- Publications under review: Daily water discharge and level forecast for the upper Citarum river using advanced recurrent neural networks with Genetic Algorithm preprocessing; Log Anomaly Detection on Lightweight Transformers for Resource-Efficient Distributed File System
- Book Chapters: Advanced Sensing and Automation Technologies
Research Experience
Deputy Head of Electrical Engineering and Informatics Department, Vocational College, Assistant Professor, Professional Engineer. Adjunct Fellow (Honorary Appointment) at the University of Technology Sydney.
Education
- PhD: March 2018 - December 2021, University of Technology Sydney (UTS), Australia, Thesis: Novel Architectures and Networking Solutions for Intelligent Mobile Edge Computing Networks, Advisers: Assoc. Prof. Diep N. Nguyen, Assoc. Prof. Dinh Thai Hoang, and Prof. Eryk Dutkiewicz.
- MSc: September 2012 - August 2014, Seoul National University of Science and Technology (SeoulTech), South Korea, Thesis: Design of Energy-Efficient Multi-Radio System, Adviser: Prof. Ji Hoon Yun.
- BEng: August 2006 - July 2010, Bandung Institute of Technology (ITB), Indonesia, Thesis: Simulation and Analysis of Packet Loss and Delay Jitter Effects on H.264 Scalable Video Coding Quality, Adviser: Assoc. Prof. Hendrawan.
Background
Research interests include Wi-Fi and cellular network technology, mobile computing and vehicular networks, machine learning (Deep Learning, Federated Learning, Transfer Learning), Internet-of-Things, mobile edge/fog computing, caching, and communication, contract theory and game theory (Stackelberg game, non-cooperative game), performance optimization and efficient energy management, engineering mathematics, convex optimization, learning algorithms, and performance analysis.
Miscellany
Certified Artificial Intelligence Practitioner (CAIP), Certified Data Scientist (CDS), Certified IoT Practitioner (CIoTP), and Certified IoT Security Practitioner (CIoTSP).