Guto Leoni Santos

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 45

Top Topics

Systematic Review

Portuguese Language

Graphical Interface

Top Venues

Softw. Pract. Exp.

J. Supercomput.

Publications

Guto Leoni Santos, Vitor Gaboardi Dos Santos, Colm Kearns, Gary Sinclair, Jack Black, Mark Doidge, Thomas Fletcher, Dan Kilvington, Patricia Takako Endo, Katie Liston, Theo Lynn
Kicking Prejudice: Large Language Models for Racism Classification in Soccer Discourse on Social Media. CAiSE (2024)
Diego de Freitas Bezerra, Guto Leoni Santos, Élisson da Silva Rocha, André L. C. Moreira, Djamel Fawzi Hadj Sadok, Judith Kelner, Glauco Estácio Gonçalves, Amardeep Mehta, Maria Valéria Marquezini, Patricia Takako Endo
Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach. Simul. Model. Pract. Theory 133 (2024)
Vitor Gaboardi Dos Santos, Guto Leoni Santos, Theo Lynn, Boualem Benatallah
Identifying Citizen-Related Issues from Social Media Using LLM-Based Data Augmentation. CAiSE (2024)
Guto Leoni Santos, Patricia Takako Endo, Djamel Sadok, Judith Kelner
SPIDER: An availability-aware framework for the service function chain placement in distributed scenarios. Softw. Pract. Exp. 53 (2) (2023)
Guto Leoni Santos, Diego de Freitas Bezerra, Élisson da Silva Rocha, Leylane Ferreira, André Luis Cavalcanti Moreira, Glauco Estácio Gonçalves, Maria Valéria Marquezini, Akos Recse, Amardeep Mehta, Judith Kelner, Djamel Sadok, Patricia Takako Endo
Service Function Chain Placement in Distributed Scenarios: A Systematic Review. J. Netw. Syst. Manag. 30 (1) (2022)
Guto Leoni Santos, Demis Gomes, Francisco Airton Silva, Patricia Takako Endo, Theo Lynn
Maximising the availability of an internet of medical things system using surrogate models and nature-inspired approaches. Int. J. Grid Util. Comput. 13 (2/3) (2022)
Patricia Takako Endo, Guto Leoni Santos, Maria Eduarda de Lima Xavier, Gleyson Rhuan Nascimento Campos, Luciana Conceição de Lima, Ivanovitch Silva, Antonia Egli, Theo Lynn
Illusion of Truth: Analysing and Classifying COVID-19 Fake News in Brazilian Portuguese Language. Big Data Cogn. Comput. 6 (2) (2022)
Guto Leoni Santos, Patricia Takako Endo, Theo Lynn, Djamel Sadok, Judith Kelner
A reinforcement learning-based approach for availability-aware service function chain placement in large-scale networks. Future Gener. Comput. Syst. 136 (2022)
Guto Leoni Santos, Pierangelo Rosati, Theo Lynn, Judith Kelner, Djamel Sadok, Patricia Takako Endo
Predicting short-term mobile Internet traffic from Internet activity using recurrent neural networks. Int. J. Netw. Manag. 32 (3) (2022)
Diego de Freitas Bezerra, Guto Leoni Santos, Glauco Estácio Gonçalves, André L. C. Moreira, Leylane Graziele Ferreira da Silva, Élisson da Silva Rocha, Maria Valéria Marquezini, Judith Kelner, Djamel Sadok, Amardeep Mehta, Mattias Wildeman, Patricia Takako Endo
Optimizing NFV placement for distributing micro-data centers in cellular networks. J. Supercomput. 77 (8) (2021)
Carlos Victor, Tuan Anh Nguyen, Leonardo Augusto Silva, Ermeson Andrade, Guto Leoni Santos, Dugki Min, Jae-Woo Lee, Francisco Airton Silva
Performability Assessment and Sensitivity Analysis of a Home Automation System. DS-RT (2021)
Élisson da Silva Rocha, Leylane Silva, Guto Leoni Santos, Diego de Freitas Bezerra, André L. C. Moreira, Glauco Estácio Gonçalves, Maria Valéria Marquezini, Amardeep Mehta, Mattias Wildeman, Judith Kelner, Djamel Sadok, Patricia Takako Endo
Aggregating data center measurements for availability analysis. Softw. Pract. Exp. 51 (5) (2021)
Guto Leoni Santos, Patricia Takako Endo, Theo Lynn, Djamel Sadok, Judith Kelner
Automating the Service Function Chain Availability Assessment. ISCC (2021)
Guto Leoni Santos, Theo Lynn, Judith Kelner, Patricia Takako Endo
Availability-aware and energy-aware dynamic SFC placement using reinforcement learning. J. Supercomput. 77 (11) (2021)
