Comunicação e processamento de big data em nuvens e névoas computacionais

• Processo: 15/24494-8
• Modalidade de apoio: Auxílio à Pesquisa - Temático
• Data de Início da vigência: 01 de outubro de 2017
• Data de Término da vigência: 30 de setembro de 2023
• Área do conhecimento: Ciências Exatas e da Terra - Ciência da Computação - Sistemas de Computação
• Acordo de Cooperação: MCTI/MC
• Pesquisador responsável: Nelson Luis Saldanha da Fonseca
• Beneficiário: Nelson Luis Saldanha da Fonseca
• Instituição Sede: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brasil
• Pesquisadores principais:( Últimos ): Antonio Alfredo Ferreira Loureiro ; Edmundo Roberto Mauro Madeira ; Lisandro Zambenedetti Granville ; Luis Henrique Maciel Kosmalski Costa
• Pesquisadores principais:( Antigos ): Ricardo da Silva Torres
• Pesquisadores associados: Alberto Egon Schaeffer Filho ; Anderson de Rezende Rocha ; Antonio Marinho Pilla Barcellos ; Carlos Alberto Astudillo Trujillo ; Christian Rodolfo Esteve Rothenberg ; Eduardo Alves Do Valle Junior ; Fabrizio Granelli ; Gustavo Bittencourt Figueiredo ; Heitor Soares Ramos Filho ; Jacques Wainer ; João Guilherme Maia de Menezes ; Kliazovich Dzmitry ; Leandro Aparecido Villas ; Liane Margarida Rockenbach Tarouco ; Lucas Francisco Wanner ; Luciano Paschoal Gaspary ; Luiz Fernando Bittencourt ; Marcos Rogério Salvador ; Miguel Elias Mitre Campista ; Noura Limam ; Pedro Braconnot Velloso ; Raouf Boutaba ; Rodrigo Augusto Cardoso da Silva ; Rodrigo de Souza Couto ; Siome Klein Goldenstein
• Auxílio(s) vinculado(s): 22/08847-1 - Aprendizado por reforço explicável aplicável a problemas de roteamento em redes definidas por software, AV.EXT; 19/00492-7 - XXXVII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, AR.BR; 19/02725-9 - Uma plataforma de divulgação de eventos para redes de veículos e sensores, AV.EXT; 18/06755-7 - Recomendação de rotas híbridas de transporte público e serviços de táxi, AV.EXT; 18/05744-1 - Uso de redes definidas por dados para atendimento dos requisitos temporais em computação em névoa, AV.EXT
• Bolsa(s) vinculada(s): 21/15227-7 - Análise de mecanismos de encaminhamento de mensagens para redes móveis tolerantes a atraso, BP.IC; 21/11401-2 - Otimização do posicionamento de máquinas virtuais em centros de dados, BP.IC; 21/11325-4 - Arquitetura e modelo para Edge intelligence, BP.PD; + mais bolsas vinculadas 21/12582-0 - Escalonamento multiobjetivo de aplicações de diferentes classes de serviço em redes de computação nuvem-névoa, BP.TT; 21/05415-0 - Implantação de uma nuvem colaborativa, BP.IC; 21/05416-7 - Análise da resiliência de orquestradores de nuvem, BP.IC; 20/13676-6 - Análise de mecanismos de encaminhamento de mensagens para redes móveis tolerantes a atraso, BP.IC; 20/10614-0 - Aquisição de dados em computação em nuvem móvel, BP.TT; 20/11236-9 - Análise da resiliência de orquestradores de nuvem, BP.IC; 20/11278-3 - Implantação de uma nuvem colaborativa, BP.IC; 19/19105-3 - Nuvem veicular dinâmica para suporte de aplicações para veículos autônomos, BP.DR; 19/22065-3 - Uso de redes celulares como rede de acesso para coleta de informações de sensores sem fio, BP.TT; 18/23126-3 - Orquestração de Dados para Computação Urbana por meio da Computação em Névoa, BP.PD; 19/03268-0 - Roteamento em redes definidas por software com aprendizado de máquina, BP.MS; 19/04914-3 - Roteamento multicaminho em redes de data centers baseadas em redes definidas por software e aprendizagem de máquina, BP.TT; 19/00721-6 - Escalonamento de tarefas em nuvens colaborativas, BP.TT; 18/12447-3 - Plataforma para provisão de serviços baseados em localização centrados no usuário, BP.DR; 18/16703-4 - Computação em nuvem veicular para gerenciamento de informação em sistemas de transporte inteligentes, BP.DR; 17/25086-6 - Soluções para sistemas de transporte inteligentes baseados na computação urbana, BP.PD - menos bolsas vinculadas
• Assunto(s): Redes de computadores Computação em nuvem Big data Processamento automatizado de dados Novas tecnologias da comunicação
• Palavra(s)-Chave do Pesquisador: big data | Computação em Névoas | Computação em Nuvens | Redes de Computadores | Redes de Computadores

