A survey on big IoT data indexing: Potential solutions, recent advancements, and open issues

Z Kouahla, AE Benrazek, MA Ferrag, B Farou, H Seridi… - Future Internet, 2021 - mdpi.com
The past decade has been characterized by the growing volumes of data due to the
widespread use of the Internet of Things (IoT) applications, which introduced many …

Fault tolerance in fog-based Social Internet of Things

V Mohammadi, AM Rahmani, A Darwesh… - Knowledge-Based …, 2023 - Elsevier
Abstract The Social Internet of Things (SIoT) is a glimpse into the future for self-
establishment of inter-things social relationships that guarantee object-to-object …

Tree-based indexing technique for efficient and real-time label retrieval in the object tracking system

AE Benrazek, Z Kouahla, B Farou, H Seridi… - The Journal of …, 2023 - Springer
In real-time object tracking systems, it is essential to assign a unique identifier or label to
each tracked object to distinguish it from other objects to reduce the number of ID switching …

BADEP: bandwidth and delay efficient application placement in fog‐based IoT systems

M Dadashi Gavaber… - Transactions on Emerging …, 2021 - Wiley Online Library
Nowadays, fog computing is considered as a new computing method that provides the
resources required to provide various services and applications to Internet of Things (IoT) …

An effective clustering scheme for high-dimensional data

X He, F He, Y Fan, L Jiang, R Liu, A Maalla - Multimedia Tools and …, 2024 - Springer
While the classical K-means algorithm has been widely used in many fields, it still has some
defects. Therefore, this paper proposes a scheme to improve the clustering quality of K …

Cost-effective space partitioning approach for iot data indexing and retrieval

I Kemouguette, Z Kouahla, AE Benrazek… - … on Networking and …, 2021 - ieeexplore.ieee.org
IoT technology implies a huge group of connected devices to capture a tremendous quantity
of information. Computing and storing this huge amount of data requires scalable and …

Clustering and parallel indexing of big IoT data in the fog‐cloud computing level

K Khettabi, Z Kouahla, B Farou… - Transactions on …, 2022 - Wiley Online Library
In recent years, the large amount of heterogeneous data generated by the Internet of Things
(IoT) sensors and devices made recording and research tasks much more difficult, and most …

Privacy Enhancing Technologies (PETs) for connected vehicles in smart cities

NS Safa, F Mitchell, C Maple, MA Azad… - Transactions on …, 2022 - Wiley Online Library
Many Experts believe that the Internet of Things (IoT) is a new revolution in technology that
has brought many benefits for our organizations, businesses, and industries. However …

IoVT-based efficient solution for optimal active smart camera selection in a tracking mission

AE Benrazek, B Farou, Z Kouahla, MA Ferrag, H Seridi - Internet of Things, 2023 - Elsevier
Nowadays, to ensure people's and property's safety, cities have dozens of cameras installed
on almost every corner. However, the haphazard deployment of these cameras often results …

Efficient Method for Continuous IoT Data Stream Indexing in the Fog-Cloud Computing Level

K Khettabi, Z Kouahla, B Farou, H Seridi… - Big Data and Cognitive …, 2023 - mdpi.com
Internet of Things (IoT) systems include many smart devices that continuously generate
massive spatio-temporal data, which can be difficult to process. These continuous data …