Dr. Cao Tien Dung

Dean of School of Information Technology

Dr. Cao Tien Dung – Dean 
School of Information Technology
Email: dung.cao@ttu.edu.vn
Website:

Scientific curriculum vitae:

 

Teaching field

  • Computer Science (Programming Languages, Data Structures, Databases, Big Data).

 

Research field

  • Data Science.
  • Machine learning.
  • Big data.

 

Scientific publication

International paper

  1. Hong-Linh Truong, Tram Truong-Huu, Tien-Dung Cao, “Making Distributed Edge Machine Learning for Resource-Constrained Communities and Environments Smarter: Contexts and Challenges”, Journal of Reliable Intelligent Environments.

 

  1. 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.

 

  1. 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.

 

  1. 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.

 

  1. 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).

 

  1. 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.

 

Proceedings of the scientific conference

International Conference

  1. 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.

 

  1. 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.

 

  1. 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.

 

  1. 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).

 

  1. 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).

 

  1. 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).

 

  1. 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).

 

  1. 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.

 

  1. 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.

 

  1. 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.

 

  1. 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.

 

  1. 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.

 

  1. 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.

 

  1. 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.

 

Project

  1. Topic: “Vật liệu nano kim loại plasmonic và ứng dụng cho cảm biến quang học sử dụng trí tuệ nhân tạo”, sponsored by NAFOSTED fund, ID: 104.99-2021.56.

      Role: key member.

      Implementation period: January 2023 – December 2024.

 

  1. Topic: “Nghiên cứu cảm biến kháng sinh dựa trên vật liệu nano vàng-aptamer kết hợp điện thoại thông minh”, sponsored by VAST fund, ID: VAST03.04/23-24.

      Role: key member.

      Implementation period: January 2023 – December 2024.

 

  1. Topic: “Xây dựng chợ mô hình học máy huấn luyện theo hình thức phân tán”, sponsored by Tan Tao University.

      Role: Principle Investigator.

      Implementation time: April 2022 – April 2024.

 

  1. T “Phân tán quá trình học sâu có xem xét yếu tố bảo vệ dữ liệu”, sponsored by Tan Tao University.

      Role: Principle Investigator.

      Implementation time: August 2019 – August 2021.

 

  1. Topic: “Phân loại ứng dụng mạng thông qua phân tích các gói tin bằng phương pháp học sâu”, sponsored by Tan Tao University.

      Role: Principle Investigator.

      Implementation time: August 2020 – August 2021.

 

  1. Topic: “Mô hình và kiểm định các dịch vụ Web” sponsored by French National Research Fund.

      Role: PhD student.

      Implementation period: December 2007 – August 2010.