Glaucio H. S. Carvalho

58 papers B 5C 3Misc 4Journal 25Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hybrid deep learning model for adversarially resilient Internet traffic prediction.
Comput. Electr. Eng.
Sajal Saha, Saikat Das, Glaucio H. S. Carvalho
2026 — conf
FEXT-DP: An Approach for Differentially Private and Explainable Federated Learning.
CCNC
Julio Oliveira, Rodrigo Ferreira, André Riker, Glaucio H. S. Carvalho, Eirini Eleni Tsilopoulou
2026 J jnl
Novel Explainable CNN-LightGBM Model for Smartphone Continuous Authentication.
IEEE Access
Damandeep Kaur, Glaucio H. S. Carvalho, Renata Dividino, Isaac Woungang, Alagan Anpalagan
2026 J jnl
Novel RF-jamming IDS for vehicular networks: LSTM, XGBoost, and meta-models approaches.
Int. J. Crit. Infrastructure Prot.
Mubashir Murshed, Nujitha Wickramasurendra, Afrin Jubaida, Robson E. De Grande, Glaucio H. S. Carvalho
2026 J jnl
Towards Explainable Federated Learning: Understanding the Impact of Differential Privacy.
CoRR
Júlio Oliveira, Rodrigo Ferreira, André Riker, Glaucio H. S. Carvalho, Eirini Eleni Tsilopoulou
2025 C conf
Bi-Level Traffic Steering Decision in High-Mobile and Ultra-Dense Multi-RAT Networks.
ISCC
Mubashir Murshed, Israt Jabin, Afrin Jubaida, Glaucio H. S. Carvalho, Robson E. De Grande
2025 C conf
Federated Learning of Decision Trees in Cooperative IoT Edge Computing.
ISCC
Lucas Barbosa, Yuri Santo, Júlio Oliveira, Carlos A. Astudillo, Weverton Cordeiro, André Riker, Glaucio H. S. Carvalho
2025 J jnl
Federated Learning with Graph-Based Aggregation for Traffic Forecasting.
CoRR
Audri Banik, Glaucio H. S. Carvalho, Renata Dividino
2025 B conf
Flow-Based Anomaly Intrusion Detection Systems Using Recurrent Neural Networks.
WiMob
Hafiz Yasir Noor, Isaac Woungang, Glaucio H. S. Carvalho, Issa Traoré, Dao Thanh Hai
2025 — conf
RF Jamming BERT Intrusion Detection Systems for Vehicular Networks.
SysCon
Nujitha Wickramasurendra, Robson E. De Grande, Glaucio H. S. Carvalho
2025 B conf
Towards Explainable AI in Continuous Smartphone Authentication: Leveraging CNN, BiLSTM, and Attention Techniques.
COMPSAC
Damandeep Kaur, Andrew Pauls, Glaucio H. S. Carvalho
2024 — conf
A Graph Convolutional Networks-Based DDoS Detection Model.
SysCon
Braden J. Saunders, Patrice Kisanga, Glaucio H. S. Carvalho, Isaac Woungang
2024 — conf
Bidirectional LSTM-GRU GAN Model for Enhancing IoT Network Security.
GLOBECOM (Workshops)
Hafiz Yasir Noor, Isaac Woungang, Glaucio H. S. Carvalho, Alagan Anpalagan
2024 — conf
ConvLSTMTransNet: A Hybrid Deep Learning Approach for Internet Traffic Telemetry.
VCC
Sajal Saha, Saikat Das, Glaucio H. S. Carvalho
2024 J jnl
ConvLSTMTransNet: A Hybrid Deep Learning Approach for Internet Traffic Telemetry.
CoRR
Sajal Saha, Saikat Das, Glaucio H. S. Carvalho
2024 Misc conf
Deep Graph Learning for DDoS Detection and Multi-Class Classification IDS.
CSR
Braden J. Saunders, Robson E. De Grande, Glaucio H. S. Carvalho, Isaac Woungang
2024 J jnl
Ensemble SARSA and LSTM for User-Centric Handover Decisions in 5G Vehicular Networks.
IEEE Trans. Intell. Transp. Syst.
Mubashir Murshed, Glaucio H. S. Carvalho, Robson E. De Grande
2024 — conf
Generative Adversarial Networks for IoT Security: A Convolutional Neural Network Approach.
VCC
Brandon Fernandez, Hafiz Yasir Noor, Isaac Woungang, Glaucio H. S. Carvalho
2024 B conf
Regression and Deep Learning for Proactive Density-aware 5G Handovers in Vehicular Networks.
