Home » AI Researchs » Research Team » Distributed Computing Systems

Introduction

A distributed computing system contains multiple computers that are connected to work on a single problem. These computers can be located near together or geographically distributed at many places in the world and connected through the Internet network. A notable example of distributed computing systems is blockchain network. In recent years, blockchain, a decentralized ledger of transactions, has been considered one of the promising technologies that can make considerable changes to operations of companies, organizations, and governments over the world. This technology is predicted to break out of impact degree over the next five years, according to the report of the top ten strategic technologies in 2020 of Gartner.

Our group focuses on research and development of distributed systems in multiple domains such as finance, education, transportation, health, etc. In addition, we have a great interest in blockchain-related technologies used to enhance effectiveness, transparency, security, and reduce organizations’ costs. See the slides here for more detail.

Contact: Assoc. Prof. Nguyen Binh Minh, Email: minhnb@soict.hust.edu.vn

Research Directions

  • Blockchain technology: research core components of blockchain technology such as consensus algorithm, smart contract, privacy, etc., then propose novel approaches to enhance effectiveness, transparency, security.
  • Blockchain and AI: combine blockchain and AI to have advantages of two technologies for multiple problems such as optimizing parameters for consensus algorithm, predicting price of token, deploying AI services on blockchain networks.
  • Data analysis on blockchain networks: collect and analyze data available on available networks, including tokens, NFT, transaction history, relationship between wallets, etc., then provide evaluation and prediction.

Research Problems

  • Blockchain-based application development platform: develop a platform that supports the development and deployment of decentralized applications without much coding through offering multiple ready-to-use microservices and APIs.
  • Blockchain-based applications: develop applications for different domains such as Fintech, DeFi, NFT creation, copyright management, red book management, certificate authentication, product traceability, etc.
  • Consensus algorithm: extend existing consensus models with new capabilities that easily implement the organization’s policy.
  • KYC identification on blockchain network: identify the same users on multiple networks, provide a unique identifier for users.
  • Cross-chain brige: support asset exchange between multiple networks. Therefore, users can easily transfer and manage their assets.
  • Credit-score for blockchain domain: identify a credit score for each wallet on the blockchain network based on multiple parameters. As such, users can obtain a better interest rate when participating in lending pools.
  • Decentralized storage: research and develop decentralized storage and sharing systems using IPFS, encryption technologies, and blockchain.

Team Members

Assoc. Prof. Nguyen Binh Minh
Team Leader

Dr. Nguyen Huu Duc
Member

Dr. Michel TOULOUSE
Member

Dr. Do Ba Lam
Member

Dr. Trinh Tuan Dat
Member

Dr. Tran Vinh Duc
Member

Dr. Dao Thanh Chung
Member

Dr. Vu Van Thieu
Member

Projects and Solutions

Latest Publications

Publications in 2024

  1. Sikandar Ali Qalati, Domitilla Magni, and Faiza Siddiqui. Senior Management's Sustainability Commitment and Environmental Performance: Revealing the Role of Green Human Resource Management Practices.. Business Strategy and the Environment. 02/08/2024
  2. Hoang Hai Tran, Thi Ha La, Van Thieu Vu, Dinh Minh Vu. Deep Inductive Transfer Learning Approach for Network Attacks Detection. 2023 International Conference on Advanced Computing and Analytics (ACOMPA). 64-69. Da Nang City, Vietnam. 22/11/2023
  3. T. K. Lai, and I. L. Ngo. A new design and optimization of VD-ECF micro-pump: Advancements in electrohydraulic performance. Physics of Fluids. 29/07/2024
  4. Thi-Huong-Giang Vu, Tuan-Dat Trinh, Trung-Hieu Tran. Authorization model for microservice-based ERP software. Proceedings of the International Conference on Intelligent Systems and Networks - ICISN 2024. 615-622. Hanoi, Vietnam. 22/03/2024
  5. T. K. Lai, and I. L. Ngo. An investigation on the thermo-electrohydraulic performance of novel ECF micro-pump.. International Journal of Heat and Mass Transfer. 29/09/2024
  6. Sikandar Ali Qalati, MengMeng Jiang, Samuel Gyedu, and Emmanuel Kwaku Manu. Do Strong Innovation Capability and Environmental Turbulence Influence the Nexus Between Customer Relationship Management and Business Performance?. Business Strategy and the Environment. 02/07/2024
  7. T. K. Lai, K. D. Tran, and I. L. Ngo. A numerical study on the thermo-electrohydrodynamic performance of ECF micro-pumps. Sustainability and Emerging Technologies for Smart Manufacturing. 29/04/2024
  8. Tran Hoang Hai, Vu Van Thieu, Doan Minh Hieu. Credit Card Service Churn Prediction by Machine Learning Models. JST: SMART SYSTEMS AND DEVICES. 16-22. 10/12/2023
  9. T. K. Lai, and I. L. Ngo. An investigation on the electrohydraulic performance of novel ECF micro-pump with NACAshaped electrodes. Theoretical and Computational Fluid Dynamics. 29/02/2024
  10. JYE Tin, WW Tan, AA Bakar, MS Mahali, FF Lothai, NF Mohammad, SSA Hassan & KF Chin. A Conceptual Design of Sustainable Solar Photovoltaic (PV) Powered Corridor Lighting System with IoT Application. ICREEM 2022. 09/03/2024
  11. Binh Minh Nguyen; Thieu Nguyen; Quoc-Hien Vu; Tran Huy Hung; Tran Hoang Hai; Huynh Thi Thanh Binh; Van-Dang Tran. Dholes Hunting-A Multi-Local Search Algorithm Using Gradient Approximation and Its Application for Blockchain Consensus Problem. IEEE Access. 93333-93349. 11/06/2024
  12. Tung Trinh; Huy Hai Nguyen; Thang Nguyen; Duc Tran; Binh Minh Nguyen. Entity Detection in EVM-based Blockchain Networks Using Machine Learning. 2024 IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS). 61-68. Thượng Hải, Trung Quốc. 16/07/2024
  13. Viet-Thang Doan, Tuan-Dat Trinh. Zero-knowledge-proof-based protocol connecting traditional finance to decentralized finance. Proceedings of the International Conference on Intelligent Systems and Networks - ICISN 2024. 406-415. Hanoi, Vietnam. 22/03/2024