Resumo

Estamos no início de uma nova era, a era big data, na qual a explosão de dados oferece a possibilidade de se extraírem informações importantes para novos empreendimentos com impacto em diversos setores da sociedade. Os requisitos impostos pelo processamento big data superam a atual capacidade das infraestruturas de comunicação e de processamento. Além disso, a grande disseminação de sensores introduz um novo perfil de geração de dados, impondo diferentes demandas à infraestrutura. Desta forma, para que a atividade de big data possa se desenvolver, é necessário capacitá-la para tal, o que requer a evolução das tecnologias de rede, virtualização e computação em nuvem. O presente projeto de pesquisa pretende investigar novas arquiteturas, mecanismos e ferramentas para dotar a infraestrutura de capacidade para lidar com as demandas desafiadoras impostas pelo processamento big data. (AU)

Publicações científicas

(244)

(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)

TRINDADE, SILVANA; DA FONSECA, NELSON L. S.. Channel Modeling and Characteristics for 6G Wireless Communications. IEEE NETWORK, v. 35, n. 1, p. 326-332, MAR-APR 2021. (15/24494-8)

CHANTRE, HERNANI D.; DA FONSECA, NELSON L. S.. Reliable Broadcasting in 5G NFV-Based Networks. IEEE COMMUNICATIONS MAGAZINE, v. 56, n. 3, p. 218-224, MAR 2018. (15/24494-8)

RETTORE, PAULO H.; MAIA, GUILHERME; VILLAS, LEANDRO A.; LOUREIRO, ANTONIO A. E.. Vehicular Data Space: The Data Point of View. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, v. 21, n. 3, p. 2392-2418, 2019. (19/06056-4, 15/24536-2, 15/24494-8)

GUIMARAES PEDRONETTE, DANIEL CARLOS; VALEM, LUCAS PASCOTTI; ALMEIDA, JURANDY; TONES, RICARDO DA S.. Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking. IEEE Transactions on Image Processing, v. 28, n. 12, p. 5824-5838, DEC 2019. (14/50715-9, 16/50250-1, 17/25908-6, 17/20945-0, 14/12236-1, 16/06441-7, 18/15597-6, 13/50155-0, 17/02091-4, 15/24494-8)

FERREIRA GOMES, LUIZ ALBERTO; TORRES, RICARDO DA SILVA; CORTES, MARIO LTICIO. Bug report severity level prediction in open source software: A survey and research opportunities. INFORMATION AND SOFTWARE TECHNOLOGY, v. 115, p. 58-78, NOV 2019. (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 13/50155-0, 15/24494-8)

CRUZ, PEDRO; DA SILVA, FELIPE F.; PACHECO, ROBERTO G.; COUTO, RODRIGO S.; VELLOSO, PEDRO B.; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.. SensingBus: Using Bus Lines and Fog Computing for Smart-Sensing the City. IEEE CLOUD COMPUTING, v. 5, n. 5, p. 58-69, SEP-OCT 2018. (15/24490-2, 15/24494-8)

PISANI, FLAVIA; PASCOTTI VALEM, LUCAS; GUIMARAES PEDRONETTE, DANIEL CARLOS; DA S. TORRES, RICARDO; BORIN, EDSON; BRETERNITZ, MAURICIO. A unified model for accelerating unsupervised iterative re-ranking algorithms. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 32, n. 14, MAR 2020. (14/50715-9, 13/50169-1, 14/12236-1, 13/08645-0, 13/50155-0, 15/24494-8)

MOURA, PEDRO M.; DA FONSECA, NELSON L. S.. Routing, Core, Modulation Level, and Spectrum Assignment Based on Image Processing Algorithms. JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, v. 10, n. 12, p. 947-958, DEC 2018. (15/24494-8)

CORDOVA NEIRA, MANUEL ALBERTO; MENDES JUNIOR, PEDRO RIBEIRO; ROCHA, ANDERSON; TORRES, RICARDO DA SILVA. Data-Fusion Techniques for Open-Set Recognition Problems. IEEE ACCESS, v. 6, p. 21242-U24, 2018. (14/50715-9, 17/20945-0, 16/50250-1, 13/50155-0, 15/24494-8, 14/12236-1, 17/12646-3, 13/50169-1)

