
IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 116917 - 116938
Published: Jan. 1, 2024
Language: Английский
IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 116917 - 116938
Published: Jan. 1, 2024
Language: Английский
Published: Jan. 1, 2025
Language: Английский
Citations
12022 IEEE Symposium on Computers and Communications (ISCC), Journal Year: 2024, Volume and Issue: unknown, P. 1 - 6
Published: June 26, 2024
Language: Английский
Citations
3Sensors, Journal Year: 2024, Volume and Issue: 24(16), P. 5283 - 5283
Published: Aug. 15, 2024
In the era of ubiquitous computing, challenges imposed by increasing demand for real-time data processing, security, and energy efficiency call innovative solutions. The emergence fog computing has provided a promising paradigm to address these bringing computational resources closer sources. Despite its advantages, characteristics pose in heterogeneous environments terms resource allocation management, provisioning, connectivity, among others. This paper introduces COGNIFOG, novel cognitive framework currently under development, which was designed leverage intelligent, decentralized decision-making processes, machine learning algorithms, distributed principles enable autonomous operation, adaptability, scalability across IoT–edge–cloud continuum. By integrating capabilities, COGNIFOG is expected increase reliability next-generation environments, potentially providing seamless bridge between physical digital worlds. Preliminary experimental results with limited set connectivity-related building blocks show improvements network utilization real-world-based IoT scenario. Overall, this work paves way further developments on framework, are aimed at making it more resilient, aligned ever-evolving demands environments.
Language: Английский
Citations
1Performance Evaluation, Journal Year: 2024, Volume and Issue: 167, P. 102452 - 102452
Published: Nov. 8, 2024
Language: Английский
Citations
1IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 116917 - 116938
Published: Jan. 1, 2024
Language: Английский
Citations
0