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Fog-enabled Event Processing Based on IoT Resource Models

delete2019-09-01
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PRE
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章
章洋 (Yang Zhang) *
V
Victor S. Sheng
DOI:10.1109/TKDE.2018.2867504delete
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摘要

摘要

En 中文
Complex Event Processing (CEP) systems extract interest situations from event flows based on event detection patterns. However, local event processing for distributed Internet of Things (IoT) has not been discussed yet. Besides, it is complex or impossible to discover such patterns in some applications of IoT. In this article, we design a complex event service to process event flows based on IoT resource models, which does not depend on existing patterns, and deals with both discrete events and continuous variables. To improve the CEP performance, local IoT resources are used for local event processing, and a lazy exchange method is designed to realize the collaborated event processing between network edges and a data center. Our evaluation shows that our solution is feasible and effective.
Keyword:
CEP
satisfiability modulo theories
IoT resource
fog computing
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期刊

IEEE Transactions on Knowledge and Data Engineering 封面图
IEEE Transactions on Knowledge and Data Engineering
IF:
10.4
论文数:
6.8K
被引数:
3.2W

机构

B
beijing university of posts & telecommunications
学者数:
1.4W
论文数: 1.2W
被引数: 9
University of Central Arkansas 封面图
University of Central Arkansas
学者数:
469
论文数: 392
被引数: 284
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