OOIR: Observatory of International Research

Papers

(The H4-Index of Computer Networks is 53. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-10-01 to 2024-10-01.)

Article	Citations
A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges	257
6G networks: Beyond Shannon towards semantic and goal-oriented communications	219
A survey on the computation offloading approaches in mobile edge computing: A machine learning-based perspective	218
Machine learning methods for cyber security intrusion detection: Datasets and comparative study	209
Clustering objectives in wireless sensor networks: A survey and research direction analysis	189
Aerial imagery pile burn detection using deep learning: The FLAME dataset	171
A survey on physical unclonable function (PUF)-based security solutions for Internet of Things	163
Federated learning for malware detection in IoT devices	160
HealthBlock: A secure blockchain-based healthcare data management system	154
Open, Programmable, and Virtualized 5G Networks: State-of-the-Art and the Road Ahead	153
Machine Learning-based traffic prediction models for Intelligent Transportation Systems	149
A survey on IoT platforms: Communication, security, and privacy perspectives	143
Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions	135
SP2F: A secured privacy-preserving framework for smart agricultural Unmanned Aerial Vehicles	123
In-band Network Telemetry: A Survey	122
Dynamic job-shop scheduling in smart manufacturing using deep reinforcement learning	118
A network traffic forecasting method based on SA optimized ARIMA–BP neural network	117
Towards a deep learning-driven intrusion detection approach for Internet of Things	112
RETRACTED: Personalized federated learning framework for network traffic anomaly detection	108
A survey on cellular-connected UAVs: Design challenges, enabling 5G/B5G innovations, and experimental advancements	107
Artificial intelligence-based vehicular traffic flow prediction methods for supporting intelligent transportation systems	107
NOMA and 5G emerging technologies: A survey on issues and solution techniques	102
5G In the internet of things era: An overview on security and privacy challenges	100
Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities	93
Mobility-aware task scheduling in cloud-Fog IoT-based healthcare architectures	92

Hybrid approach to intrusion detection in fog-based IoT environments	90
Evaluating Federated Learning for intrusion detection in Internet of Things: Review and challenges	87
Quantum Internet protocol stack: A comprehensive survey	86
A Comprehensive Review of Indoor/Outdoor Localization Solutions in IoT era: Research Challenges and Future Perspectives	83
Efficient and flexible management for industrial Internet of Things: A federated learning approach	81
An SDN architecture for time sensitive industrial IoT	76
Fusion of Federated Learning and Industrial Internet of Things: A survey	75
TSCRNN: A novel classification scheme of encrypted traffic based on flow spatiotemporal features for efficient management of IIoT	75
Intelligent zero trust architecture for 5G/6G networks: Principles, challenges, and the role of machine learning in the context of O-RAN	70
Deep reinforcement learning for blockchain in industrial IoT: A survey	69
Application of Internet of Things and artificial intelligence for smart fitness: A survey	69
A comprehensive survey on radio frequency (RF) fingerprinting: Traditional approaches, deep learning, and open challenges	66
An efficient and robust deep learning based network anomaly detection against distributed denial of service attacks	65
A survey on security and privacy issues of UAVs	65
Blockchain-based Initiatives: Current state and challenges	63
Blockchain reputation-based consensus: A scalable and resilient mechanism for distributed mistrusting applications	63
Composite and efficient DDoS attack detection framework for B5G networks	62
Generative Adversarial Networks (GANs) in networking: A comprehensive survey & evaluation	62
Energy efficient routing protocol using exponentially-ant lion whale optimization algorithm in wireless sensor networks	59
Hybrid SDN evolution: A comprehensive survey of the state-of-the-art	59
Software defined networking architecture, traffic management, security, and placement: A survey	57
Impact of the COVID-19 pandemic on the Internet latency: A large-scale study	57
A survey on deep learning for cybersecurity: Progress, challenges, and opportunities	55
Task offloading in fog computing: A survey of algorithms and optimization techniques	54
A blockchain-based decentralized machine learning framework for collaborative intrusion detection within UAVs	54
End-to-end congestion control approaches for high throughput and low delay in 4G/5G cellular networks	53
PBCNN: Packet Bytes-based Convolutional Neural Network for Network Intrusion Detection	53
Lightweight and secure authentication scheme for IoT network based on publish–subscribe fog computing model	53
The TeraNova platform: An integrated testbed for ultra-broadband wireless communications at true Terahertz frequencies	53
On the suitability of blockchain platforms for IoT applications: Architectures, security, privacy, and performance	53
A survey on intrusion detection and prevention systems in digital substations	53