NETO, JOAO BATISTA PINTO; GOMES, LUCAS DE CARVALHO; CAMPISTA, MIGUEL ELIAS MITRE; COSTA, LUIS HENRIQUE MACIEL KOSMALSKI. An Accurate GNSS-Based Redundant Safe Braking System for Urban Elevated Rail Maglev Trains. INFORMATION, v. 11, n. 11, NOV 2020. (15/24494-8, 15/24490-2)

BRITO DA SILVA, MARCUS VINICIUS; SCHAEFFER-FILHO, ALBERTO EGON; GRANVILLE, LISANDRO ZAMBENEDETTI; IEEE. HashCuckoo: Predicting Elephant Flows using Meta-Heuristics in Programmable Data Planes. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8, 20/05152-7)

DE SOUZA, LUCAS AIRAM C.; CAMILO, GUSTAVO F.; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.; DUARTE, OTTO CARLOS M. B.; IEEE. Enhancing Automatic Attack Detection through Spectral Decomposition of Network Flows. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., 2022-01-01. (18/23292-0, 15/24485-9, 15/24494-8, 14/50937-1)

ZEMBRUZKI, LUCIANO; JACOBS, ARTHUR SELLE; GRANVILLE, LISANDRO ZAMBENEDETTI; IEEE. On the Consolidation of the Internet Domain Name System. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8, 20/05152-7)

CORDOVA, MANUEL; PINTO, ALLAN; HELLEVIK, CHRISTINA CARROZZO; ALALIYAT, SALEH ABDEL-AFOU; HAMEED, IBRAHIM A.; PEDRINI, HELIO; TORRES, RICARDO DA S.. itter Detection with Deep Learning: A Comparative Stud. ENSOR, v. 22, n. 2, JAN 2022. (15/24494-8, 19/17729-0, 19/16253-1, 14/12236-1, 16/50250-1, 17/20945-0, 19/22262-3)

FORERO, R. FELIPE; PENA, T. NESTOR M.; DA FONSECA, NELSON L. S.. istribution of multi-hop latency for probabilistic broadcasting protocols in grid-based Wireless Sensor Network. Ad Hoc Networks, v. 126, MAR 1 2022. (15/24494-8)

GONZALEZ, LIBARDO ANDREY QUINTERO; CASTANHEIRA, LUCAS; MARQUES, JONATAS A.; SCHAEFFER-FILHO, ALBERTO E.; GASPARY, LUCIANO PASCHOAL. Bungee-ML: A Cross-Plane Approach for a Collaborative Defense Against DDoS Attacks. Journal of Network and Systems Management, v. 31, n. 4, p. 26-pg., 2023-10-01. (15/24494-8)

MACIEL PEIXOTO, MAYCON LEONE; GENEZ, THIAGO A. L.; BITTENCOURT, LUIZ F.. Hierarchical Scheduling Mechanisms in Multi-Level Fog Computing. IEEE TRANSACTIONS ON SERVICES COMPUTING, v. 15, n. 5, p. 14-pg., 2022-09-01. (18/23126-3, 15/24494-8)

CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. MOP: A Novel Mobility-Aware Opportunistic Routing Protocol for Connected Vehicles. 2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2020-01-01. (15/24494-8)

SOUZA, GUILHERME B.; PACHECO, ROBERTO G.; COUTO, RODRIGO S.; IEEE. Improving Image-recognition Edge Caches with a Generative Adversarial Network. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

DA COSTA, JOAHANNES B. D.; DE SOUZA, ALLAN M.; ROSARIO, DENIS; SOMMER, CHRISTOPH; VILLAS, LEANDRO A.; IEEE. Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing. 2022 IEEE 96TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-FALL), v. N/A, p. 6-pg., 2022-01-01. (21/13780-0, 18/16703-4, 15/24494-8)

CONTINI, DENIS; SOUZA DE CASTRO, LUCAS FERNANDO; MADEIRA, EDMUNDO; RIGO, SANDRO; BITTENCOURT, LUIZ FERNANDO; IEEE. Simulating Smart Campus Applications in Edge and Fog Computing. 2020 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP), v. N/A, p. 6-pg., 2020-01-01. (15/24485-9, 14/50937-1, 15/24494-8)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE. Position-based Routing Protocol for Software-Defined Internet of Drones. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

