Abdelkader Mekrache

ORCID: 0000-0002-1290-8054
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About
Contact & Profiles
Research Areas
  • Service-Oriented Architecture and Web Services
  • Brain Tumor Detection and Classification
  • Mobile Agent-Based Network Management
  • IoT and Edge/Fog Computing
  • Evolutionary Algorithms and Applications
  • Wireless Body Area Networks
  • Software System Performance and Reliability
  • IoT Networks and Protocols
  • Human Mobility and Location-Based Analysis
  • Smart Agriculture and AI
  • VLSI and Analog Circuit Testing
  • Software-Defined Networks and 5G
  • Vehicular Ad Hoc Networks (VANETs)
  • Advanced MIMO Systems Optimization
  • Energy Harvesting in Wireless Networks
  • Internet Traffic Analysis and Secure E-voting
  • Advanced Wireless Communication Technologies
  • Telecommunications and Broadcasting Technologies

EURECOM
2023-2025

Université de Poitiers
2021-2022

Centre National de la Recherche Scientifique
2021

Long-Range Wide Area Network (LoRaWAN) is a rapidly expanding communication system for Low Power (LPWAN) in the Internet of Things (IoTs) deployments. It employs an Adaptive Data Rate (ADR) scheme that optimizes data rate, airtime, and energy consumption. Recently, use Slicing (NS) LoRa Wannetworks being widely studied hot topic latest research literature. resources must be efficiently assigned to IoT devices isolated manner order handle support specific Quality Service (QoS) requirements...

10.1109/icce53296.2022.9730234 article EN 2023 IEEE International Conference on Consumer Electronics (ICCE) 2022-01-07

The Network Data Analytics Function (NWDAF) is a key component of the 5G Core (CN) architecture whose role to generate analytics and insights from network data accommodate end users improve performance. NWDAF allows collection, processing, analysis enable variety applications, such as User Equipment (UE) mobility UE abnormal behaviour. Although defined by 3GPP, realizing these applications still an open problem. To fill this gap: (i) we propose microservices plug 3GPP mi-croservices enabling...

10.1109/globecom54140.2023.10436766 article EN GLOBECOM 2022 - 2022 IEEE Global Communications Conference 2023-12-04

The increasing complexity of telecommunication networks has highlighted the need for robust network management frameworks. One such framework is FCAPS, which encompasses a wide range functionalities, including fault management, configuration accounting performance and security management. To effectively address complexities modern networks, integration Artificial Intelligence (AI) techniques, particularly Machine Learning (ML) Reasoning (MR), emerged as pivotal strategy within FCAPS. ML...

10.1109/comst.2024.3395414 article EN IEEE Communications Surveys & Tutorials 2024-01-01
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