1. Introduction. This paper introduces an efficient method of applying data purification, a representative technique for data quality management, in a stream ...

SPinDP consists of four major components, Data Stream Processing Engine, Purification Library, Plan Manager, and Shared Storage, and operates based on open- ...

These domains require precise and rapid analysis capabilities by minimizing noise from continuously generated raw data. In this paper, we propose SPinDP (Stream ...

SPinDP consists of four major components, Data Stream Processing Engine, Purification Library, Plan Manager, and Shared Storage, and operates based on open ...

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Dec 5, 2023 · Recently, there has been an explosive generation of streaming data in various fields such as IoT and network attack detection, medical data ...

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SPinDP: A High-Speed Distributed Processing Platform for Sampling and Filtering Data Streams. Myeong-Seon Gil, Yang-Sae Moon. 2023 Applied Sciences. Preserved ...