Publications in 2023

  1. Thanh-Truong Pham, Tuan-Dat Trinh. Scoring model for NFT evaluation. SOICT 2023: The 12th International Symposium on Information and Communication Technology. 157-164. Ho Chi Minh Vietnam. 07/12/2023
  2. Nguyễn Đức Ca, Phan Thị Thu, Hoàng Thị Minh Anh, Phạm Ngọc Dương, Nguyễn Hoàng Giang, Nguyễn Lệ Hằng. Nâng cao hiệu quả quản trị đại học trong bối cảnh đổi mới giáo dục tại Việt Nam. Tạp chí khoa học giáo dục Việt Nam. 14/03/2023
  3. Sikandar Ali Qalati, Sonia Kumari, Kayhan Tajeddini, Namarta Kumari Bajaj, and Rajib Ali. Innocent devils: The varying impacts of trade, renewable energy and financial development on environmental damage: Nonlinearly exploring the disparity between developed and developing nations. Journal of Cleaner Production. 02/02/2023
  4. Nguyen Binh Minh; Nguyen Thieu; Vu Quoc Hien; Tran Huy Hung; Vo Hiep; Son Do Bao; Binh Huynh Thi Thanh; Yu Shui; Wu Zongda. A Novel Nature-inspired Algorithm for Optimal Task Scheduling in Fog-Cloud Blockchain System. IEEE Internet of Things Journal. 1-1. 23/06/2023
  5. Wu Qinqin, Sikandar Ali Qalati, Rana Yassir Hussain, Hira Irshad, Kayhan Tajeddini, Faiza Siddique, Thilini Chathurika Gamage. The effects of enterprises' attention to digital economy on innovation and cost control: Evidence from A-stock market of China. Journal of Innovation & Knowledge. 02/12/2023
  6. Anh Luu , Tuan-Dat Trinh , and Van-Thanh Nguyen. A General Framework for Blockchain Data Analysis. Research Challenges in Information Science. 121-135. Corfu, Greece. 23/05/2023
  7. Vu Hoang Long, Tran Quang Anh, Do Bao Son, Ta Huu Binh, Binh Minh Nguyen, Huynh Thi Thanh Binh. GAPRO: An Adaptive User-centric Resource Allocation and Task Offloading Strategy for Multi-access Edge Computing. SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology. 260-267. Ho Chi Minh city, Vietnam. 06/12/2023
  8. Sikandar Ali Qalati, Belem Barbosa, and Blend Ibrahim. Factors influencing employees’ eco-friendly innovation capabilities and behavior: the role of green culture and employees’ motivations. Environment, Development and Sustainability. 02/10/2023
  9. Tran Hoang Hai, Vu Van Thieu, Tran Thai Duong, Hong Hoa Nguyen, Eui-nam Huh. A Proposed New Endpoint Detection and Response With Image-Based Malware Detection System. IEEE Access. 122859-122875. 19/10/2023
  10. Ngoc Phuong Bui, Minh-Tri Hoang, Thang Nguyen, Huu-Hai-Quan Dinh, Binh Minh Nguyen. An Enhanced Tendermint Consensus Protocol Powered by Elliptic Curve VRF for Beacon Chain Model. SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology. 517–524. Ho Chi Minh. 06/12/2023
  11. Vinh Duc Tran, Phi Thuong Le and Viet Cuong Trinh. A Secure Proxy Re-Signature Scheme for IoT. Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications. 174-188. 01/03/2023
  12. Ta Huu Binh, Do Bao Son, Hiep Khac Vo, Binh Minh Nguyen, Huynh Thi Thanh Binh. Reinforcement Learning for Optimizing Delay-Sensitive Task Offloading in Vehicular Edge-Cloud Computing. IEEE Internet of Things Journal. 2058-2069. 23/06/2023
  13. Sikandar Ali Qalati , Belem Barbosa & Shuja Iqbal. The effect of firms’ environmentally sustainable practices on economic performance. Economic. Economic Research-Ekonomska Istraživanja. 02/06/2023
  14. Do Bao Son, Hiep Khac Vo, Ta Huu Binh, Tran Hoang Hai, Binh Minh Nguyen, Huynh Thi Thanh Binh. Reinforcement-Learning-Based Deadline Constrained Task Offloading Schema for Energy Saving in Vehicular Edge Computing System. 2023 International Joint Conference on Neural Networks (IJCNN). 18/06/2023
  15. Yeow Meng Chee; Tien Long Nguyen; Vinh Duc Tran; Van Khu Vu. Maximal Length Constrained de Bruijn Sequences. IEEE International Symposium on Information Theory - Proceedings. 684-689. Đài Loan. 25/06/2023