Demis Gomes, Guto Leoni Santos, Djamel Sadok, Glauco Estácio Gonçalves, Patricia Takako Endo, Paulo Romero Martins Maciel
Temperature variation impact on estimating costs and most critical components in a cloud data centre. Int. J. Comput. Appl. Technol. 62 (4) (2020)
Guto Leoni Santos, Diego de Freitas Bezerra, Élisson Rocha, Leylane Ferreira, Glauco Estácio Gonçalves, André L. C. Moreira, Judith Kelner, Djamel Sadok, Mattias Wildeman, Amardeep Mehta, Patricia Takako Endo
Analyzing the Impact of Micro Data Centers Failures in Cellular Networks: a Road Race Study. SMC (2020)
Guto Leoni Santos, Pierangelo Rosati, Theo Lynn, Judith Kelner, Djamel Sadok, Patricia Takako Endo
Predicting Short-term Mobile Internet Traffic from Internet Activity using Recurrent Neural Networks. CoRR (2020)
Daniel Rosendo, Demis Gomes, Guto Leoni Santos, Leylane Silva, André L. C. Moreira, Judith Kelner, Djamel Sadok, Glauco Estácio Gonçalves, Amardeep Mehta, Mattias Wildeman, Patricia Takako Endo
Availability analysis of design configurations to compose virtual performance-optimized data center systems in next-generation cloud data centers. Softw. Pract. Exp. 50 (6) (2020)
Guto Leoni Santos, Patricia Takako Endo, Djamel Sadok, Judith Kelner
When 5G Meets Deep Learning: A Systematic Review. Algorithms 13 (9) (2020)
Glauco Estácio Gonçalves, Demis Gomes, Guto Leoni Santos, Daniel Rosendo, André L. C. Moreira, Judith Kelner, Djamel Sadok, Patricia Takako Endo
Optimizing the Cloud Data Center Availability Empowered by Surrogate Models. HICSS (2020)
Guto Leoni Santos, Theo Lynn, Judith Kelner, Patricia Takako Endo
The Greatest Teacher, Failure is: Using Reinforcement Learning for SFC Placement Based on Availability and Energy Consumption. CoRR (2020)
Guto Leoni Santos, Demis Gomes, Judith Kelner, Djamel Sadok, Francisco Airton Silva, Patricia Takako Endo, Theo Lynn
The internet of things for healthcare: optimising e-health system availability in the fog and cloud. Int. J. Comput. Sci. Eng. 21 (4) (2020)
Guto Leoni Santos, Demis Gomes, Djamel Sadok, Judith Kelner, Élisson Rocha, Patricia Takako Endo
How do checkpoint mechanisms and power infrastructure failures impact on cloud applications? Int. J. Grid Util. Comput. 11 (5) (2020)
Guto Leoni Santos, Judith Kelner, Djamel Sadok, Patricia Takako Endo
Using Reinforcement Learning to Allocate and Manage SFC in Cellular Networks. CNSM (2020)
Guto Leoni Santos, Patricia Takako Endo
Using Reinforcement Learning to Allocate and Manage Service Function Chains in Cellular Networks. CoRR (2020)
Leylane Ferreira, Theo Lynn, Patricia Takako Endo, Élisson da Silva Rocha, Kayo Monteiro, Guto Leoni Santos, Francisco Airton Silva, Judith Kelner, Djamel Sadok, Carmelo J. A. Bastos Filho, Pierangelo Rosati
Optimizing Resource Availability in Composable Data Center Infrastructures. LADC (2019)
Demis Gomes, Guto Leoni Santos, Daniel Rosendo, Glauco Estácio Gonçalves, André L. C. Moreira, Judith Kelner, Djamel Sadok, Patricia Takako Endo
Measuring the impact of data center failures on a cloud-based emergency medical call system. Concurr. Comput. Pract. Exp. 31 (15) (2019)
Glauco Estácio Gonçalves, Daniel Rosendo, Leylane Ferreira, Guto Leoni Santos, Demis Gomes, André L. C. Moreira, Judith Kelner, Djamel Sadok, Mattias Wildeman, Patricia Takako Endo
A Standard to Rule Them All: Redfish. IEEE Commun. Stand. Mag. 3 (2) (2019)
Theo Lynn, Patricia Takako Endo, Pierangelo Rosati, Ivanovitch Silva, Guto Leoni Santos, Debbie Ging
A Comparison of Machine Learning Approaches for Detecting Misogynistic Speech in Urban Dictionary. CyberSA (2019)
Malika Bendechache, Theo Lynn, Ivanovitch Silva, Guto Leoni Santos, Luiz Affonso Guedes, Sergej Svorobej, Manuel Noya Mario, M. Eduardo Ares, James Byrne, Patricia Takako Endo
