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Pedro R. X. do Carmo

Universidade Federal de Pernambuco (UFPE)

SCHOLARLY PAPERS

4

DOWNLOADS

165

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

A Data-Driven Model for the Optimization of Energy Consumption of an Industrial Production Boiler in a Fiber Plant

Number of pages: 25 Posted: 30 May 2022
Pedro R. X. do Carmo, João Victor L. do Monte, Assis T. Oliveira Filho, Eduardo Freitas, Djamel H. J. Sadok, Judith Kelner and Matheus F. F. S. L. Tigre
Universidade Federal de Pernambuco (UFPE), affiliation not provided to SSRN, Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE) and affiliation not provided to SSRN
Downloads 66 (924,743)

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Data-driven model, Machine learning, decision trees, Optimization, energy saving, industry

2.

Data Analysis of an Experimental Cloud Virtualization Scenario Using Machine Learning Methods

Number of pages: 14 Posted: 28 Apr 2022
Pedro R. X. do Carmo, Eduardo Freitas, Assis T. Oliveira Filho, Djamel H. J. Sadok and Judith Kelner
Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE) and Universidade Federal de Pernambuco (UFPE)
Downloads 44 (1,133,231)

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data analysis, virtualization, cloud computing, computer networks, network performance measurements

3.

Comparative Analysis of Tsn Simulation and a Real-World Deployment: A Study of End-to-End Latency and Performance

Number of pages: 27 Posted: 20 Jun 2025
Daniel Bezerra, Assis T. Oliveira Filho, Pedro R. X. do Carmo, Judith Kelner and Djamel H. J. Sadok
affiliation not provided to SSRN, Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE) and Universidade Federal de Pernambuco (UFPE)
Downloads 30 (1,332,057)

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Time-Sensitive Networks, Network Latency, TSN Simulation, Virtualization

4.

A Lightweight Digital Twin for Credit-Based Shaper Optimization in Time-Sensitive Networks Using Graph Neural Networks and Reinforcement Learning

Number of pages: 50 Posted: 14 Mar 2026
Daniel Bezerra, Assis T. Oliveira Filho, Pedro R. X. do Carmo, Judith Kelner and Djamel H. J. Sadok
affiliation not provided to SSRN, Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE), Universidade Federal de Pernambuco (UFPE) and Universidade Federal de Pernambuco (UFPE)
Downloads 25 (1,411,822)

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Time-Sensitive Networks, Graph Neural Networks, Reinforcement
Learning, Optimization