Publications
Journals/Magazines & Proceeding of Intl. Conferences/Workshops (by Review) DBLP Google Scholar, Scopus, Web Of Science
2023
[C15] Duc-Thao Do, Tien-Dung Cao, Hien Tran, Huy Quoc Le, "Optimizing GANs using Relativistic Discriminator with Margin Losses for Semi-supervised Learning", The 12th International Symposium on Information and Communication Technology (SOICT 2023), Dec 7--8, 2023, Ho Chi Minh City, Vietnam.
2022
[C14] Tien-Dung Cao, Hong-Linh Truong, Tram Truong-Huu, Minh-Tri Nguyen, "Enabling Awareness of Quality of Training and Costs in Federated Machine Learning Marketplaces", 15th IEEE/ACM International Conference on Utility and Cloud Computing, Dec 6-9, 2022 - Vancouver, Washington, USA.
[J6] Hong-Linh Truong, Tram Truong-Huu, Tien-Dung Cao, "Making Distributed Edge Machine Learning for for Resource-Constrained Communities and Environments Smarter: Contexts and Challenges", Journal of Reliable Intelligent Environments. Vol 9, pages 119–134 (2023)
[J5] Tien-Dung Cao, Tram Truong-Huu, Hien Tran, Khanh Tran "A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency", Journal of Systems Architecture, Special Issue on Cyber Security for Internet of Things, Volume 124, March 2022, 102413.
2021
[C13] Thai-Dien Pham, Thien-Lac Ho, Tram Truong-Huu, Tien-Dung Cao, Hong-Linh Truong, “MAppGraph: Mobile-App Classification on Encrypted Network Traffic using Deep Graph Convolution Neural Networks”, Annual Computer Security Applications Conference - ACSAC’2021.
2019
[C12] Tran Anh Tuan, Tien-Dung Cao, Tram Truong-Huu, "DIRAC: A Hybrid Approach to Customer Demographics Analysis for Advertising Campaigns", The 2019 6th NAFOSTED Conference on Information and Computer Science (NICS).
2018
[C11] Tien-Dung Cao, Dinh-Quyen Nguyen, Hien Duy Tran, "Exploring Message Correlation in Crowd-Based Data Using Hyper Coordinates Visualization Technique", in Predictive Econometrics and Big Data, Studies in Computational Intelligence Vol 753, Springer (Invited paper from TES'2018).
2016
[J4] Tien-Dung Cao, Huu-Hanh Hoang, Hiep Xuan Huynh, Binh-Minh Nguyen, Tran-Vu Pham, Quang Tran-Minh, The-Vu Tran, Hong-Linh Truong, "IoT Services for Solving Critical Problems in Vietnam: A Research Landscape and Directions", IEEE Internet Computing, Vol 20, No. 5, Sep/Oct 2016, pp. 76-81.
[J3] Tien-Dung Cao, Tran-Vu Pham, Quang-Hieu Vu, Hong-Linh Truong, Duc-Hung Le, Schahram Dustdar, "MARSA: A Marketplace for Realtime Human-Sensing Data", ACM Transactions on Internet Technology, Vol 16, No 3, May 2016, pp. 16:1 - 16:21
[C10] Tien-Dung Cao, Hong-Linh Truong, "Analyzing and Conceptualizing Monitoring and Analytics as a Service for Grain Warehouses", in Recent Developments in Intelligent Information and Database Systems, Studies in Computational Intelligence, Vol 642, 2016, pp. 161–171, Springer, (Accepted paper from ACIIDS'2016)
2014
[J2] Sebastien Salva, Tien-Dung Cao. "Proxy-Monitor: An integration of runtime verification with passive conformance testing". International Journal of Software Innovation, Vol 2, No 2, April-June 2014, pp 20-42, IGI Global. (Invited, extension of SERA 2013)
2013
[C9] Sebastien Salva, Tien-Dung Cao. "A Model-based testing approach combining passive conformance testing and runtime verification. Application to Web service compositions deployed in Clouds". Studies in Computational Intelligence, Vol 496, 2014, pp. 99–116, Springer (Selected paper from 11th International Conference on Software Engineering Research, Management and Applications, SERA 2013)
2012
[C8] Tien-Dung Cao, Kevin Chiew. "Protecting Software as a Service in the Clouds by Validation". The 1st International Workshop on Analytics Services on the Cloud, in conjunction with ICSOC, Nov 12, 2012, Shanghai, China. (Springer-Verlag, LNCS 7759, pp. 35–46)
[J1] Tien-Dung Cao, Richard Castanet, Patrick Felix, Kevin Chiew. "An Approach to Automated Runtime Verification for Timed Systems: Applications to Web Services". Journal of Software, Vol 7, No 6, June 2012, pp 1338 – 1350.
2011
[C7] Tien-Dung Cao, Richard Castanet, Patrick Felix, Gerardo Morales. "Testing of Web services: Tools and Experiments", The 2011 IEEE Asia-Pacific Services Computing Conference, Dec 12 – 15, 2011, Jeju, Korea.
[C6] Tien-Dung Cao, Richard Castanet, Patrick Felix. "Service Web: du test actif au test passif". (short paper in French) CFIP2011, May 10 -13, Sainte-Maxime, France.
2010
[C5] Tien-Dung Cao, Trung-Tien Phan-Quang, Patrick Felix, Richard Castanet. "Automated Runtime Verification for Web Services, The 8th IEEE International Conference on Web Services, July 5 – 10, 2010 – Miami, Florida, USA.
[C4] Ana Cavalli, Tien-Dung Cao, Wissam Mallouli, Martins Eliane, Sadovykh Andrey, Sebastien Salva, Fatiha Zaidi. "WebMov: A dedicated framework for the modelling and testing of Web Services composition", The 8th IEEE International Conference on Web Services, July 5 – 10, 2010 – Miami, Florida, USA.
[C3] Tien-Dung Cao, Patrick Felix, Richard Castanet. "WSOTF: An automatic testing tool for web services composition", The 5th International Conference on Internet and Web Applications and Services, May 9 – 15, 2010 – Barcelona, Spain.
[C2] Tien-Dung Cao, Patrick Felix, Richard Castanet, Ismail Berrada. "Online Testing Framework for Web services", The 3rd IEEE International Conference on Software Testing, Verification and Validation, April 6 – 9, 2010, Paris, France.
2009
[C1] Tien-Dung Cao, Patrick Felix, Richard Castanet, Ismail Berrada. "Testing Web services composition using the TGSE tool", IEEE 3rd International Workshop on Web Services Testing (WS-Testing 2009), July 7, 2009, Los Angeles, CA, USA.