Search Results - "Dal Maso, Marcos P. A."

DNN-based QoT Estimation Using Topological Inputs and Training with Synthetic-Physical Data by Mayer, Kayol S., Dos Santos, Luan C. M., Pinto, Rossano P., Dal Maso, Marcos P. A., Rothenberg, Christian E., Arantes, Dalton S., Mello, Darli A. A.

“…We propose a DNN-based QoT estimation technique that operates on a network-wide scale. The DNN training data is composed of connection paths, frequency slots,…”
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Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths by Mayer, Kayol S., Soares, Jonathan A., Dal Maso, Marcos P. A., Rothenberg, Christian E., Arantes, Dalton S., Mello, Darli A. A.

“…We propose an SGD-based QoT estimation technique that operates on a network-wide scale by transferring gradients among neighboring wavelengths. Simulation…”
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