On the use of IoT and Big Data Technologies for Real-time Monitoring and Data Processing
Author(s) -
Y. NaitMalek,
Abdelhak Kharbouch,
H. El Khoukhi,
Mohamed Bakhouya,
Vincenzo De Florio,
Driss El Ouadghiri,
Steven Latré,
Chris Blondia
Publication year - 2017
Publication title -
procedia computer science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.334
H-Index - 76
ISSN - 1877-0509
DOI - 10.1016/j.procs.2017.08.281
Subject(s) - computer science , big data , enabling , wearable computer , context (archaeology) , internet of things , wireless sensor network , wearable technology , data stream mining , event (particle physics) , data science , world wide web , embedded system , computer network , data mining , psychology , paleontology , physics , quantum mechanics , biology , psychotherapist
Recent advances in pervasive technologies, such as wireless ad hoc networks and wearable sensor devices, allow the connection of everyday things to the Internet, commonly denoted as Internet of Things (IoT). IoT is seen as an enabler to the development of intelligent and context-aware services and applications. These services could dynamically react to the environment changes and users’ preferences. The main aim is to make users’ life more comfortable according to their locations, current requirements, and ongoing activities. However, handling dynamic and frequent context changes is a difficult task without a real-time event/data acquisition and processing platform. Big data and IoT technologies have been recently proposed for timely analysing information (i.e., data, events) streams. In this paper, we propose to combine IoT techniques with Big data technologies into a holistic platform for continuous and real-time data monitoring and processing. Preliminary experiments have been conducted and results are reported to show the usefulness of this platform in a real-case scenario.
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