Bài báo “Transformer-based End-to-End Object Detection in Aerial Images”
Sinh viên thực hiện:
Hoàng Ngọc Cư – 20520145 – CNTT2020 – Tác giả chính
Hứa Phú Thiên – 20521946 – CNTT2020 – Đồng tác giả
Giảng viên hướng dẫn:
Th.S Võ Tấn Khoa
Th.S Nguyễn Thị Anh Thư
PGS. TS. Nguyễn Hoàng Tú Anh
Tóm tắt bài báo:
Scholarship administration plays a critical role within higher educational systems, ensuring deserving students have the financial resources to pursue their education. Nevertheless, conventional scholarship administration methods often encounter fraud, mismanagement, restricted accessibility, and the difficult process of authenticating scholarship applicants. The potential of blockchain technology lies in revolutionizing scholarship administration by providing a decentralized, transparent, and secure structure. Despite its potential, blockchain faces scalability challenges, owing to its lower throughput and latency performance compared to non-blockchain systems. This study introduces a decentralized scholarship management model that leverages blockchain technology and zk-rollups, a layer 2 scaling solution. The implementation is on Polygon zkEVM, using Solidity for smart contracts and other contemporary technologies. The experiment conducted by the researchers revealed that the application utilizing zk-rollup technology necessitates transaction costs that are approximately 25 times lower and operates nearly 53% faster than the system implemented on layer 1.
"Nhóm xin chân thành cảm ơn cô Nguyễn Thị Anh Thư, thầy Võ Tấn Khoa và thầy Nguyễn Trí đã hướng dẫn cho nhóm rất nhiều về quy trình và định hướng phát triển cho nghiên cứu của chúng em.
Nhóm xin chân thành cảm ơn cô Nguyễn Hoàng Tú Anh và thầy Đinh Ngọc Thạnh đã tham gia hỗ trợ cho nhóm.
Nhóm xin gửi lời cảm ơn đến anh Nguyễn Hoàng Long đã tham gia các cuộc trao đổi hỗ trợ nhóm về mặt kỹ thuật"
The International Conference on Intelligent Systems Design and Applications (ISDA) is a major international conference bringing together researchers, engineers, and practitioners who work in the areas of intelligent systems and its applications in industry and the real world. The conference proceedings will be published by Springer in the Lecture Notes in Networks and Systems, which is currently indexed by SCOPUS, INSPEC, WTI Frankfurt eG, zbMATH, SCImago and are submitted for consideration in Web of Science.
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