[HTML][HTML] Artificial intelligence (AI) methods in optical networks: A comprehensive survey
Artificial intelligence (AI) is an extensive scientific discipline which enables computer
systems to solve problems by emulating complex biological processes such as learning …
systems to solve problems by emulating complex biological processes such as learning …
From 5G to beyond: Passive optical network and multi-access edge computing integration for latency-sensitive applications
A recent paradigm shift in support of 5G-and-beyond (5GB), Human-to-Machine/Robot
(H2M/R), and the Tactile Internet has resulted in a surge of latency-sensitive applications …
(H2M/R), and the Tactile Internet has resulted in a surge of latency-sensitive applications …
A survey on traffic prediction techniques using artificial intelligence for communication networks
A Chen, J Law, M Aibin - Telecom, 2021 - mdpi.com
Much research effort has been conducted to introduce intelligence into communication
networks in order to enhance network performance. Communication networks, both wired …
networks in order to enhance network performance. Communication networks, both wired …
Predictive resource allocation for Tactile Internet capable passive optical LANs
The Tactile Internet promises new applications and services that harness real-time human-
machine interactions to revolutionize our everyday life. Its realization however, necessitates …
machine interactions to revolutionize our everyday life. Its realization however, necessitates …
Machine learning-based bandwidth prediction for low-latency H2M applications
Human-to-machine (H2M) communications in emerging tactile-haptic applications are
characterized by stringent low-latency transmission. To achieve low-latency transmissions …
characterized by stringent low-latency transmission. To achieve low-latency transmissions …
Enhancing latency performance through intelligent bandwidth allocation decisions: a survey and comparative study of machine learning techniques
Converged access networks consolidating 5G and beyond and fixed optical fiber access are
expected to support future latency-sensitive human-to-machine applications over the Tactile …
expected to support future latency-sensitive human-to-machine applications over the Tactile …
A techno-economic study of industry 5.0 enterprise deployments for human-to-machine communications
Ongoing disruptions from the persistence of COVID–19 are providing a strong impetus for
deploying Industry 5.0. With a focus on the collaboration between geographically separated …
deploying Industry 5.0. With a focus on the collaboration between geographically separated …
Achieving low-latency human-to-machine (H2M) applications: An understanding of H2M traffic for AI-facilitated bandwidth allocation
Human-controlled and haptic feedback data in emerging Tactile Internet human-to-machine
(H2M) applications require stringent low-latency transmission. Understanding the traffic …
(H2M) applications require stringent low-latency transmission. Understanding the traffic …
Dynamic bandwidth allocation algorithm with demand forecasting mechanism for bandwidth allocations in 10-gigabit-capable passive optical network
Abstract 10G-passive optical network (XG-PON) provides an emerging potential technology
to carry multiple services for the first-mile access network. However, it offers 0.3 ms …
to carry multiple services for the first-mile access network. However, it offers 0.3 ms …
Energy-efficient framework for time and wavelength division multiplexed passive optical networks
For the first time, to the best of our knowledge, an energy-efficient framework that optimizes
the number of active wavelengths and uses sleep/doze mode to improve the energy savings …
the number of active wavelengths and uses sleep/doze mode to improve the energy savings …