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 …

An efficient indexing for Internet of Things massive data based on cloud‐fog computing

AE Benrazek, Z Kouahla, B Farou… - Transactions on …, 2020 - Wiley Online Library
In recent years, the number of sensor and actuator nodes in the Internet of Things (IoT)
networks has increased, generating a large amount of data. Most research techniques are …

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 …

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 …

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 …

Internet of Things: Analysis of suspicious behaviour in a surveillance camera network

AE Benrazek - 2021 - dspace.univ-guelma.dz
The work presented in this Ph. D. thesis focuses on developing a large-scale distributed
video surveillance system for tracking suspicious moving objects and analysing their …

A new static path planning strategy for drones

ADE Berini, B Farou, MA Ferrag… - Internet Technology …, 2022 - Wiley Online Library
Unmanned Aerial Vehicles (UAVs) have been progressively used in environmental
monitoring and disaster sensing. The drones fly over a set of waypoints in the area to …

Introduction of a tree-based technique for efficient and real-time label retrieval in the object tracking system

AE Benrazek, Z Kouahla, B Farou, H Seridi… - arXiv preprint arXiv …, 2022 - arxiv.org
This paper addresses the issue of the real-time tracking quality of moving objects in large-
scale video surveillance systems. During the tracking process, the system assigns an …

Automatic labeling of tracked objects based on an indexing mechanism

I Allele, AE Benrazek, Z Kouahla… - … on Theoretical and …, 2021 - ieeexplore.ieee.org
Real-time object tracking is still a critical challenge in artificial vision research. In such a
mission, it is essential to assign a unique identifier or label to each tracked object …

Comparative Analysis of Indexing Schemes Used in Cloud Computing Data Management

P Goyal, A Garg, P Jindal - Trust‐Based Communication …, 2022 - Wiley Online Library
In recent years, IoT networks are producing a huge amount of data as the number of
sensors, actuators, and IoT enabled devices are increasing day‐by‐day. Different …