Daniel Macêdo Batista

58 papers A 2B 7C 2Misc 3Journal 16Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advances in Application of Federated Machine Learning for Oncology and Cancer Diagnosis. Inf. Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Fatemeh Mosaiyebzadeh, Yixin Xie, Liyuan Liu, Daniel Macêdo Batista
2025	—	`conf`	An Efficient Multi-stage Pipeline for IIoT Threat Detection. LATINCOM Edllyn de Jesus Silva, Evgeni Korsakov Cruz, Victor Y. Shirasuna, Michele Nogueira, Aldri Santos, Daniel Macêdo Batista, Roberto Hirata
2025	—	`conf`	Beyond the Black Box: Explainability for Multi-activity Multi-environment WiFi Sensing. LATINCOM Diogo J. C. Alves, Nobuko Nakamura, Daniel Macêdo Batista, Roberto Hirata, Nina S. T. Hirata
2024	—	`conf`	An RNN Approach to Real-Time Multimedia QoE Assessment via Facial Expressions. VCC Eduardo Lopes Pereira Neto, Sergio Y. Hayashi, Daniel Macêdo Batista, Roberto Hirata Jr., Nina S. T. Hirata, Karina Valdivia Delgado
2024	—	`conf`	Real-Time Intrusion Detection with Sequence-Aware Neural Networks for Internet of Medical Things. VCC Heitor Werneck, Daniel Macêdo Batista, Roberto Hirata Jr., Marcelo Queiroz
2024	B	`conf`	Towards a Transformer-Based Pre-trained Model for IoT Traffic Classification. NOMS Bruna Bazaluk, Mosab Hamdan, Mustafa Ghaleb, Mohammed Salih Mohammed Gismalla, Flávio S. Corrêa da Silva, Daniel Macêdo Batista
2024	J	`jnl`	Towards a Transformer-Based Pre-trained Model for IoT Traffic Classification. CoRR Bruna Bazaluk, Mosab Hamdan, Mustafa Ghaleb, Mohammed Salih Mohammed Gismalla, Flávio S. Corrêa da Silva, Daniel Macêdo Batista
2023	—	`conf`	2nd International Workshop on the Internet of Time-Critical Things (IoTime 2023). WF-IoT Ivan D. Zyrianoff, Carlos Kamienski, Dave Cavalcanti, Daniel Macêdo Batista, Antonio Virdis, Lorenzo Gigli
2023	B	`conf`	A Crash Response System using LoRa-based V2X Communications. NOMS Bruno Carneiro da Cunha, Daniel Macêdo Batista, Roberto Hirata Junior, Kifayat Ullah
2023	—	`conf`	A Two-Tier Anomaly-based Intrusion Detection Approach for IoT-Enabled Smart Cities. INFOCOM Workshops Mosab Hamdan, Arwa M. Eldhai, Samah Abdelsalam, Kifayat Ullah, Ali Kashif Bashir, Muhammad N. Marsono, Fabio Kon, Daniel Macêdo Batista
2023	—	`conf`	Applying Hoeffding Tree Algorithms for Effective Stream Learning in IoT DDoS Detection. LATINCOM João Gabriel Andrade de Araújo Josephik, Yaissa Siqueira, Kétly Gonçalves Machado, Routo Terada, Aldri Luiz dos Santos, Michele Nogueira, Daniel Macêdo Batista
2023	Misc	`conf`	Exploring the Role of ChatGPT in Education: Applications and Challenges. SIGITE Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Nasrin Dehbozorgi, Mohsen Dorodchi, Daniel Macêdo Batista
2023	J	`jnl`	Intelligent VNF Placement to Mitigate DDoS Attacks on Industrial IoT. IEEE Trans. Netw. Serv. Manag. Guilherme Werneck de Oliveira, Michele Nogueira, Aldri Luiz dos Santos, Daniel Macêdo Batista
2023	—	`conf`	Intrusion Detection System for IoHT Devices using Federated Learning. INFOCOM Workshops Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Daniel Macêdo Batista
2023	J	`jnl`	Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey. CoRR Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Meng Han, Liang Zhao, Giovanna Sannino, Daniel Macêdo Batista
2023	J	`jnl`	Resource-Intensive Fuzzing for MQTT Brokers: State of the Art, Performance Evaluation, and Open Issues. IEEE Netw. Lett. Luis Gustavo Araujo Rodriguez, Daniel Macêdo Batista
2022	—	`conf`	A Hybrid CNN-LSTM Model for IIoT Edge Privacy-Aware Intrusion Detection. LATINCOM Erik Miguel de Elias, Vinicius Sanches Carriel, Guilherme Werneck de Oliveira, Aldri Luiz dos Santos, Michele Nogueira, Roberto Hirata Junior, Daniel Macêdo Batista