GLOBECOM
Mubashir Murshed, Glaucio H. S. Carvalho, Robson E. De Grande
2024 — conf
Ultra-Density Aware Learning-Based Handover Management in High-Mobility 5G Vehicular Networks.
ICC
Mubashir Murshed, Glaucio H. S. Carvalho, Robson E. De Grande
2024 Misc conf
Vehicular Network Security Against RF Jamming: An LSTM Detection System.
CSR
Mubashir Murshed, Afrin Jubaida, Robson E. De Grande, Glaucio H. S. Carvalho
2023 — conf
Adaptive User-centric Virtual Cell Handover Decision-making in 5G Vehicular Networks.
ICC
Mubashir Murshed, Glaucio H. S. Carvalho, Robson E. De Grande
2023 J jnl
Admission and Placement Policies for Latency-Compliant Secure Services in 5G Edge-Cloud System.
IEEE Syst. J.
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Issa Traoré
2023 J jnl
Deep learning-enabled anomaly detection for IoT systems.
Internet Things
Adel Abusitta, Glaucio H. S. Carvalho, Omar Abdel Wahab, Talal Halabi, Benjamin C. M. Fung, Saja Al-Mamoori
2023 Misc conf
Network Anomaly Detection Using a Graph Neural Network.
ICNC
Patrice Kisanga, Isaac Woungang, Issa Traoré, Glaucio H. S. Carvalho
2022 J jnl
Cloud Firewall Under Bursty and Correlated Data Traffic: A Theoretical Analysis.
IEEE Trans. Cloud Comput.
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan
2022 — conf
Edge-Assisted Secure and Dependable Optimal Policies for the 5G Cloudified Infrastructure.
ICC
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Issa Traoré, Periklis Chatzimisios
2022 — conf
MDP-based Region-oriented Connectivity Estimation in Vehicular Fog Computing for SDVN.
MobiWac
Penghan Yan, Glaucio H. S. Carvalho, Robson E. De Grande
2021 J jnl
Optimal Security Risk Management Mechanism for the 5G Cloudified Infrastructure.
IEEE Trans. Netw. Serv. Manag.
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Issa Traoré
2021 J jnl
Optimal Security-Aware Virtual Machine Management for Mobile Edge Computing Over 5G Networks.
IEEE Syst. J.
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Issa Traoré
2020 — conf
Malware Detection Using Machine Learning Models.
NBiS
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Issa Traoré, Leonard Barolli
2020 — conf
Optimal Security Cost for Latency-Aware Service Provisioning in Mobile Edge Computing.
CCCI
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Issa Traoré
2020 J jnl
Optimal broadcast scheduling method for VANETs: An adaptive discrete firefly approach.
J. Intell. Fuzzy Syst.
Joshua Christy Jackson, Duraisamy Rekha, V. Vijayakumar, Glaucio H. S. Carvalho
2020 J jnl
When Agile Security Meets 5G.
IEEE Access
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Issa Traoré
2019 J jnl
Mobile Cloud Storage Over 5G: A Mechanism Design Approach.
IEEE Syst. J.
Richa Siddavaatam, Isaac Woungang, Glaucio H. S. Carvalho, Alagan Anpalagan
2018 J jnl
Analysis of joint parallelism in wireless and cloud domains on mobile edge computing over 5G systems.
J. Commun. Networks
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Muhammad Jaseemuddin
2018 J jnl
Energy Efficiency on Fully Cloudified Mobile Networks: Survey, Challenges, and Open Issues.
IEEE Commun. Surv. Tutorials
Ali A. Alnoman, Glaucio H. S. Carvalho, Alagan Anpalagan, Isaac Woungang
2017 — conf
A Semi-Markov Decision Model-based brokering mechanism for mobile cloud market.
ICC
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Elena Degtiareva, Joel J. P. C. Rodrigues
2017 J jnl
Intercloud and HetNet for Mobile Cloud Computing in 5G Systems: Design Issues, Challenges, and Optimization.
IEEE Netw.
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Muhammad Jaseemuddin, Ekram Hossain
2016 Misc conf
A Centrality-Based History Prediction Routing Protocol for Opportunistic Networks.
CISIS
Amarpreet Bamrah, Isaac Woungang, Leonard Barolli, Sanjay Kumar Dhurandher, Glaucio H. S. Carvalho, Makoto Takizawa
2016 — conf
An Energy-Efficient Routing Protocol for Infrastructure-Less Opportunistic Networks.
