Search Results - "PINTO, Rossano P"

Demonstration of ML-Assisted Soft-Failure Localization Based on Network Digital Twins by Mayer, Kayol S., Pinto, Rossano P., Soares, Jonathan A., Arantes, Dalton S., Rothenberg, Christian E., Cavalcante, Vinicius, Santos, Leonardo L., Moraes, Filipe D., Mello, Darli A. A.

“…In optical transport networks, failure localization is usually triggered as a response to alarms and significant anomalous behaviors. However, the recent…”
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Machine-learning-based soft-failure localization with partial software-defined networking telemetry by Mayer, Kayol S., Soares, Jonathan A., Pinto, Rossano P., Rothenberg, Christian E., Arantes, Dalton S., Mello, Darli A. A.

“…Soft-failure localization frameworks typically use if-else rules to localize failures based on the received telemetry data. However, in certain cases,…”
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Chat-IBN-RASA: Building an Intent Translator for Packet-Optical Networks based on RASA by Cesila, Celso H., Pinto, Rossano P., Mayer, Kayol S., Escallon-Portilla, Andres F., Mello, Darli A. A., Arantes, Dalton S., Rothenberg, Christian E.

“…This work presents Chat-IBN-RASA, a conversational AI chatbot based on the open-source RASA framework, acting as an Intent Translator component for…”
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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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Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry by Mayer, Kayol S., Soares, Jonathan A., Pinto, Rossano P., Rothenberg, Christian E., Arantes, Dalton S., Mello, Darli A. A.

“…Targeting soft failure localization, we present a machine learning approach using SDN streaming telemetry of network-wide parameters. The artificial neural…”
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Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry by Pinto, Rossano P., Mayer, Kayol S., Arantes, Dalton S., Mello, Darli A. A., Rothenberg, Christian E.

“…We demonstrate a packet-optical differentiated survivability mechanism implemented in P4 switches using gNMI telemetry. The controller detects the premium…”
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When Digital Twins Meet Optical Networks Operations by Mello, Darli A. A., Mayer, Kayol S., Escallon-Portilla, Andres F., Arantes, Dalton S., Pinto, Rossano P., Rothenberg, Christian E.

“…We discuss the potential of deploying a network digital twin to support future data-driven optical networks implementing advanced telemetry. Use cases of…”
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Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical by Pinto, Rossano P., Cesila, Celso H., Mayer, Kayol S., Portilla, Andres F. E., Arantes, Dalton S., Mello, Darli A. A., Rothenberg, Christian E.

“…We demonstrate packet-optical intent-based networking with survivability in-tents in a Mininet-Optical testbed. The intent agent negotiates intents with users…”
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Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry by Pinto, Rossano P., Mayer, Kayol S., Soares, Jonathan A., Arantes, Dalton S., Mello, Darli A. A., Cavalcante, Vinicius, Santos, Leonardo L., Moraes, Filipe D., Rothenberg, Christian E.

“…We demonstrate a soft-failure localization framework using SDN-based network-wide telemetry. Soft failures are generated in a small-scale laboratory…”
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REAL-a virtual laboratory built from software components by Guimares, E.G., Maffeis, A.T., Pinto, R.P., Miglinski, C.A., Cardozo, E., Bergerman, M., Magalhaes, M.F.

“…This paper presents the Remotely Accessible Laboratory (REAL), a virtual laboratory accessible through the Internet. REAL allows a remote user to manipulate a…”
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REAL: A virtual laboratory built from software components: Networked intelligent robots through the internet by GUIMARES, Eliane G, MAFFEIS, Antonio T, PINTO, Rossano P, MIGLINSKI, Carlos A, CARDOZO, Eleri, BERGERMAN, Marcel, MAGALHAES, Mauricio F

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A Web Lab for Mobile Robotics Education by Coelho, P.R.S.L., Sassi, R.F., Cardozo, E., Guimaraes, E.G., Faina, L.F., Lima, A.Z., Pinto, R.P.

“…This paper presents an architecture for building remote access laboratories (or Web labs) following the service-oriented computing approach. In this…”
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