For a full CV please visit http://lattes.cnpq.br/3776300004312848 

Research Gate Page at: https://www.researchgate.net/profile/Djamel-Sadok

View my Scopus Profile at: http://www.scopus.com/authid/detail.url?authorId=6603634824

ORCID: https://orcid.org/0000-0001-5378-4732

Pubons: https://publons.com/researcher/M-9814-2015/

2025 Journal Publications 

• A Multiagent Architecture for Industrial Internet of Things Safety Applications, Engineering Applications of Artificial Intelligence
• A cluster-based solution for Service Function Chain allocation in large scale infrastructure, The Journal of Supercomputing

2024 Journal Publications 

• Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach, Simulation Modelling Practice and Theory
• A cluster-based solution for Service Function Chain allocation in large scale infrastructure, 2024, Available at Research Square 
• Living on the edge: A survey of Digital Twin-Assisted Task Offloading in safety-critical environments, Journal of Network and Computer Applications, https://authors.elsevier.com/c/1jm2v3sf~yJShX
• Analysis of SR-IOV in Docker Containers using RTT Measurements, Computer Communications

Conferences in 2024

• • A Mixture of Experts for Estimating Cellular Networks Failure Duration, IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)

2023 Journal Publications

• Measuring the Impact of SR-IOV and Virtualization on Packet Round-Trip Time , Computer Communications, https://doi.org/10.1016/j.comcom.2023.09.013
• A Fuzzy Scheduler for MAS Applied to Object Tracking, Engineering Applications of Artificial Intelligence
• Resource Optimizing Federated Learning for use with IoT: a Systematic Review, Journal of Parallel and Distributed Computing
• A Data-Driven Model for the Optimization of Energy Consumption of an Industrial Production Boiler in a Fiber Plant, Energy
• WeECG: a low-cost real-time wireless ECG for new born monitoring with error concealment, International Journal of Ad Hoc and Ubiquitous Computing
• Conferences in 2023
  • Self-Calibrated U-Net for Document Segmentation, International Joint Conference on Neural Networks (IJCNN 2023), https://doi.org/10.1109/IJCNN54540.2023.10191628
  • BAIN: Bluetooth Adaption for IoT Device, AINA-2023, https://doi.org/10.1007/978-3-031-29056-5_37

2022 Journal Publications

• A Framework for Robotic Arm Pose Estimation and Movement Prediction based on Deep and Extreme Learning Models, Journal of Supercomputing.
• Automatic Template Detection for Camera Calibration, Research, Society and Development, https://rsdjournal.org/index.php/rsd/article/view/36168
• SPIDER: An Availability-Aware Framework for the SFC Placement in Distributed Scenarios, Software: Practice and Experience, http://doi.org/10.1002/spe.3154
• A cluster-based solution for Service Function Chain allocation in large scale infrastructure” to Software: Practice and Experience
• Takeaways from an experimental evaluation of eXpress Data Path (XDP) and Data Plane Development Kit (DPDK) under a Cloud Computing environment. Research, Society and Development, https://doi.org/10.33448/rsd-v11i12.34200
• A Survey on Accelerating Technologies for Fast Network Packet Processing in Linux environments, Computer Communications, https://doi.org/10.1016/j.comcom.2022.10.003
• A machine learning-based optimization for end-to-end latency in TSN networks, Computer Communications, https://doi.org/10.1016/j.comcom.2022.09.011
• HOSA: An End-to-End Safety System for Human-Robot Interaction, Intelligent & Robotic Systems, https://link.springer.com/article/10.1007/s10846-022-01701-5
• Experimental network performance evaluation for human-robot interaction collision detection using cameras, to appear in Research, Society and Development, https://doi.org/10.33448/rsd-v11i8.30543.
• A Reinforcement Learning-Based Approach for Availability-Aware Service Function Chain Placement in Large-Scale Networks, Future Generation Computer Systems. Available at SSRN: https://ssrn.com/abstract=4059086 or http://dx.doi.org/10.2139/ssrn.4059086
• Video Object Segmentation for Automatic Image Annotation of Ethernet Connectors with Environment Mapping and 3D Projection, Multimedia Tools and Applications,  https://link.springer.com/article/10.1007/s11042-022-13128-z
• Faulty RJ45 Connectors Detection on Radio Base Station using Deep Learning, to appear in Multimedia Tools and Applications, https://link.springer.com/article/10.1007/s11042-022-12694-6 
• Service Function Chain Placement in Distributed Scenarios: A Systematic Review. Journal of Network and Systems Management, (2022) 30:4. https://doi.org/10.1007/s10922-021-09626-4
• An experimental investigation of Round-Trip Time and virtualization, Computer Communications (https://doi.10.1016/j.comcom.2021.12.006)
• Conferences in 2022
  • Machine Learning-Based Intrusion Detection System for Automotive Ethernet: Detecting Cyber-Attacks with a Low-Cost Platform. In Anais do XL SBRC, 2022, https://doi.org/10.5753/sbrc.2022.222153.
  • Improving Network Load using a Cloud-Edge MAS-based architecture for Industrial Safety Applications, IFIP IoT 2022, https://doi.org/10.1007/978-3-031-18872-5_9

