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2020 – today
- 2024
[j22]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: 102927 (2024)- [c20]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: 531-546 - [c19]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: 547-562 - 2023
- [j21]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): 413-437 (2023) - 2022
- [j20]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): 36 (2022) - [j19]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: 93-109 (2022) - [j18]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): 291-308 (2022) - [j17]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) - [j16]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:
Service Function Chain Placement in Distributed Scenarios: A Systematic Review. J. Netw. Syst. Manag. 30(1): 4 (2022) - 2021
- [j15]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): 868-892 (2021) - [j14]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): 8995-9019 (2021) - [j13]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): 12711-12740 (2021) - [c18]Carlos Victor, Tuan Anh Nguyen, Leonardo Augusto Silva, Ermeson C. 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: 1-4 - [c17]Guto Leoni Santos, Patricia Takako Endo, Theo Lynn, Djamel Sadok, Judith Kelner:
Automating the Service Function Chain Availability Assessment. ISCC 2021: 1-7 - 2020
- [j12]Guto Leoni Santos, Patricia Takako Endo, Djamel Sadok, Judith Kelner:
When 5G Meets Deep Learning: A Systematic Review. Algorithms 13(9): 208 (2020) - [j11]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): 361-374 (2020) - [j10]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): 615-628 (2020) - [j9]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): 615-628 (2020) - [j8]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): 805-826 (2020) - [c16]Guto Leoni Santos, Judith Kelner, Djamel Sadok, Patricia Takako Endo:
Using Reinforcement Learning to Allocate and Manage SFC in Cellular Networks. CNSM 2020: 1-5 - [c15]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: 1-10 - [c14]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: 3096-3102 - [i3]Guto Leoni Santos, Patricia Takako Endo:
Using Reinforcement Learning to Allocate and Manage Service Function Chains in Cellular Networks. CoRR abs/2006.07349 (2020) - [i2]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 abs/2010.05711 (2020) - [i1]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 abs/2010.05741 (2020)
2010 – 2019
- 2019
- [j7]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) - [j6]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): 36-43 (2019) - [j5]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): 1644 (2019) - [j4]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): 1573-1599 (2019) - [j3]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): 6361-6385 (2019) - [c13]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: 1011-1023 - [c12]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: 1-8 - [c11]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: 1-8 - [c10]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: 1-10 - [c9]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: 573-580 - [p2]Guto Leoni Santos, Matheus Ferreira, Leylane Ferreira, Judith Kelner, Djamel Sadok, Edison de Queiroz Albuquerque, Theo Lynn, Patricia Takako Endo:
Integrating IoT + Fog + Cloud Infrastructures: System Modeling and Research Challenges. Fog and Edge Computing 2019: 51-78 - [d1]Theo Lynn, Patricia Takako Endo, Pierangelo Rosati, Ivanovitch Silva, Guto Leoni Santos, Debbie Ging:
Urban Dictionary definitions dataset for misogyny speech detection. IEEE DataPort, 2019
- 2018
- [j2]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: 16 (2018) - [c8]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: 1-10 - [c7]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: 416-421 - [c6]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: 17-18 - [c5]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: 19-20 - 2017
- [j1]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): 86-90 (2017) - [c4]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: 1-7 - [c3]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: 717-723 - [c2]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: 736-741 - [c1]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: 1746-1751 - [p1]Patricia Takako Endo, Glauco Estácio Gonçalves, Daniel Rosendo, Demis Gomes, Guto Leoni Santos, André Luis Cavalcanti Moreira, Judith Kelner, Djamel Sadok, Mozhgan Mahloo:
Highly Available Clouds: System Modeling, Evaluations, and Open Challenges. Research Advances in Cloud Computing 2017: 21-53
Coauthor Index
aka: Leylane Graziele Ferreira da Silva
aka: Demis Moacir Gomes
aka: André Luis Cavalcanti Moreira
aka: Élisson Rocha
aka: Djamel Sadok
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