The SNMREC Preferred Partner Program is an opportunity for our industry partners to collaborate more fully with the Center. This program is designed to dedicate SNMREC experts and resources to individual industry partner development needs.
Publication TR-10-224
Reference: Duhaney, J., T.M. Khoshgoftaar, A. Agarwal, and J.C. Sloan, 2010: Mining and storing data streams for reliability analysis. Proceedings, 16th International ISSAT on Reliability and Quality in Design, 5-7 August, 2010, International Society of Science and Applied Technologies, ISBN: 978-0-9763486-6-5.
Abstract: Sensor networks, in addition to stock tickers, network event logs, scientific simulations, credit card transactional flows, and surveillance video cameras, output a continuous flow of data, called a data stream. Mining data from a network of sensors provides insight into the health and reliability of a system. This process is known as data stream mining. This paper examines the issues associated with mining these sensor data streams and the challenges related to storing some or all of this data. This paper will identify opportunities for future work in mining and storage of data streams.
