Ongoing projects:

• MLAnywhere: a middleware for distributed ML model training over heterogeneous public computing services which include cloud-based or edge devices (funded by MOE Tier-1 Grant)

• LearningChain: a blockchain based mobile application for educational purposes (funded by NTU Edex Grant).

• ATFM: a multi-agent system with reinforcemement learning for adaptive air traffic flow management (funded by ATMRI-CAAS).

Open positions in Hyperledger Fabric, Ethereum development, ML/RL, Python, cloud computing:

• Research intern: we are looking for exceptional students who are willing to spend at least 4-5 months full-time here. Monthly stipend is available.

• Full-time developer with demonstrable experience in the above areas.

• The positions will be based at the School of Computer Science and Engineering, NTU, Singapore. Contact: Ta Duong @ SCSE, NTU.

Team and Collaborators

• Ta Duong, SCSE, NTU, Singapore
• Hong-Linh Truong, AaltoSEA Group, Department of Computer Science, Aalto University, Finland

Publications

• Ta Duong, Ketan Kumar Todi, Umang Chaudhary, Hong-Linh Truong, Decentralizing Air Traffic Flow Management with Blockchain-based Reinforcement Learning,The 2019 IEEE International Conference on Industrial Informatics (INDIN’19),22-25 July 2019, Helsinki-Espoo, Finland