CHANTRE, HERNANI D.; DA FONSECA, NELSON L. S.. Multi-Objective Optimization for Edge Device Placement and Reliable Broadcasting in 5G NFV-Based Small Cell Networks. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, v. 36, n. 10, p. 2304-2317, OCT 2018. (15/24494-8)

CHANTRE, HERNANI D.; SALDANHA DA FONSECA, NELSON LUIS. The Location Problem for the Provisioning of Protected Slices in NFV-Based MEC Infrastructure. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, v. 38, n. 7, p. 1505-1514, JUL 2020. (15/24494-8)

CAMPANA, JOSE L. FLORES; PINTO, ALLAN; CORDOVA NEIRA, MANUEL ALBERTO; LORGUS DECKER, LUIS GUSTAVO; SANTOS, ANDREZA; CONCEICAO, JHONATAS S.; TORRES, RICARDO DA SILVA. On the Fusion of Text Detection Results: A Genetic Programming Approach. IEEE ACCESS, v. 8, p. 81257-81270, 2020. (19/16253-1, 16/50250-1, 14/50715-9, 17/20945-0, 14/12236-1, 13/50155-0, 15/24494-8)

DIAS, DANIELLE; DIAS, ULISSES; MENINI, NATHALIA; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; TORRES, RICARDO DA S.. Image-Based Time Series Representations for Pixelwise Eucalyptus Region Classification: A Comparative Study. IEEE Geoscience and Remote Sensing Letters, v. 17, n. 8, p. 1450-1454, AUG 2020. (14/50715-9, 17/20945-0, 16/50250-1, 13/50155-0, 15/24494-8, 14/12236-1)

FADEL, SAMUEL G.; TORRES, RICARDO DA S.. Neural relational inference for disaster multimedia retrieval. MULTIMEDIA TOOLS AND APPLICATIONS, v. 79, n. 35-36, JUL 2020. (14/50715-9, 16/50250-1, 17/24005-2, 17/20945-0, 14/12236-1, 13/50169-1, 13/50155-0, 15/24494-8)

CRUZ, PEDRO; COUTO, RODRIGO S.; COSTA, LUIS HENRIQUE M. K.; FLADENMULLER, ANNE; DE AMORIM, MARCELO DIAS. Per-Vehicle Coverage in a Bus-Based General-Purpose Sensor Network. IEEE WIRELESS COMMUNICATIONS LETTERS, v. 9, n. 7, p. 1019-1022, JUL 2020. (15/24494-8)

MELO DE OLIVEIRA SANTOS, CECILIA LIRA; CAMARGO LAMPARELLI, RUBENS AUGUSTO; DANTAS ARAUJO FIGUEIREDO, GLEYCE KELLY; DUPUY, STEPHANE; BOURY, JULIE; DOS SANTOS LUCIANO, ANA CLAUDIA; TORRES, RICARDO DA SILVA; LE MAIRE, GUERRIC. Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region. REMOTE SENSING, v. 11, n. 3, FEB 1 2019. (15/24494-8, 14/50715-9, 14/12236-1, 13/50155-0)

CRUZ CAMINHA, PEDRO HENRIQUE; COUTO, RODRIGO DE SOUZA; MACIEL KOSMALSKI COSTA, LUIS HENRIQUE; FLADENMULLER, ANNE; DE AMORIM, MARCELO DIAS. On the Coverage of Bus-Based Mobile Sensing. SENSORS, v. 18, n. 6, JUN 2018. (15/24494-8, 15/24490-2)

CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. Crowd Management: A New Challenge for Urban Big Data Analytics. IEEE COMMUNICATIONS MAGAZINE, v. 57, n. 4, p. 20-25, APR 2019. (15/24536-2, 15/24494-8)

OLIVEIRA, ALBERTO; OAKLEY, ERIC; TORRES, RICARDO DA SILVA; ROCHA, ANDERSON. Relevance prediction in similarity-search systems using extreme value theory. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 60, p. 236-249, APR 2019. (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 17/12646-3, 13/50155-0, 15/24494-8)

COUTO, RODRIGO S.; SADOK, HUGO; CRUZ, PEDRO; DA SILVA, FELIPE F.; SCIAMMARELLA, TATIANA; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.; VELLOSO, PEDRO B.; RUBINSTEIN, MARCELO G.. Building an IaaS cloud with droplets: a collaborative experience with OpenStack. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 117, p. 59-71, SEP 1 2018. (15/24490-2, 15/24494-8)