2021 Journal Publications

• Classifying COVID-19 positive X-ray using deep learning models. IEEE Latin America Transactions. https://latamt.ieeer9.org/index.php/transactions/article/view/4202
• Optimizing NFV placement for distributing micro-data centers in cellular networks. Journal Of Supercomputing, http://dx.doi.org/10.1007/s11227-021-03620-y
• Application of a Computational Geometry Algorithm to Improve the Energy Consumption in a LoRaWAN Network. International Journal For Digital Society, http://https://infonomics-society.org/ijds/published-papers/volume-12-2021/application-of-a-computational-geometry-algorithm-to-improve-the-energy-consumption-in-a-lorawan-network/
• Gripper Design for Radio Base Station Autonomous Maintenance System. International Journal of Automation and Computing, http://dx.doi.org/10.1007/s11633-021-1300-5
• A New Mechanism for Collision Detection in Human-Robot Collaboration using Deep Learning Techniques. Journal of Control Automation and Electrical Systems, http://dx.doi.org/10.1007/s40313-021-00829-3
• Modelling and assessing an intelligent system for safety in human-robot collaboration using deep and machine learning techniques. Multimedia Tools and Applications, http://dx.doi.org/10.1007/s11042-021-11643-z
• Convolutional Extreme Learning Machines: A Systematic Review. Informatics, http://dx.doi.org/10.3390/informatics8020033
• Rbot: development of a robot-driven radio base station maintenance system. International Journal of Intelligent Robotics and Applications, https://doi.org/10.1007/s41315-021-00206-y
• Service Function Chain Placement in Distributed Scenarios: A Systematic Review. Journal of Network and Systems Management, http://dx.doi.org/10.1007/s10922-021-09626-4
• Predicting short-term mobile Internet traffic from Internet activity using recurrent neural networks. International Journal of Network Management, https://doi.org/10.1002/nem.2191
• An experimental investigation of Round-Trip Time and virtualization. Computer Communications,  http://dx.doi.org/10.1016/j.comcom.2021.12.006

