Tien-Dung Cao

According to our database, Tien-Dung Cao authored at least 20 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Asyn2F: An Asynchronous Federated Learning Framework with Bidirectional Model Aggregation.

Tien-Dung Cao, Nguyen T. Vuong, Thai Q. Le, Hoang V. N. Dao, Tram Truong Huu

CoRR, 2024

2023

Making distributed edge machine learning for resource-constrained communities and environments smarter: contexts and challenges.

Hong Linh Truong, Tram Truong Huu, Tien-Dung Cao

J. Reliab. Intell. Environ., June, 2023

Optimizing GANs using Relativistic Discriminator with Margin Losses for Semi-supervised Learning.

Duc-Thao Do, Tien-Dung Cao, Hien Tran, Huy Quoc Le

Proceedings of the 12th International Symposium on Information and Communication Technology, 2023

2022

A federated deep learning framework for privacy preservation and communication efficiency.

Tien-Dung Cao, Tram Truong Huu, Hien Tran, Khanh Tran

J. Syst. Archit., 2022

Enabling Awareness of Quality of Training and Costs in Federated Machine Learning Marketplaces.

Tien-Dung Cao, Hong-Linh Truong, Tram Truong Huu, Minh-Tri Nguyen

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

2021

An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator.

Cuong V. Nguyen, Tien-Dung Cao, Tram Truong Huu, Khanh N. Pham, Binh T. Nguyen

CoRR, 2021

MAppGraph: Mobile-App Classification on Encrypted Network Traffic using Deep Graph Convolution Neural Networks.

Thai-Dien Pham, Thien-Lac Ho, Tram Truong Huu, Tien-Dung Cao, Hong Linh Truong

Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2020

A Federated Learning Framework for Privacy-preserving and Parallel Training.

Tien-Dung Cao, Tram Truong Huu, Hien Duy Tran, Khanh Tran

CoRR, 2020

2018

Exploring Message Correlation in Crowd-Based Data Using Hyper Coordinates Visualization Technique.

Tien-Dung Cao, Dinh-Quyen Nguyen, Hien Duy Tran

Proceedings of the Predictive Econometrics and Big Data, 2018

2016

MARSA: A Marketplace for Realtime Human Sensing Data.

Tien-Dung Cao, Tran Vu Pham, Quang Hieu Vu, Hong Linh Truong, Duc-Hung Le, Schahram Dustdar

ACM Trans. Internet Techn., 2016

IoT Services for Solving Critical Problems in Vietnam: A Research Landscape and Directions.

Tien-Dung Cao, Hanh Huu Hoang, Hiep Xuan Huynh, Binh-Minh Nguyen, Tran Vu Pham, Minh-Triet Tran, Vu The Tran, Hong Linh Truong

IEEE Internet Comput., 2016

2014

Proxy-Monitor: An Integration of Runtime Verification with Passive Conformance Testing.

Sébastien Salva, Tien-Dung Cao

Int. J. Softw. Innov., 2014

2013

A Model-Based Testing Approach Combining Passive Conformance Testing and Runtime Verification: Application to Web Service Compositions Deployed in Clouds.

Sébastien Salva, Tien-Dung Cao

Proceedings of the Software Engineering Research, 2013

Protecting Software as a Service in the Clouds by Validation.

Tien-Dung Cao, Kevin Chiew

Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013

2012

An Approach to Automated Runtime Verification for Timed Systems: Applications to Web Services.

Tien-Dung Cao, Richard Castanet, Patrick Félix, Kevin Chiew

J. Softw., 2012

2011

Testing of Web Services: Tools and Experiments.

Tien-Dung Cao, Richard Castanet, Patrick Félix, Gerardo Morales

Proceedings of the 2011 IEEE Asia-Pacific Services Computing Conference, 2011

2010

WebMov: A Dedicated Framework for the Modelling and Testing of Web Services Composition.

Ana R. Cavalli, Tien-Dung Cao, Wissam Mallouli, Eliane Martins, Andrey Sadovykh, Sébastien Salva, Fatiha Zaïdi

Proceedings of the IEEE International Conference on Web Services, 2010

Automated Runtime Verification for Web Services.

Tien-Dung Cao, Trung-Tien Phan-Quang, Patrick Félix, Richard Castanet

Proceedings of the IEEE International Conference on Web Services, 2010

Online Testing Framework for Web Services.

Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada

Proceedings of the Third International Conference on Software Testing, 2010

2009

Testing Web Services Composition Using the TGSE Tool.

Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada

Proceedings of the 2009 IEEE Congress on Services, Part I, 2009