OOIR: Observatory of International Research

Papers

(The H4-Index of Computer Networks is 56. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Optimal pricing-based computation offloading and resource allocation for blockchain-enabled beyond 5G networks	304
Mitigating Alert Fatigue in Cloud Monitoring Systems: A Machine Learning Perspective	259
Virtual assistant mediated communications for radio resources saving	255
Toward sustainable diffusion-based AIGC: Design and online orchestration in distributed edge networks	223
Data-driven active session identification for LTE user-perceived QoS analysis	220
Towards Open RAN in beyond 5G networks: Evolution, architectures, deployments, spectrum, prototypes, and performance assessment	209
MSTFCAN: Multiscale sparse temporal-frequency cross attention network for traffic prediction	164
Two enhanced schemes for coordinated spatial reuse in IEEE 802.11be: Adaptive and distributed approaches	163
A novel hybrid approach combining GCN and GAT for effective anomaly detection from firewall logs in campus networks	160
Defending saturation attacks on SDN controller: A confusable instance analysis-based algorithm	147
FAMTDS: A novel MFO-based fully automated malicious traffic detection system for multi-environment networks	127
Secure over-the-air software update for connected vehicles	119
LWSBFT: Leaderless weakly synchronous BFT protocol	115
Decentralized Receiver-based Link Stability-aware Forwarding Scheme for NDN-based VANETs	110
XAInomaly: Explainable and interpretable Deep Contractive Autoencoder for O-RAN traffic anomaly detection	108
IPv6 active address detection model based on diffusion model	102
Bilateral collaborative computing offloading via LEO satellites for remote network applications	99
A fine-grained compression scheme for block transmission acceleration over IPFS network	99
Differential private federated learning with per-sample adaptive clipping and layer-wise gradient perturbation	98
Quantum internet building blocks state of research and development	96
MTCR-AE: A Multiscale Temporal Convolutional Recurrent Autoencoder for unsupervised malicious network traffic detection	93
Joint beamforming and user association with reduced CSI signaling in mobile environments: A Deep Q-learning approach	87
System performance and optimization in NOMA mobile edge computing surveillance network using GA and PSO	86
MalCon: A blockchain-based malware containment framework for Internet of Things	85
Distributed neighbor discovery with mobility adaptive probing for beyond 5G D2D communications	77

Energy-efficient task offloading and trajectory planning in UAV-enabled mobile edge computing networks	75
Network cost optimization-based capacitated controller deployment for SDN	74
An enhanced symmetric-key based 5G-AKA protocol	74
GateKeeper: An UltraLite malicious traffic identification method with dual-aspect optimization strategies on IoT gateways	73
Registered-backoff-time (RBT) based channel access with grouping control for the trigger RAW mode of IEEE 802.11ah IoT Network	71
An Opportunistic Vehicle-Based Task Assignment for IoT offloading	70
Continuity: A deterministic Byzantine fault tolerant asynchronous consensus algorithm	69
Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks	68
Priority-aware traffic routing and resource allocation mechanism for space-division multiplexing elastic optical networks	68
A 5G multi-gNodeB simulator for ultra-reliable 0.5–100 GHz communication in indoor Industry 4.0 environments	67
Editorial Board	67
Effect of the incident angle of a transmitting laser light on the coverage of a NLOS-FSO network	65
Digital twin-assisted and mobility-aware service migration in Mobile Edge Computing	64
Green-PoW: An energy-efficient blockchain Proof-of-Work consensus algorithm	63
Optimizing fairness in cellular networks with mobile drone relays	63
Smart contract vulnerability detection combined with multi-objective detection	62
Prospects on the adoption of a microservice-based architecture in 5G systems and beyond	62
FedPA: An adaptively partial model aggregation strategy in Federated Learning	62
Dynamic power allocation in cellular network based on multi-agent double deep reinforcement learning	62
Balanced wireless crowd charging with mobility prediction and social awareness	62
Adaptive federated reinforcement learning for critical realtime communications in UAV assisted vehicular networks	60
NetTiSA: Extended IP flow with time-series features for universal bandwidth-constrained high-speed network traffic classification	59
Classifying and tracking enterprise assets via dual-grained network behavioral analysis	58
Correlation between weather and signal strength in LoRaWAN networks: An extensive dataset	58
Intrusion detection game for ubiquitous security in vehicular networks: A signaling game based approach	57
Editorial Board	57
Partial coverage optimization under network connectivity constraints in heterogeneous sensor networks	57
A many-objective optimization charging scheme for wireless rechargeable sensor networks via mobile charging vehicles	57
Privacy-preserving edge caching: A probabilistic approach	56
Wireless powered NOMA-based cognitive radio for 6G networks	56
FedAAA-SDN: Federated Authentication, Authorization and Accounting in SDN controllers	56