Analysing Dependability and Performance of a Real-World Elastic Search Application. LADC (2019)
André L. C. Moreira, Daniel Rosendo, Demis Gomes, Guto Leoni Santos, Leylane Silva, Carolina Cani D. L., Judith Kelner, Djamel Sadok, Glauco Estácio Gonçalves, Amardeep Mehta, Mattias Wildeman, Patricia Takako Endo
DCAV: A software system to evaluate next-generation cloud data center availability through a friendly graphical interface. Softw. Pract. Exp. 49 (11) (2019)
Daniel Rosendo, Demis Gomes, Guto Leoni Santos, Glauco Estácio Gonçalves, André L. C. Moreira, Leylane Ferreira, Patricia Takako Endo, Judith Kelner, Djamel Sadok, Amardeep Mehta, Mattias Wildeman
A methodology to assess the availability of next-generation data centers. J. Supercomput. 75 (10) (2019)
Leylane Ferreira, Patricia Takako Endo, Glauco Estácio Gonçalves, Daniel Rosendo, Guto Leoni Santos, André L. C. Moreira, Judith Kelner, Djamel Sadok, Mattias Wildeman, Amardeep Mehta
Maximizing the Availability of Composable Systems of Next-Generation Data Centers. SMC (2019)
Guto Leoni Santos, Daniel Rosendo, Demis Gomes, Leylane Ferreira, André L. C. Moreira, Djamel Sadok, Judith Kelner, Glauco Estácio Gonçalves, Mattias Wildeman, Patricia Takako Endo
A Methodology for Automating the Cloud Data Center Availability Assessment. AINA (2019)
Guto Leoni Santos, Patricia Takako Endo, Kayo Monteiro, Élisson da Silva Rocha, Ivanovitch Silva, Theo Lynn
Accelerometer-Based Human Fall Detection Using Convolutional Neural Networks. Sensors 19 (7) (2019)
Guto Leoni Santos, Patricia Takako Endo, Matheus Felipe Ferreira da Silva Lisboa Tigre, Daniel Ferreira, Djamel Sadok, Judith Kelner, Theo Lynn
Analyzing the availability and performance of an e-health system integrated with edge, fog and cloud infrastructures. J. Cloud Comput. 7 (2018)
Daniel Rosendo, Guto Leoni Santos, Demis Gomes, André L. C. Moreira, Glauco Estácio Gonçalves, Patricia Takako Endo, Judith Kelner, Djamel Sadok, Mozhgan Mahloo
How to Improve Cloud Services Availability? Investigating the Impact of Power and It Subsystems Failures. HICSS (2018)
Élisson Rocha, Kayo Monteiro, Emerson Remigio da Silva, Guto Leoni Santos, Wylliams Santos, Patricia Takako Endo
Detecting Epileptic Seizures Using Deep Learning with Cloud and Fog Computing. UCC Companion (2018)
Kayo Monteiro, Élisson Rocha, Emerson Remigio da Silva, Guto Leoni Santos, Wylliams Santos, Patricia Takako Endo
Developing an e-Health System Based on IoT, Fog and Cloud Computing. UCC Companion (2018)
Matheus Felipe Ferreira da Silva Lisboa Tigre, Guto Leoni Santos, Theo Lynn, Djamel Sadok, Judith Kelner, Patricia Takako Endo
Modeling the availability of an e-health system integrated with edge, fog and cloud infrastructures. ISCC (2018)
Daniel Rosendo, Patricia Takako Endo, Guto Leoni Santos, Demis Moacir Gomes, Glauco Estácio Gonçalves, André L. C. Moreira, Judith Kelner, Djamel Sadok, Mozhgan Mahloo
Modeling and analyzing power system failures on cloud services. CNSM (2017)
Guto Leoni Santos, Patricia Takako Endo, Glauco Estácio Gonçalves, Daniel Rosendo, Demis Gomes, Judith Kelner, Djamel Sadok, Mozhgan Mahloo
Analyzing the IT subsystem failure impact on availability of cloud services. ISCC (2017)
Demis Moacir Gomes, Patricia Takako Endo, Glauco Estácio Gonçalves, Daniel Rosendo, Guto Leoni Santos, Judith Kelner, Djamel Sadok, Mozhgan Mahloo
Evaluating the cooling subsystem availability on a Cloud data center. ISCC (2017)
Élisson Rocha, Patricia Takako Endo, Guto Leoni Santos, Juliao Braga, Theo Lynn
Analyzing the impact of power infrastructure failures on cloud application availability. SMC (2017)
Patricia Takako Endo, Guto Leoni Santos, Daniel Rosendo, Demis Moacir Gomes, André L. C. Moreira, Judith Kelner, Djamel Sadok, Glauco Estácio Gonçalves, Mozhgan Mahloo
Minimizing and Managing Cloud Failures. Computer 50 (11) (2017)