2020 Journal Publications

• How do checkpoint mechanisms and power infrastructure failures impact on cloud applications. International Journal of Grid and Utility Computing (Online), http://dx.doi.org/10.1504/IJGUC.2020.110045
• Comparative Analysis of Current Transducers for Development of Smart Plug through Rank Order Centroid Method. IEEE Latin America Transactions, http://dx.doi.org/10.1109/TLA.2020.9049472
• The Internet of Things for Healthcare: optimising e-health system availability in the fog and cloud. International Journal of Computational Science and Engineering, http://dx.doi.org/10.1504/IJCSE.2020.10028625
• Availability analysis of design configurations to compose virtual performance-optimized data center systems in next-generation cloud data centers. Software-Practice & Experience, http://dx.doi.org/10.1002/spe.2833
• Standardization Efforts for Traditional Data Center Infrastructure Management: The Big Picture. IEEE Engineering Management Review, http://dx.doi.org/10.1109/emr.2020.2969864
• Short-Term Firm-Level Energy-Consumption Forecasting for Energy-Intensive Manufacturing: A Comparison of Machine Learning and Deep Learning Models. Algorithms, http://dx.doi.org/10.3390/a13110274
• Temperature variation impact on estimating costs and most critical components in a cloud data centre. International Journal of Computer Applications in Technology, http://dx.doi.org/10.1504/IJCAT.2020.107426
• Aggregating data center measurements for availability analysis. Software-Practice & Experience, http://dx.doi.org/10.1002/spe.2934
• Measuring the Internet Technical Efficiency: A Ranking for the World Wide Web Pages. IEEE Latin America Transactions, http://dx.doi.org/10.1109/tla.2020.9099750
• When 5G Meets Deep Learning: A Systematic Review. Algorithms, http://dx.doi.org/10.3390/a13090208

2019 Journal Publications

• An IoT sensor and scenario survey for data researchers. Journal of the Brazilian Computer Society http://dx.doi.org/10.1186/s13173-019-0085-7
• Measuring the impact of data center failures on a cloud-based emergency medical call system. Concurrency and Computation-Practice & Experience, http://dx.doi.org/10.1002/cpe.5156
• An internet of things security system based on grouping of smart cards managed by field programmable gate array. Computers & Electrical Engineering, http://dx.doi.org/10.1016/j.compeleceng.2019.02.013
• A methodology to assess the availability of next-generation data centers. Journal of Supercomputing, http://dx.doi.org/10.1007/s11227-019-02852-3
• Resource allocation based on redundancy models for high availability cloud. Computing, http://dx.doi.org/10.1007/s00607-019-00728-1
• Don’t lose the point, check it: Is your cloud application using the right strategy. International Journal of Grid and Utility Computing, http://dx.doi.org/10.1504/IJGUC.2019.102735
• DCAV: A software system to evaluate next-generation cloud data center availability through a friendly graphical interface. Software: Practice and Experience, http://dx.doi.org/10.1002/spe.2743
• A Standard to Rule Them All: Redfish. IEEE Communications Standards Magazine, http://dx.doi.org/10.1109/mcomstd.2019.1800045
• Integrated NFV/SDN Architectures. ACM Computing Surveys, http://dx.doi.org/10.1145/3172866

2018 Journal Publications

• A Survey on Efforts to Evolve the Control Plane of Inter-Domain Routing. Information, http://dx.doi.org/10.3390/info9050125
• Analyzing the availability and performance of an e-health system integrated with edge, fog and cloud infrastructures. International Journal of Cloud Computing, http://dx.doi.org/10.1186/s13677-018-0118-3
• MODC: A Pareto-Optimal Optimization Approach for Network Traffic Classification Based on the Divide and Conquer Strategy. Information, http://dx.doi.org/10.3390/info9090233

2017 Journal Publications

• XMPP-based infrastructure for IoT network management and rapid services and applications development. Annals of Telecommunications, http://dx.doi.org/10.1007/s12243-017-0586-3
• Minimizing and Managing Cloud Failures. Computer, 2017. http://dx.doi.org/10.1109/MC.2017.4041358
• Performance analysis of Linux containers for high performance computing applications. International Journal of Grid and Utility Computing, http://dx.doi.org/10.1504/ijguc.2017.10009368

2016 Journal Publications

• High availability in clouds: systematic review and research challenges. Journal of Cloud Computing: Advances, Systems and Applications, http://dx.doi.org/10.1186/s13677-016-0066-8
• Assessing the effectiveness of automated service composition. Journal of the Brazilian Computer Society, http://dx.doi.org/10.1186/s13173-016-0047-2
• Application Development for the Internet of Things: A Context-Aware Mixed Criticality Systems Development Platform. Computer Communications, http://dx.doi.org/10.1016/j.comcom.2016.09.014