DE SOUSA, RONIEL S.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. A distributed and low-overhead traffic congestion control protocol for vehicular ad hoc networks. COMPUTER COMMUNICATIONS, v. 159, p. 258-270, JUN 1 2020. (15/24494-8)

ESMAEL, AGNALDO APARECIDO; DOS SANTOS, JEFERSSON ALEX; TORRES, RICARDO DA SILVA. On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. MULTIMEDIA TOOLS AND APPLICATIONS, v. 77, n. 19, p. 24565-24592, OCT 2018. (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 13/50155-0, 15/24494-8)

OLIVEIRA, HELDER M. N. S.; DA FONSECA, NELSON L. S.. Protection, Routing, Modulation, Core, and Spectrum Allocation in SDM Elastic Optical Networks. IEEE COMMUNICATIONS LETTERS, v. 22, n. 9, p. 1806-1809, SEP 2018. (15/24494-8)

THOMAZ, GUILHERME A.; GUERRA, MATHEUS B.; SAMMARCO, MATTEO; DETYNIECKI, MARCIN; CAMPISTA, MIGUEL ELIAS M.. Tamper-proof access control for IoT clouds using enclaves. Ad Hoc Networks, v. 147, p. 12-pg., 2023-05-12. (15/24494-8)

DE SOUSA, RONIEL SOARES; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. A Novel Scalable Framework to Reconstruct Vehicular Trajectories From Unreliable GPS Datasets. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v. N/A, p. 12-pg., 2023-06-08. (15/24494-8)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. IoDMix: A novel routing protocol for Delay-Tolerant Internet of Drones integration in Intelligent Transportation System. Ad Hoc Networks, v. 148, p. 12-pg., 2023-05-29. (15/24494-8)

CICERI, OSCAR J.; ASTUDILLO, CARLOS A.; ZHU, ZUQING; DA FONSECA, NELSON L. S.. Federated Learning over Next-Generation Ethernet Passive Optical Networks. IEEE NETWORK, v. 37, n. 1, p. 7-pg., 2023-01-01. (15/24494-8)

JUNIOR, RONALDO R. R.; VIEIRA, MARCOS A. M.; VIEIRA, LUIZ F. M.; LOUREIRO, ANTONIO A. F.. Intra and inter-flow link aggregation in SDN. TELECOMMUNICATION SYSTEMS, v. 79, n. 1, OCT 2021. (15/24494-8, 18/23085-5)

SVAIGEN, ALISSON R.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. Is the Remote ID a Threat to the Drone's Location Privacy on the Internet of Drones?. PROCEEDINGS OF THE 20TH ACM INTERNATIONAL SYMPOSIUM ON MOBILITY MANAGEMENT AND WIRELESS ACCESS, MOBIWAC 2022, v. N/A, p. 8-pg., 2022-01-01. (15/24494-8)

TRINDADE, SILVANA; BITTENCOURT, LUIZ F.; DA FONSECA, NELSON L. S.. Resource management at the network edge for federated learning. DIGITAL COMMUNICATIONS AND NETWORKS, v. 10, n. 3, p. 18-pg., 2024-06-28. (15/24494-8)

PARIZOTTO, RICARDO; MELLO, BRAULIO; HAQUE, ISRAAT; SCHAEFFER-FILHO, ALBERTO. NetGVT: Offloading Global Virtual Time Computation to Programmable Switches. PROCEEDINGS OF THE 2022 SYMPOSIUM ON SDN RESEARCH, SOSR 2022, v. N/A, p. 9-pg., 2022-01-01. (15/24494-8, 20/05152-7)

CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. On the Temporal Analysis of Vehicular Networks. 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8)

SANTOS, BRUNO P.; RETTORE, PAULO H. L.; RAMOS, HEITOR S.; VIEIRA, LUIZ F. M.; LOUREIRO, ANTONIO A. E.; IEEE. Enriching Traffic Information with a Spatiotemporal Model based on Social Media. 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8)

PEIXOTO, MAYCON L. M.; CRUZ, EDSON M.; MAIA, ADRIANO H. O.; SANTOS, MARIESE C. A.; LOBATO JUNIOR, WELLINGTON, V; VILLAS, LEANDRO A.; IEEE. Exploiting Fog Computing with an Adapted DBSCAN for Traffic Congestion Detection System. 2020 IEEE 92ND VEHICULAR TECHNOLOGY CONFERENCE (VTC2020-FALL), v. N/A, p. 5-pg., 2020-01-01. (18/23126-3, 15/24494-8)

DE SOUSA, RONIEL S.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. On the prediction of large-scale road-network constrained trajectories. