Guto Leoni Santos

50 papers A 2B 6C 5Journal 26Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A cluster-based solution for service function chain allocation in large-scale infrastructure. J. Supercomput. Diego de Freitas Bezerra, Élisson da Silva Rocha, Guto Leoni Santos, André Luis Cavalcanti Moreira, Judith Kelner, Djamel Fawzi Hadj Sadok, Glauco Estácio Gonçalves, Maria Valéria Marquezini, Patricia Takako Endo
2024	—	`conf`	Categorising Corruption in the Vaccine Discourse: A General Taxonomy, Data Set, and Evaluation of LLMs for Classifying Corruption Dialogue in Social Media. ASONAM (1) Vitor Gaboardi Dos Santos, Guto Leoni Santos, Antonia Egli, Estatira Kahvazadeh, Bill Doolin, Patricia Takako Endo, Theo Lynn
2024	—	`conf`	Detecting Homophobic Speech in Soccer Tweets Using Large Language Models and Explainable AI. ASONAM (1) Guto Leoni Santos, Vitor Gaboardi Dos Santos, Colm Kearns, Gary Sinclair, Jack Black, Mark Doidge, Thomas Fletcher, Dan Kilvington, Katie Liston, Patricia Takako Endo, Theo Lynn
2024	A	`conf`	Identifying Citizen-Related Issues from Social Media Using LLM-Based Data Augmentation. CAiSE Vitor Gaboardi Dos Santos, Guto Leoni Santos, Theo Lynn, Boualem Benatallah
2024	A	`conf`	Kicking Prejudice: Large Language Models for Racism Classification in Soccer Discourse on Social Media. CAiSE 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
2024	J	`jnl`	Multi-objective Service Function Chain placement in 5G cellular networks based on meta-heuristic approach. Simul. Model. Pract. Theory 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
2023	J	`jnl`	SPIDER: An availability-aware framework for the service function chain placement in distributed scenarios. Softw. Pract. Exp. Guto Leoni Santos, Patricia Takako Endo, Djamel Sadok, Judith Kelner
2022	J	`jnl`	A reinforcement learning-based approach for availability-aware service function chain placement in large-scale networks. Future Gener. Comput. Syst. Guto Leoni Santos, Patricia Takako Endo, Theo Lynn, Djamel Sadok, Judith Kelner
2022	J	`jnl`	Illusion of Truth: Analysing and Classifying COVID-19 Fake News in Brazilian Portuguese Language. Big Data Cogn. Comput. 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
2022	J	`jnl`	Maximising the availability of an internet of medical things system using surrogate models and nature-inspired approaches. Int. J. Grid Util. Comput. Guto Leoni Santos, Demis Gomes, Francisco Airton Silva, Patricia Takako Endo, Theo Lynn
2022	J	`jnl`	Predicting short-term mobile Internet traffic from Internet activity using recurrent neural networks. Int. J. Netw. Manag. Guto Leoni Santos, Pierangelo Rosati, Theo Lynn, Judith Kelner, Djamel Sadok, Patricia Takako Endo
2022	J	`jnl`	Service Function Chain Placement in Distributed Scenarios: A Systematic Review. J. Netw. Syst. Manag. Guto Leoni Santos, Diego de Freitas Bezerra, Élisson da Silva Rocha, Leylane Ferreira, André Luis Cavalcanti Moreira, Glauco Estácio Gonçalves, Maria Valéria Marquezini, Ákos Recse, Amardeep Mehta, Judith Kelner, Djamel Sadok, Patricia Takako Endo
2021	J	`jnl`	Aggregating data center measurements for availability analysis. Softw. Pract. Exp. 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
2021	C	`conf`	Automating the Service Function Chain Availability Assessment. ISCC Guto Leoni Santos, Patricia Takako Endo, Theo Lynn, Djamel Sadok, Judith Kelner
2021	J	`jnl`	Availability-aware and energy-aware dynamic SFC placement using reinforcement learning. J. Supercomput. Guto Leoni Santos, Theo Lynn, Judith Kelner, Patricia Takako Endo
2021	J	`jnl`	Optimizing NFV placement for distributing micro-data centers in cellular networks. J. Supercomput. 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
2021	C	`conf`	Performability Assessment and Sensitivity Analysis of a Home Automation System. DS-RT Carlos Victor, Tuan Anh Nguyen, Leonardo Augusto Silva, Ermeson C. Andrade, Guto Leoni Santos, Dugki Min, Jae-Woo Lee, Francisco Airton Silva
2020	B	`conf`	Analyzing the Impact of Micro Data Centers Failures in Cellular Networks: a Road Race Study. SMC 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
2020	J	`jnl`	Availability analysis of design configurations to compose virtual performance-optimized data center systems in next-generation cloud data centers. Softw. Pract. Exp. 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
2020	J	`jnl`	How do checkpoint mechanisms and power infrastructure failures impact on cloud applications? Int. J. Grid Util. Comput. Guto Leoni Santos, Demis Gomes, Djamel Sadok, Judith Kelner, Élisson Rocha, Patricia Takako Endo
2020	—	`conf`	Optimizing the Cloud Data Center Availability Empowered by Surrogate Models. HICSS Glauco Estácio Gonçalves, Demis Gomes, Guto Leoni Santos, Daniel Rosendo, André L. C. Moreira, Judith Kelner, Djamel Sadok, Patricia Takako Endo
2020	J	`jnl`	Predicting Short-term Mobile Internet Traffic from Internet Activity using Recurrent Neural Networks. CoRR Guto Leoni Santos, Pierangelo Rosati, Theo Lynn, Judith Kelner, Djamel Sadok, Patricia Takako Endo
2020	J	`jnl`	Temperature variation impact on estimating costs and most critical components in a cloud data centre. Int. J. Comput. Appl. Technol. Demis Gomes, Guto Leoni Santos, Djamel Sadok, Glauco Estácio Gonçalves, Patricia Takako Endo, Paulo Romero Martins Maciel
2020	J	`jnl`	The Greatest Teacher, Failure is: Using Reinforcement Learning for SFC Placement Based on Availability and Energy Consumption. CoRR Guto Leoni Santos, Theo Lynn, Judith Kelner, Patricia Takako Endo
2020	J	`jnl`	The internet of things for healthcare: optimising e-health system availability in the fog and cloud. Int. J. Comput. Sci. Eng. Guto Leoni Santos, Demis Gomes, Judith Kelner, Djamel Sadok, Francisco Airton Silva, Patricia Takako Endo, Theo Lynn
2020	B	`conf`	Using Reinforcement Learning to Allocate and Manage SFC in Cellular Networks. CNSM Guto Leoni Santos, Judith Kelner, Djamel Sadok, Patricia Takako Endo
2020	J	`jnl`	Using Reinforcement Learning to Allocate and Manage Service Function Chains in Cellular Networks. CoRR Guto Leoni Santos, Patricia Takako Endo
2020	J	`jnl`	When 5G Meets Deep Learning: A Systematic Review. Algorithms Guto Leoni Santos, Patricia Takako Endo, Djamel Sadok, Judith Kelner
2019	—	`conf`	A Comparison of Machine Learning Approaches for Detecting Misogynistic Speech in Urban Dictionary. CyberSA Theo Lynn, Patricia Takako Endo, Pierangelo Rosati, Ivanovitch Silva, Guto Leoni Santos, Debbie Ging
2019	B	`conf`	A Methodology for Automating the Cloud Data Center Availability Assessment. AINA 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
2019	J	`jnl`	A Standard to Rule Them All: Redfish. IEEE Commun. Stand. Mag. 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
2019	J	`jnl`	A methodology to assess the availability of next-generation data centers. J. Supercomput. 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
2019	J	`jnl`	Accelerometer-Based Human Fall Detection Using Convolutional Neural Networks. Sensors Guto Leoni Santos, Patricia Takako Endo, Kayo Monteiro, Élisson da Silva Rocha, Ivanovitch Silva, Theo Lynn
2019	—	`conf`	Analysing Dependability and Performance of a Real-World Elastic Search Application. LADC 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
