Search
Search Results
-
Virtualized Controller Placement for Multi-domain Optical Transport Networks
Optical multi-domain transport networks are often controlled by a hierarchical distributed architecture of controllers. Optimal placement of these...
-
Embedding Virtual Networks in Flexible Optical Networks with Sliceable Transponders
Emerging inter-datacenter applications involving data transferred, processed, and analyzed at multiple data centers, such as virtual machine...
-
SDN Control of Disaggregated Optical Networks with OpenConfig and OpenROADM
Most deployed optical transport networks are proprietary, behaving as a closed, highly coupled, single-vendor managed domain. Although their control...
-
Machine Learning-Assisted Closed-Control Loops for Beyond 5G Multi-Domain Zero-Touch Networks
End-to-End (E2E) services in beyond 5G (B5G) networks are expected to be built upon resources and services distributed in multi-domain,...
-
Network Programmability and Automation in Optical Networks
During last years, novel protocols and data models are arising to control and monitor optical network equipment. These protocols enable network...
-
Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts
The fifth generation (5G) wireless communication networks are being deployed worldwide from 2020 and more capabilities are in the process of being...
-
SDN-DVFS: an enhanced QoS-aware load-balancing method in software defined networks
Recently, software defined networks (SDN) has been considered as a promising technology for improving the network performance. However, the load...
-
Semi-supervised Training of Optical Flow Convolutional Neural Networks in Ultrasound Elastography
Convolutional Neural Networks (CNN) have been found to have great potential in optical flow problems thanks to an abundance of data available for...
-
Use Cases Employing a Machine Learning Network Architecture
5G mobile networks will soon be available to handle all types of applications and to provide services to massive numbers of users. In this complex...
-
Evolving optical interconnection topology: from survivable rings to resilient meshes
Physical topologies are evolving from elementary survivable rings into complex mesh networks. Nevertheless, no topology model is known to provide an...
-
Deep Q networks-based optimization of emergency resource scheduling for urban public health events
In today's severe situation of the global new crown virus raging, there are still efficiency problems in emergency resource scheduling, and there are...
-
Modeling and analysis of distributed schedulers in data center cluster networks
One of the goals of cloud service providers is to satisfy service-level agreements without significant over-provisioning in data center clusters....
-
Module Selection Algorithm Based on WSS/SSS-Hybrid AoD Node in Dynamic Elastic Optical Networks
Driven by the emerging applications based on Internet, optical backbone networks need to improve their transmission capabilities while ensuring high...
-
All-optical signal processing technologies in flexible optical networks
All-optical signal processing has always been critical assistance for the flexible optical networks (FONs) development which realizes various signal...
-
Automated Analysis of Diabetic Retinopathy Using Vessel Segmentation Maps as Inductive Bias
Recent studies suggest that early stages of diabetic retinopathy (DR) can be diagnosed by monitoring vascular changes in the deep vascular complex....
-
Intent defined optical network with artificial intelligence-based automated operation and maintenance
Traditionally, the operation and maintenance of optical networks rely on the experience of engineers to configure network parameters, involving...
-
Machine Learning-Based Multipath Routing for Software Defined Networks
Network softwarization has recently been enabled via the software-defined networking (SDN) paradigm, which separates the data plane from control...
-
Develo** a Three Dimensional Registration Method for Optical Coherence Tomography Data
This work proposes a registration method for stitching different overlap** Optical Coherence Tomography (OCT) data. The algorithm is based on the...
-
Supervised and unsupervised learning using a fully-plastic all-optical unit of artificial intelligence based on solitonic waveguides
The software implementations of neuronal systems have shown great effectiveness, even if the natural hardware separation between the processing and...
-
Experimentation Scenarios for Machine Learning-Based Resource Management
5G changes the landscape of mobile networks profoundly, with an evolved architecture supporting unprecedented capacity, spectral efficiency, and...