2022	Misc	`conf`	A Pothole Warning System using Vehicular Ad-hoc Networks (VANETs). FIT Pedro Ivo Siqueira Nepomuceno, Kifayat Ullah, Kelly Rosa Braghetto, Daniel Macêdo Batista
2022	—	`conf`	A Stacked Ensemble Classifier for an Intrusion Detection System in the Edge of IoT and IIoT Networks. LATINCOM Giovanni Aparecido Da Silva Oliveira, Priscila Serra Silva Lima, Fabio Kon, Routo Terada, Daniel Macêdo Batista, Roberto Hirata, Mosab Hamdan
2021	—	`conf`	A Network Intrusion Detection System using Deep Learning against MQTT Attacks in IoT. LATINCOM Fatemeh Mosaiyebzadeh, Luis Gustavo Araujo Rodriguez, Daniel Macêdo Batista, Roberto Hirata
2021	—	`conf`	Alocação Eficiente de vBBUs e VPONs em uma Arquitetura Cloud-Fog RAN Virtualizada sobre TWDM-PON. SBRC Rodrigo Izidoro Tinini, Matias R. P. dos Santos, Carlos Kamienski, Gustavo Bittencourt Figueiredo, Daniel Macêdo Batista
2021	—	`conf`	Avaliação da Integração do Protocolo MQTT em uma Plataforma de Cidades Inteligentes. SBRC Companion Bruno Carneiro da Cunha, Daniel Macêdo Batista
2021	—	`conf`	BGP Anomalies Classification using Features based on AS Relationship Graphs. LATINCOM Thales Bandiera Paiva, Yaissa Siqueira, Daniel Macêdo Batista, Roberto Hirata, Routo Terada
2021	J	`jnl`	Energy-Efficient vBBU Migration and Wavelength Reassignment in Cloud-Fog RAN. IEEE Trans. Green Commun. Netw. Rodrigo Izidoro Tinini, Daniel Macêdo Batista, Gustavo Bittencourt Figueiredo, Massimo Tornatore, Biswanath Mukherjee
2021	—	`conf`	Extração de Parâmetros para Simulação de Redes em Aplicativos Móveis de Grande Utilização. SBRC Companion Renê Eduardo Pereira Cardozo, Daniel Macêdo Batista
2021	—	`conf`	Predicting Response Time in SDN-Fog Environments for IIoT Applications. LATINCOM Guilherme Werneck de Oliveira, Rodrigo Toscano Ney, Juan Luis Herrera, Daniel Macêdo Batista, Roberto Hirata, Jaime Galán-Jiménez, Javier Berrocal, Juan Manuel Murillo, Aldri Luiz dos Santos, Michele Nogueira
2021	C	`conf`	Towards Improving Fuzzer Efficiency for the MQTT Protocol. ISCC Luis Gustavo Araujo Rodriguez, Daniel Macêdo Batista
2020	J	`jnl`	5GPy: A SimPy-based simulator for performance evaluations in 5G hybrid Cloud-Fog RAN architectures. Simul. Model. Pract. Theory Rodrigo Izidoro Tinini, Matias Romário Pinheiro dos Santos, Gustavo Bittencourt Figueiredo, Daniel Macêdo Batista
2020	—	`conf`	On -Demand Placement and Scheduling of Virtual Network Functions with Software Requirements. LATINCOM Giovanne Marcelo dos Santos, Daniel Macêdo Batista
2020	A	`conf`	Program-aware fuzzing for MQTT applications. ISSTA Luis Gustavo Araujo Rodriguez, Daniel Macêdo Batista
2019	B	`conf`	A Batch Scheduling Algorithm for VPON Reconfiguration and BBU Migration in Hybrid Cloud-Fog RAN. NCA Rodrigo Izidoro Tinini, Gustavo Bittencourt Figueiredo, Daniel Macêdo Batista
2019	—	`conf`	Análise Preliminar da Detecção de Ataques Ofuscados e do Uso de Hardware de Baixo Custo em um Sistema para Detecção de Ameaças. SBRC Companion Lucas Seiki Oshiro, Daniel Macêdo Batista
2019	—	`conf`	Data Analysis and Energy Consumption Prediction in a Cloud-Fog RAN Environment. LATINCOM Matias Romário Pinheiro dos Santos, Rodrigo Izidoro Tinini, Gustavo Bittencourt Figueiredo, Daniel Macêdo Batista
2019	—	`conf`	Effectiveness of Implementing Load Balancing via SDN. SBRC Companion Leonardo C. F. P. Aguilar, Daniel Macêdo Batista
2019	B	`conf`	Energy-Efficient Baseband Processing via vBBU Migration in Virtualized Cloud-Fog RAN. GLOBECOM Rodrigo Izidoro Tinini, Daniel Macêdo Batista, Gustavo Bittencourt Figueiredo, Massimo Tornatore, Biswanath Mukherjee
2019	J	`jnl`	Low-Latency and Energy-Efficient BBU Placement and VPON Formation in Virtualized Cloud-Fog RAN. JOCN Rodrigo Izidoro Tinini, Daniel Macêdo Batista, Gustavo Bittencourt Figueiredo, Massimo Tornatore, Biswanath Mukherjee