2019	J	`jnl`	DCAV: A software system to evaluate next-generation cloud data center availability through a friendly graphical interface. Softw. Pract. Exp. 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
2019	—	`ch.`	Integrating IoT + Fog + Cloud Infrastructures: System Modeling and Research Challenges. Fog and Edge Computing Guto Leoni Santos, Matheus Ferreira, Leylane Ferreira, Judith Kelner, Djamel Sadok, Edison de Queiroz Albuquerque, Theo Lynn, Patricia Takako Endo
2019	B	`conf`	Maximizing the Availability of Composable Systems of Next-Generation Data Centers. SMC 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
2019	J	`jnl`	Measuring the impact of data center failures on a cloud-based emergency medical call system. Concurr. Comput. Pract. Exp. Demis Gomes, Guto Leoni Santos, Daniel Rosendo, Glauco Estácio Gonçalves, André L. C. Moreira, Judith Kelner, Djamel Sadok, Patricia Takako Endo
2019	—	`conf`	Optimizing Resource Availability in Composable Data Center Infrastructures. LADC 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
2018	J	`jnl`	Analyzing the availability and performance of an e-health system integrated with edge, fog and cloud infrastructures. J. Cloud Comput. Guto Leoni Santos, Patricia Takako Endo, Matheus Felipe Ferreira da Silva Lisboa Tigre, Daniel Ferreira, Djamel Sadok, Judith Kelner, Theo Lynn
2018	—	`conf`	Detecting Epileptic Seizures Using Deep Learning with Cloud and Fog Computing. UCC Companion Élisson Rocha, Kayo Monteiro, Emerson Remigio da Silva, Guto Leoni Santos, Wylliams Santos, Patricia Takako Endo
2018	—	`conf`	Developing an e-Health System Based on IoT, Fog and Cloud Computing. UCC Companion Kayo Monteiro, Élisson Rocha, Emerson Remigio da Silva, Guto Leoni Santos, Wylliams Santos, Patricia Takako Endo
2018	—	`conf`	How to Improve Cloud Services Availability? Investigating the Impact of Power and It Subsystems Failures. HICSS Daniel Rosendo, Guto Leoni Santos, Demis Gomes, André L. C. Moreira, Glauco Estácio Gonçalves, Patricia Takako Endo, Judith Kelner, Djamel Sadok, Mozhgan Mahloo
2018	C	`conf`	Modeling the availability of an e-health system integrated with edge, fog and cloud infrastructures. ISCC Matheus Felipe Ferreira da Silva Lisboa Tigre, Guto Leoni Santos, Theo Lynn, Djamel Sadok, Judith Kelner, Patricia Takako Endo
2017	C	`conf`	Analyzing the IT subsystem failure impact on availability of cloud services. ISCC Guto Leoni Santos, Patricia Takako Endo, Glauco Estácio Gonçalves, Daniel Rosendo, Demis Gomes, Judith Kelner, Djamel Sadok, Mozhgan Mahloo
2017	B	`conf`	Analyzing the impact of power infrastructure failures on cloud application availability. SMC Élisson Rocha, Patricia Takako Endo, Guto Leoni Santos, Juliao Braga, Theo Lynn
2017	C	`conf`	Evaluating the cooling subsystem availability on a Cloud data center. ISCC Demis Moacir Gomes, Patricia Takako Endo, Glauco Estácio Gonçalves, Daniel Rosendo, Guto Leoni Santos, Judith Kelner, Djamel Sadok, Mozhgan Mahloo
2017	—	`ch.`	Highly Available Clouds: System Modeling, Evaluations, and Open Challenges. Research Advances in Cloud Computing Patricia Takako Endo, Glauco Estácio Gonçalves, Daniel Rosendo, Demis Gomes, Guto Leoni Santos, André Luis Cavalcanti Moreira, Judith Kelner, Djamel Sadok, Mozhgan Mahloo
2017	J	`jnl`	Minimizing and Managing Cloud Failures. Computer Patricia Takako Endo, Guto Leoni Santos, Daniel Rosendo, Demis Moacir Gomes, André L. C. Moreira, Judith Kelner, Djamel Sadok, Glauco Estácio Gonçalves, Mozhgan Mahloo
2017	B	`conf`	Modeling and analyzing power system failures on cloud services. CNSM Daniel Rosendo, Patricia Takako Endo, Guto Leoni Santos, Demis Moacir Gomes, Glauco Estácio Gonçalves, André L. C. Moreira, Judith Kelner, Djamel Sadok, Mozhgan Mahloo