Real-time time series error-based data reduction for internet-of-things applications

• Main Author: Wong, Siaw Ling
• Format: Final Year Project / Dissertation / Thesis
• Published: 2018
• Subjects: HM Sociology; QA75 Electronic computers. Computer science; TK Electrical engineering. Electronics Nuclear engineering; ZA Information resources
• Online Access: http://eprints.utar.edu.my/3579/1/Real%2Dtime_time_series_error%2Dbased_data_reduction_for_internet%2Dof%2Dthings_applications.pdf; http://eprints.utar.edu.my/3579/
• Institution: Universiti Tunku Abdul Rahman

There are many time series data reduction methods, ranging from primitive data aggregation such as Rate of Change to sophisticated compression algorithms. Unfortunately, many of these existing algorithms are limited to work in offline mode only, data can only be reduced after a certain amount of dat...