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Event-Processing Model for Smart Contracts with Oracle and EEG

  • Xiaofang Jiang*
  • , Wei Tek Tsai
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In blockchain (BC) systems, smart contracts (SCs) often use a transaction-driven execution model. However, real-world financial applications are complex, and often driven by events instead. This paper presents an intelligent event-driven framework to automatically trigger SC execution by collecting event information, and classifying these events, and analyzing various relationship among these events, and use a service-model for SCs to register interested events so that when the concerned event happened, they can be automatically triggered. This paper uses oracle machines (OMs) to collect event information, EEG (Event Evolution Graph) to analyze relationship among events. This paper then uses multi-layer perceptron model to evaluate the design. This paper proposes a new method to solve the scalability and performance challenges in the SC ecosystem, which shows that the event-driven execution model would be more intelligent.

源语言英语
主期刊名Proceedings - 2022 International Conference on Machine Learning, Cloud Computing and Intelligent Mining, MLCCIM 2022
出版商Institute of Electrical and Electronics Engineers Inc.
425-430
页数6
ISBN(电子版)9781665498586
DOI
出版状态已出版 - 2022
活动2022 International Conference on Machine Learning, Cloud Computing and Intelligent Mining, MLCCIM 2022 - Xiamen, 中国
期限: 5 8月 20227 8月 2022

出版系列

姓名Proceedings - 2022 International Conference on Machine Learning, Cloud Computing and Intelligent Mining, MLCCIM 2022

会议

会议2022 International Conference on Machine Learning, Cloud Computing and Intelligent Mining, MLCCIM 2022
国家/地区中国
Xiamen
时期5/08/227/08/22

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