| Machine Learning for Network Automation: Overview, Architecture, and Applications [Invited Tutorial] |
34 |
| Machine-Learning Method for Quality of Transmission Prediction of Unestablished Lightpaths |
22 |
| Deep-Learning-Assisted Network Orchestration for On-Demand and Cost-Effective vNF Service Chaining in Inter-DC Elastic Optical Networks |
17 |
| Dynamic Slicing Approach for Multi-Tenant 5G Transport Networks |
16 |
| Machine Learning Models for Estimating Quality of Transmission in DWDM Networks |
16 |
| Routing, Spectrum, and Core Assignment in SDM-EONs With MCF: Node-Arc ILP/MILP Methods and an Efficient XT-Aware Heuristic Algorithm |
15 |
| Adaptive Modulation and Flexible Resource Allocation in Space-Division-Multiplexed Elastic Optical Networks |
15 |
| Joint Optimization of Power Allocation and Load Balancing for Hybrid VLC/RF Networks |
15 |
| Using Machine Learning in Communication Networks [Invited] |
13 |
| Two-Way Multiuser Mixed RF/FSO Relaying: Performance Analysis and Power Allocation |
13 |
| Soft Failure Localization During Commissioning Testing and Lightpath Operation |
12 |
| Silicon Photonics-Based 100 Gbit/s, PAM DWDM Data Center Interconnects |
12 |
| Learning Process for Reducing Uncertainties on Network Parameters and Design Margins |
12 |
| Accurate Quality of Transmission Estimation With Machine Learning |
11 |
| Dynamic Routing in Spectrally Spatially Flexible Optical Networks with Back-to-Back Regeneration |
11 |
| Convolutional Neural Network-Based Optical Performance Monitoring for Optical Transport Networks |
11 |
| Scheduling with Machine-Learning-Based Flow Detection for Packet-Switched Optical Data Center Networks |
11 |
| Fronthaul Network Modeling and Dimensioning Meeting Ultra-Low Latency Requirements for 5G |
11 |
| Time -Frequency Domain Encryption With SLM Scheme for Physical-Layer Security in an OFDM-PON System |
10 |
| GreenTouch GreenMeter Core Network Energy-Efficiency Improvement Measures and Optimization |
10 |
| Spatial Channel Network (SCN): Opportunities and Challenges of Introducing Spatial Bypass Toward the Massive SDM Era |
9 |
| Learning Life Cycle to Speed Up Autonomic Optical Transmission and Networking Adoption |
9 |
| Two Use Cases of Machine Learning for SDN-Enabled IP/Optical Networks: Traffic Matrix Prediction and Optical Path Performance Prediction [Invited] |
9 |
| Space-Division Multiplexing in Data Center Networks: On Multi-Core Fiber Solutions and Crosstalk-Suppressed Resource Allocation |
9 |
| Protocol Design and Performance Analysis of Multiuser Mixed RF and Hybrid FSO/RF Relaying With Buffers |
9 |
| Location-Aware Energy Efficient Virtual Network Embedding in Software-Defined Optical Data Center Networks |
9 |
| Reimagining Datacenter Topologies With Integrated Silicon Photonics |
9 |
| Leveraging Statistical Machine Learning to Address Failure Localization in Optical Networks |
8 |
| Autonomic Disaggregated Multilayer Networking |
8 |
| Machine-Learning-Based Prediction for Resource (Re)allocation in Optical Data Center Networks |
8 |
| Automatic Intent-Based Secure Service Creation Through a Multilayer SDN Network Orchestration |
8 |
| Impairment-Aware Manycast Routing, Modulation Level, and Spectrum Assignment in Elastic Optical Networks |
8 |
| Towards Immersive Tactile Internet Experiences: Low-Latency FiWi Enhanced Mobile Networks With Edge Intelligence |
8 |
| Latency-Aware Resource Orchestration in SDN-Based Packet Over Optical Flexi-Grid Transport Networks |
8 |
| Physical-Layer-Aware Performance Evaluation of SDM Networks Based on SMF Bundles, MCFs, and FMFs |
7 |
| Hierarchical Edge Cloud Enabling Network Slicing for 5G Optical Fronthaul |
7 |
| Amplify-and-forward multihop non-line-of-sight ultraviolet communication in the gamma-gamma fading channel |
7 |
| Path-Based Fragmentation Metric and RSA Algorithms for Elastic Optical Networks |
7 |
| Energy-Efficient Service Function Chain Provisioning |
7 |
| Performance Analysis of Analog IF Over Fiber Fronthaul Link With 4G and 5G Coexistence |
7 |
| Bounds for Energy-Efficient Survivable IP Over WDM Networks With Network Coding |
7 |
| Deep-Neural-Network-Based Wavelength Selection and Switching in ROADM Systems |
7 |
| Machine Learning Based Linear and Nonlinear Noise Estimation |
7 |
| Physical Layer Performance of Multi-Band Optical Line Systems Using Raman Amplification |
7 |
| P4 Edge Node Enabling Stateful Traffic Engineering and Cyber Security |
7 |
| HiFOST: A Scalable and Low-Latency Hybrid Data Center Network Architecture Based on Flow-Controlled Fast Optical Switches |
7 |
| Low-Latency High-Efficiency Mobile Fronthaul With TDM-PON (Mobile-PON) |
7 |
| Mobile Fronthaul Architecture and Technologies: A RAN Equipment Assessment |
6 |
| On the Impact of Deploying Optical Transport Networks Using Disaggregated Line Systems |
6 |
| Multi-Period Planning With Actual Physical and Traffic Conditions |
6 |