2018	J	`jnl`	An RFID Best Effort Mechanism for in Motion Tracking Applications. Int. J. Wirel. Networks Broadband Technol. Rafael Perazzo Barbosa Mota, Daniel Macêdo Batista
2018	C	`conf`	Energy-Efficient VPON Formation and Wavelength Dimensioning in Cloud-Fog RAN over TWDM-PON. ISCC Rodrigo Izidoro Tinini, Daniel Macêdo Batista, Gustavo Bittencourt Figueiredo
2018	J	`jnl`	MBOSS: A Symbolic Representation of Human Activity Recognition Using Mobile Sensors. Sensors Kevin G. Montero Quispe, Wesllen Sousa Lima, Daniel Macêdo Batista, Eduardo Souto
2017	J	`jnl`	Energy-Aware Mapping and Live Migration of Virtual Networks. IEEE Syst. J. Esteban Rodríguez, Gustavo Prado Alkmim, Nelson L. S. da Fonseca, Daniel Macêdo Batista
2017	B	`conf`	Optimal Placement of Virtualized BBU Processing in Hybrid Cloud-Fog RAN over TWDM-PON. GLOBECOM Rodrigo Izidoro Tinini, Larissa C. M. Reis, Daniel Macêdo Batista, Gustavo Bittencourt Figueiredo, Massimo Tornatore, Biswanath Mukherjee
2017	J	`jnl`	Planning runtime software adaptation through pragmatic goal model. Data Knowl. Eng. Felipe Pontes Guimarães, Genaína Nunes Rodrigues, Raian Ali, Daniel Macêdo Batista
2016	—	`conf`	InterSCity: Addressing Future Internet research challenges for Smart Cities. NOF Daniel Macêdo Batista, Alfredo Goldman, Roberto Hirata, Fabio Kon, Fábio M. Costa, Markus Endler
2015	—	`conf`	Consolidation of VMs to Improve Energy Efficiency in Cloud Computing Environments. SBRC Thiago Kenji Okada, Albert P. M. De La Fuente Vigliotti, Daniel Macêdo Batista, Alfredo Goldman vel Lejbman
2015	A	`conf`	Pragmatic Requirements for Adaptive Systems: A Goal-Driven Modeling and Analysis Approach. ER Felipe Pontes Guimarães, Genaína Nunes Rodrigues, Daniel Macêdo Batista, Raian Ali
2015	J	`jnl`	Pragmatic Requirements for Adaptive Systems: a Goal-Driven Modelling and Analysis Approach. CoRR Felipe Pontes Guimarães, Genaína Nunes Rodrigues, Raian Ali, Daniel Macêdo Batista
2014	J	`jnl`	A Framework for Adaptive Fault-Tolerant Execution of Workflows in the Grid: Empirical and Theoretical Analysis. J. Grid Comput. Felipe Pontes Guimarães, Pedro Célestin, Daniel Macêdo Batista, Genaína Nunes Rodrigues, Alba Cristina Magalhaes Alves de Melo
2014	—	`conf`	A Service Selection Mechanism Using Fault-Tolerance Techniques. SBRC Higor Amario de Souza, Felipe Pontes Guimarães, Fabio Kon, Daniel Macêdo Batista
2014	B	`conf`	A green network-aware VMs placement mechanism. GLOBECOM Albert P. M. De La Fuente Vigliotti, Daniel Macêdo Batista
2014	—	`conf`	Energy Saving Algorithms for Workflow Scheduling in Cloud Computing. SBRC Elaine Naomi Watanabe, Pedro P. V. Campos, Kelly Rosa Braghetto, Daniel Macêdo Batista
2014	—	`conf`	Energy-Efficient Virtual Machines Placement. SBRC Albert P. M. De La Fuente Vigliotti, Daniel Macêdo Batista
2013	J	`jnl`	A dependability evaluation tool for the Internet of Things. Comput. Electr. Eng. Ivanovitch M. D. Silva, Rafael Leandro, Daniel Macêdo Batista, Luiz Affonso Guedes
2013	Misc	`conf`	Evaluating the utilization of Twitter messages as a source of security alerts. SAC Rodrigo Campiolo, Luiz Arthur F. Santos, Daniel Macêdo Batista, Marco Aurélio Gerosa
2013	J	`jnl`	Mapping virtual networks onto substrate networks. J. Internet Serv. Appl. Gustavo Prado Alkmim, Daniel Macêdo Batista, Nelson L. S. da Fonseca
2012	—	`conf`	Analysis of Security Messages Posted on Twitter. SBSC Luiz Arthur F. Santos, Rodrigo Campiolo, Marco Aurélio Gerosa, Daniel Macêdo Batista
2012	—	`conf`	Performance Evaluation of Choreographies and Orchestrations with a New Simulator for Service Compositions. CAMAD Felipe Pontes Guimarães, Eduardo Hideo Kuroda, Daniel Macêdo Batista
2011	B	`conf`	Optimal Mapping of Virtual Networks. GLOBECOM Gustavo Prado Alkmim, Daniel Macêdo Batista, Nelson Luis Saldanha da Fonseca
2010	—	`—`	Robust dependent task schedulers for grid networks. Daniel Macêdo Batista