I-DLV-sr: A Stream Reasoning System based on I-DLV

THEORY AND PRACTICE OF LOGIC PROGRAMMING(2021)

引用 7|浏览18
暂无评分
摘要
We introduce a novel logic-based system for reasoning over data streams, which relies on a framework enabling a tight, fine-tuned interaction between Apache Flink and the I-2 -DLV system. The architecture allows to take advantage from both the powerful distributed stream processing capabilities of Flink and the incremental reasoning capabilities of I-2-DLV , based on overgrounding techniques. Besides the system architecture, we illustrate the supported input language and its modeling capabilities, and discuss the results of an experimental activity aimed at assessing the viability of the approach.
更多
查看译文
关键词
stream reasoning, stream processing, overgrounding, knowledge representation and reasoning, answer set programming
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要