Big Data Challenges for the Internet of Things (IoT) Paradigm
MetadataShow full item record
Millions of devices equipped with sensors are connected together to communicate with each other in order to collect and exchange data. The phenomenon of daily life objects that are interconnected through a worldwide network is known as the Internet of Things (IoT) or Internet of Objects. These sensors from a large number of devices or objects simultaneously and continuingly generate a huge amount of data, often referred to as Big Data. Handling this vast volume, and different varieties, of data imposes significant challenges when time, resources, and processing capabilities are constrained. Hence, Big Data analytics become even more challenging for data collected via the IoT. In this chapter, we discuss the challenges pertaining to Big Data in IoT; these challenges are associated with data management, data processing, unstructured data analytics, data visualization, interoperability, data semantics, scalability, data fusion, data integration, data quality, and data discovery. We present these challenges along with relevant solutions.
Showing items related by title, author, creator and subject.
Data-prompted interviews: Using individual ecological data to stimulate narratives and explore meaningsKwasnicka, Dominika; Dombrowski, S.; White, M.; Sniehotta, F. (2015)Objective: An emerging trend in qualitative research is to use individual participant data to stimulate narratives in interviews. This article describes the method of the data-prompted interview (DPI) and highlights its ...
Chang, Elizabeth; Tan, H.; Dillon, Tharam S.; Feng, L.; Hadzic, Fedja (2005)An XML enabled framework for representation of association rules in databases was first presented in [Feng03]. In Frequent Structure Mining (FSM), there are techniques proposed to mine frequent patterns from complex trees ...
Ifenthaler, D.; Gibson, David; Zheng, L. (2018)© 2018 IEEE. Vast amounts of educational data created by learners interacting with digital learning tools open up the opportunity to gain insights for improving education at a new level of evidence-based research into ...