IMIS
Khuram Khalid, Isaac Woungang, Sanjay K. Dhurandher, Leonard Barolli, Glaucio H. S. Carvalho, Makoto Takizawa
2016 — conf
An efficient method for mobile big data transfer over HetNet in emerging 5G systems.
CAMAD
Richa Siddavaatam, Isaac Woungang, Glaucio H. S. Carvalho, Alagan Anpalagan
2016 B conf
Efficient Ubiquitous Big Data Storage Strategy for Mobile Cloud Computing over HetNet.
GLOBECOM
Richa Siddavaatam, Isaac Woungang, Glaucio H. S. Carvalho, Alagan Anpalagan
2016 J jnl
QoS-Aware Energy-Efficient Joint Radio Resource Management in Multi-RAT Heterogeneous Networks.
IEEE Trans. Veh. Technol.
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Ekram Hossain
2015 — conf
An Analysis of Machine-Type-Communication on Human-Type-Communication over Wireless Communication Networks.
AINA Workshops
Parampreet Sidhu, Isaac Woungang, Glaucio H. S. Carvalho, Alagan Anpalagan, Sanjay K. Dhurandher
2015 — conf
Optimal Cloud Broker Method for Cloud Selection in Mobile Inter-cloud Computing.
IMIS
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Leonard Barolli, Makoto Takizawa
2015 J jnl
Optimal WiMax backhauling solutions for WiFi traffic.
Comput. Syst. Sci. Eng.
Glaucio H. S. Carvalho
2014 J jnl
Analysis of Sub-Band Allocation in Multi-Service Cognitive Radio Access Networks.
IEEE Wirel. Commun. Lett.
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan
2013 — conf
A joint call admission control-based approach for initial RAT selection in HetNets.
CITS
Glaucio H. S. Carvalho, Isaac Woungang, Mohammad S. Obaidat, Alagan Anpalagan, Md. Mizanur Rahman
2013 J jnl
A semi-Markov decision process-based joint call admission control for inter-RAT cell re-selection in next generation wireless networks.
Comput. Networks
Glaucio H. S. Carvalho, Isaac Woungang, Alagan Anpalagan, Rodolfo W. L. Coutinho, João Crisóstomo Weyl Albuquerque Costa
2013 C conf
An Optimal Radio Access Network Selection Method for Heterogeneous Wireless Networks.
GPC
Glaucio H. S. Carvalho, Isaac Woungang, Md. Mizanur Rahman, Alagan Anpalagan
2012 J jnl
Guest Editors' Introduction to the Special Issue on The design and analysis of wireless systems: New inspirations.
Comput. Electr. Eng.
Mehdi Shadaram, David Akopian, Glaucio H. S. Carvalho
2011 J jnl
Optimal control of preemptive systems with loss.
Comput. Electr. Eng.
Glaucio H. S. Carvalho
2010 B conf
Optimal policy for Joint Call Admission Control in next generation wireless networks.
CNSM
Rodolfo W. L. Coutinho, Vitor L. Coelho, João Crisóstomo Weyl Albuquerque Costa, Glaucio H. S. Carvalho
2008 J jnl
Performance analysis of multi-service wireless network: An approach integrating CAC, scheduling, and buffer management.
Comput. Electr. Eng.
Glaucio H. S. Carvalho, Victor S. Martins, Carlos Renato Lisboa Francês, João Crisóstomo Weyl Albuquerque Costa, Solon V. Carvalho
2006 — conf
A Markovian Performance Model for Resource Allocation Scheduling on GNU/Linux.
ISPA Workshops
Regiane Y. S. Kawasaki, Luiz Affonso Guedes, Diego Lisboa Cardoso, Carlos Renato Lisboa Francês, Glaucio H. S. Carvalho, João Crisóstomo Weyl Albuquerque Costa, Nandamudi Lankalapalli Vijaykumar
2006 — conf
A Markovian Sensibility Analysis for Parallel Processing Scheduling on GNU/Linux.
ISPA Workshops
Regiane Y. S. Kawasaki, Luiz Affonso Guedes, Diego Lisboa Cardoso, Carlos Renato Lisboa Francês, Glaucio H. S. Carvalho, Solon V. Carvalho, João Crisóstomo Weyl Albuquerque Costa, Marcelino S. da Silva
2004 — conf
Modelling and Performance Evaluation of Wireless Networks.
ICT
Glaucio H. S. Carvalho, Roberto M. Rodrigues, Carlos Renato Lisboa Francês, João Crisóstomo Weyl Albuquerque Costa, Solon V. Carvalho