A stream processing architecture for heterogeneous data sources in the Internet of Things

D Corral-Plaza, I Medina-Bulo, G Ortiz… - Computer Standards & …, 2020 - Elsevier
The number of Internet of Things (IoT) and smart devices capable of producing, consuming
and exchanging information is constantly increasing. It is estimated there will be around 30 …

Context-aware middleware architecture for IoT-based smart healthcare applications

R Venkateswara Reddy, D Murali… - Innovations in Computer …, 2019 - Springer
In recent years, Internet of things (IoT) has become an intelligent computer model in which
various things and resources are connected to a range of intelligent solutions such as …

Simplifying IoT data stream enrichment and analytics in the edge

MM Gomes, R da Rosa Righi, CA da Costa… - Computers & Electrical …, 2021 - Elsevier
Edge devices are usually limited in resources. They often send data to the cloud, where
techniques such as filtering, aggregation, classification, pattern detection, and prediction are …

Gatica: Linked sensed data enrichment and analytics middleware for IoT gateways

S Qanbari, N Behinaein… - 2015 3rd International …, 2015 - ieeexplore.ieee.org
Raw sensed data lacks semantics. This poses a challenge to apply analytics directly to raw
IoT sensor data. Such operational data requires an intensive enrichment processes to drive …

4W1H in IoT semantics

G Bajaj, R Agarwal, P Singh, N Georgantas… - IEEE …, 2018 - ieeexplore.ieee.org
IoT systems are now being deployed worldwide to sense phenomena of interest. The
existing IoT systems are often independent, which limits the use of sensor data to only one …

Connecting the Dots: Tracing Data Endpoints in IoT Devices

M Jakaria, DY Huang, A Das - Proceedings on Privacy …, 2024 - petsymposium.org
Smart home devices are constantly exchanging data with a variety of remote endpoints. This
data encompasses diverse information, from device operation and status to sensitive user …

Semantic stream management framework for data consistency in smart spaces

O Bamgboye, X Liu… - 2019 IEEE 43rd Annual …, 2019 - ieeexplore.ieee.org
Semantic technology can provide a bridge between smart applications and Internet of
Things (IoT) to enable possible integration and interoperability of data produced by …

Scalable Real-Time Analytics for IoT Applications

K Mahmood, T Risch - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Large-scale industrial internet of things (IIoT) applications usually access distributed
equipment where high-volume sensor streams are processed. The building of scalable …

Role of real-time big data processing in the internet of things

M Dayarathna, P Fremantle, S Perera… - Big data management …, 2017 - taylorfrancis.com
Increasing deployments of the Internet of Things (IoT) applications have brought forward the
requirement of processing massive volumes of streaming data generated by the IoT sensors …

[PDF][PDF] A Management Model of Real-time Integrated Semantic Annotations to the Sensor Stream Data for the IoT.

B Sejdiu, F Ismaili, L Ahmedi - WEBIST, 2020 - academia.edu
Wireless Sensor Networks (WSNs) are one of the most important components of the Internet
of Things (IoT). They produce continuous stream of data and transmit these data to a …