consumer Communications and Networking Conf. Las Vegas, USA (CCNC ’12), Jan. 2012. Presentation
  59. H.M.N. Dilum Bandara and Anura P. Jayasumana, “On Characteristics and Modeling of P2P Resources with Correlated Static and Dynamic Attributes,” in Proc. IEEE GLOBECOM ’11, Houston, USA, Dec. 2011. Presentation
  60. H.M.N. Dilum Bandara and Anura P. Jayasumana, “Characteristics of Multi-Attribute Resources/Queries and Implications on P2P Resource Discovery,” in Proc. 9th ACS/IEEE Int. Conf. on Computer Systems and Applications (AICCSA ’11), Sharm El-Sheikh, Egypt, Dec. 2011.
  61. H.M.N. Dilum Bandara, Anura P. Jayasumana, and Tissa H. Illangasekare, “A Top-Down Clustering and Cluster-Tree Based Routing Scheme for Wireless Sensor Networks,” Int. Journal of Distributed Sensor Networks, vol. 2011.
  62. H.M.N. Dilum Bandara and Anura P. Jayasumana, “Exploiting Communities for Enhancing Lookup Performance in Structured P2P Systems,” in Proc. IEEE Int. Conf. on Communications (ICC ’11), Kyoto, Japan, June 2011. Presentation
  63. H.M.N. Dilum Bandara, Anura P. Jayasumana, and T.H. Illangasekare, “Cluster tree based self organization of virtual sensor networks,” in Proc. IEEE Globecom workshop on Wireless Mesh and Sensor Networks: Paving the Way to the Future or yet Another…?, New Orleans, USA, Nov. 2008. Presentation
  64. H.M.N. Dilum Bandara, Anura P. Jayasumana, and I. Ray, “Key pre-distribution based secure backbone design for wireless sensor networks,” in Proc. 3rd IEEE Int. Workshop on Practical Issues in Building Sensor Network Applications (SenseApp), 33rd IEEE Conf. on Local Computer Networks (LCN), Montreal, Canada, Oct. 2008, pp. 786-793. Presentation
  65. H.M.N. Dilum Bandara and Anura P. Jayasumana, “An enhanced top-down cluster and cluster tree formation algorithm for wireless sensor networks,” 2nd Int. Conf. on Industrial and Information Systems (ICIIS 2007), Sri Lanka, Aug. 2007, pp. 565-570. Presentation
  66. H.M.N. Dilum Bandara, S.M.R.P. De Silva, and P.W.H.D. Weerasinghe, “The universal biometric system,” 6th Int. Information Technology Conf. (IITC 2004), Sri Lanka, Nov. 2004, ISBN: 955-8974-01-3. Presentation

Posters

Datasets

  • Dilum Bandara, Shiping Chen, Mark Staples, Sherry Xu, Qinghua Lu, Christopher Klinkmueller, Yilin Sai, Adnene Guabtni, Chen Wang, and Jeff Wang, “Ethereum Data from (Dec 2017 – Sep 2020) v1,” CSIRO Data Collection, DOI: 10.25919/acgt-mz13

Presentations/Talks

Thesis

Other