Innovative Research and Development

Practical and Responsible Large-scale Data Quality, Analytics and Management. AI/ML-powered Context-aware, Composable Anomaly Detection. ML/LLMs Stacks and AI Agents.

Scientific Publications

  • (c5) Hong-Linh Truong and Nguyen Ngoc Nhu Trang, Analytics Feature Space: a Novel Framework for Interoperable Edge Machine Learning Detection (Submitted manuscript). The 12th European Conference on Service-Oriented and Cloud Computing (ESOCC 2026), September 7 - 8, 2026, Bolzano, Italy.

  • (c4) Ngoc Nhu Trang Nguyen and Hong-Linh Truong, Supporting Context-aware AI-augmented Data Extraction Features for Industrial Technical Documents (PDF). 9th International Workshop on Smart Computing and Applications, IEEE 50th Annual Computers, Software, and Applications Conference (COMPSAC 2026), July 7-10, 2026, Madrid, Spain, pp. 2619-2624, doi: 10.1109/COMPSAC69091.2026.00392.

  • (j1) Hong-Linh Truong and Ngoc Nhu Trang Nguyen, TENSAI - Practical and Responsible Observability for Data Quality-aware Large-scale Analytics (ACM Open Access). Journal of Data and Information Quality (JDIQ), December 2024. https://doi.org/10.1145/3708014, 43 pages.

  • (c3) Hong-Linh Truong and Ngoc Nhu Trang Nguyen, CuLao - Constructing Utilities of Large Language Models in Resource-Constrained Environments (PDF)/(ACM PDF). ACM 4th International Conference on Information Technology for Social Good (GoodIT 2024), Bremen, Germany, 2024, pp. 100 - 104, doi: 10.1145/3677525.3678648.

  • (c2) Nguyen Ngoc Nhu Trang and Hong-Linh Truong, Context-aware, Composable Anomaly Detection in Large-scale Mobile Networks (PDF). IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC 2023), Torino, Italy, 2023, pp. 183-192, doi: 10.1109/COMPSAC57700.2023.00032.

  • (c1) Hong-Linh Truong and Nguyen Ngoc Nhu Trang, HAIVAN: a Holistic ML Analytics Infrastructure for a Variety of Radio Access Networks (PDF). IEEE International Conference on Big Data (Big Data 2022), Osaka, Japan, 2022, pp. 2389-2393, doi: 10.1109/BigData55660.2022.10020515.

    • Reports

  • Ngoc Nhu Trang Nguyen and Hong-Linh Truong (2025). Composable Analytics for Complex Domain Subjects: The Case of Energy Analytics in Mobile Networks. (PDF)

    • Talks and Presentations

  • Yaly-EDP@IEEECompsac2026 (Conference Talk).

  • CuLao@ACMGoodIT2024 (Conference Poster).

  • DAD@IEEECompsac2023 (Conference Talk).

  • HAIVAN@IEEEBigData2022 (Conference Talk).