Delocalized photonic deep learning on the internet’s edge

Alexander Sludds, Saumil Bandyopadhyay, Zaijun Chen, +13

Science

Edge DevicesPhotonicsDelocalized AnalogEngineeringMachine Learning +13

Optical spectrum feature analysis and recognition for optical network security with machine learning

Yanlong Li, Nan Hua, Jiading Li, +5

Optics Express

Support Vector MachineEngineeringMachine LearningInformation SecurityPattern Recognition +10

Energy Efficiency and Blocking Reduction for Tidal Traffic via Stateful Grooming in IP-Over-Optical Networks

Zhizhen Zhong, Nan Hua, Massimo Tornatore, +6

Journal of Optical Communications and Networking

Cluster ComputingEngineeringDynamic Resource AllocationEnergy EfficiencyNetwork Computing +14

ARROW

Zhizhen Zhong, Manya Ghobadi, Alaa Khaddaj, +3

On QoS-Assured Degraded Provisioning in Service-Differentiated Multi-Layer Elastic Optical Networks

Zhizhen Zhong, Jipu Li, Nan Hua, +4

Optical NetworkingEngineeringDynamic Resource AllocationSurvivable NetworkEdge Computing +11

Routing without Routing Algorithms: an AI-Based Routing Paradigm for Multi-Domain Optical Networks

Zhizhen Zhong, Nan Hua, Zhigang Yuan, +2

EngineeringAi-based Routing ParadigmNetwork RoutingNetwork AnalysisData Science +18

Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference

Zhizhen Zhong, Mingran Yang, Jay Lang, +6

EngineeringAdvanced ComputingComputer ArchitectureReal-time Inference QueriesProgrammable Photonics +20

Understanding Communication Characteristics of Distributed Training

Wenxue Li, Xiangzhou Liu, Yuxuan Li, +6

Time-Sliced Flexible Resource Allocation for Optical Low Earth Orbit Satellite Networks

Zelin Zheng, Nan Hua, Zhizhen Zhong, +3

IEEE Access

Free-space Optical NetworkSpace-based Optical NetworksEngineeringOptical NetworksEdge Computing +10

Provisioning Short-Term Traffic Fluctuations in Elastic Optical Networks

Zhizhen Zhong, Nan Hua, Massimo Tornatore, +4

IEEE/ACM Transactions on Networking

Transient Traffic SpikesEngineeringNetwork PlanningNetwork AnalysisElastic Optical Networks +15