Abstract:
An environmental monitoring process is continuously collecting and analyzing data streams generated by environmental sensors. Its objective is to filter useful informatio...Show MoreMetadata
Abstract:
An environmental monitoring process is continuously collecting and analyzing data streams generated by environmental sensors. Its objective is to filter useful information and to infer new knowledge in order to help the environment explorer to make right decisions. This whole process, from the data collection to the data analysis leads to two key problems: data volume and data quality. One solution to overcome these problems is to summarize and to clean the received data. In this paper, we discuss this solution and we evaluate its efficiency as a function of the computational resources that it requires. We present a benchmark of the computational resources requirements for this solution while examining different infrastructures. Our consideration of the computational resources covers the running time to process the input data and the amount of space needed to store the output data.
Date of Conference: 18-20 April 2018
Date Added to IEEE Xplore: 04 June 2018
ISBN Information: