Data quality in internet of things: A state-of-the-art survey

A Karkouch, H Mousannif, H Al Moatassime… - Journal of Network and …, 2016 - Elsevier
Abstract In the Internet of Things (IoT), data gathered from a global-scale deployment of
smart-things, are the base for making intelligent decisions and providing services. If data are …

Data replica placement approaches in fog computing: a review

E Torabi, M Ghobaei-Arani, A Shahidinejad - Cluster Computing, 2022 - Springer
Recently, we are witnessing an enormous burst of data due to the ever-increasing number of
Internet of Things (IoT) devices. The traditional cloud computing paradigm has failed to …

Performance-based gas turbine health monitoring, diagnostics, and prognostics: A survey

H Hanachi, C Mechefske, J Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Health monitoring is an essential part of condition-based maintenance and prognostics and
health management for gas turbines. Various health monitoring systems have been …

Practical lessons from the deployment and management of a smart city internet-of-things infrastructure: The smartsantander testbed case

P Sotres, JR Santana, L Sánchez, J Lanza… - IEEE Access, 2017 - ieeexplore.ieee.org
The smart cities vision is inexorably turning into a reality. Among the different approaches
used to realize more intelligent and sustainable environments, a common denominator is …

Data quality management in the internet of things

L Zhang, D Jeong, S Lee - Sensors, 2021 - mdpi.com
Nowadays, IoT is being used in more and more application areas and the importance of IoT
data quality is widely recognized by practitioners and researchers. The requirements for …

Energy sustainability in wireless sensor networks: an analytical survey

EA Evangelakos, D Kandris, D Rountos… - Journal of Low Power …, 2022 - mdpi.com
Wireless Sensor Networks (WSNs) are considered to be among the most important scientific
domains. Yet, the exploitation of WSNs suffers from the severe energy restrictions of their …

Maximum error-bounded piecewise linear representation for online stream approximation

Q Xie, C Pang, X Zhou, X Zhang, K Deng - The VLDB journal, 2014 - Springer
Given a time series data stream, the generation of error-bounded Piecewise Linear
Representation (error-bounded PLR) is to construct a number of consecutive line segments …

Machine Learning Algorithm Integrated with Real-Time In Situ Sensors and Physiochemical Principle-Driven Soft Sensors toward an Anaerobic Digestion-Data …

X Wang, I Rashid, Z Zhao, M Oladele, W Xiang… - ACS ES&T …, 2023 - ACS Publications
Insufficient real-time in situ data and complicated model parameters are severe barriers for
accurate prediction and precise control of anaerobic digestion (AD) systems. This study …

Data quality analysis and cleaning strategy for wireless sensor networks

H Cheng, D Feng, X Shi, C Chen - EURASIP Journal on Wireless …, 2018 - Springer
The quality of data in wireless sensor networks has a significant impact on decision support,
and data cleaning is an effective way to improve data quality. However, if the data cleaning …

[HTML][HTML] A survey on multisource heterogeneous urban sensor access and data management technologies

F Yang, Y Hua, X Li, Z Yang, X Yu, T Fei - Measurement: Sensors, 2022 - Elsevier
Urban sensors are an important part of urban infrastructures and are usually heterogeneous.
Urban sensors with different uses vary greatly in hardware structure, communication …