2015 Journal Publications

• On the Performance of Heterogeneous MANETs. Wireless Networks, http://dx.doi.org/10.1007/s11276-014-0777-z
• Design and optimizations for efficient regular expression matching in DPI systems. Computer Communications, http://dx.doi.org/10.1016/j.comcom.2014.12.011
• A middleware for industry. Computers in Industry,  http://dx.doi.org/10.1016/j.compind.2015.03.008

2014 Journal Publications

• A path to automated service creation via semi-automation levels. Journal of The Brazilian Computer Society http://dx.doi.org/10.1186/1678-4804-20-2
• A flexible DHT-based directory service for information management. Peer-to-Peer Networking and Applications http://dx.doi.org/10.1007/s12083-014-0277-z

Journal Publications during 2001 to 2012

• An orchestration approach for unwanted Internet traffic identification. Computer Networks (1999) http://dx.doi.org/10.1016/j.comnet.2012.04.018
• Deep packet inspection tools and techniques in commodity platforms: Challenges and trends. Journal of Network and Computer Applications http://dx.doi.org/10.1016/j.jnca.2012.07.010
• Aspects for untangling cross-layer design and policy support. International Journal of Communication Systems http://dx.doi.org/10.1002/dac.1398
• Resource allocation for distributed cloud: concepts and research challenges. IEEE Network http://dx.doi.org/10.1109/mnet.2011.5958007
• An adaptive-predictive architecture for video streaming servers. Journal of Network and Computer Applications http://dx.doi.org/10.1016/j.jnca.2011.05.007
• Approaches to resource reservation for migrating real-time sessions in future mobile wireless networks. Wireless Networks http://dx.doi.org/10.1007/s11276-008-0113-6
• Better network traffic identification through the independent combination of techniques,  Journal of Network and Computer Applications http://dx.doi.org/10.1016/j.jnca.2010.02.002
• Traffic analysis and synthetic models of second life. Multimedia Systems http://dx.doi.org/10.1007/s00530-008-0125-1
• RIP – A Robust IP Access Architecture. Computers & Security  http://dx.doi.org/10.1016/j.cose.2009.02.002
• A Survey on Internet Traffic Identification. IEEE Communications Surveys and Tutorials http://dx.doi.org/10.1109/surv.2009.090304
• A stratified traffic sampling methodology for seeing the big picture. Computer Networks http://dx.doi.org/10.1016/j.comnet.2008.05.011
• B-TCP: A New Startup Strategy for Speeding up Mice Flows. Revista de Educação e Tecnologia EduTec – CEFET-AL.
• Trends in network and device composition. IEEE Communications Magazine http://dx.doi.org/10.1109/mcom.2006.1710422
• ProNet: a Policy Networks Environment. Annales des Telecommunications, v. 59, n.1-2, p. 70-87, 2004.
• The Case for Interdomain Dynamic QoS-based Service Negotiation in the Internet. Computer Communications https://doi.org/10.1016/j.comcom.2003.12.001
• A Call Admission Control Scheme for Next Generation Wireless Networks. Telecomunicações (ISSN 1516-2338), v. 7, p. 1-10, 2004.
• Interference modeling and performance of bluetooth mac protocol. IEEE Transactions on Wireless Communications http://dx.doi.org/10.1109/twc.2003.819026

Journal Publications Prior to 2001

• Performance Analysis of a Multicast Protocol for Wireless Environments. Journal of Society for Computer Simulation https://doi.org/10.1177/003754970007500104
• Disconnection Protocol Support in Mobile Access. Brazilian Journal of the Computer Science Society https://doi.org/10.1590/S0104-65001999000100006
• Privacy Enhanced Mail Design and Implementation Perspectives. ACM SIGCOMM – Computer Communication Review https://doi.org/10.1145/193285.193294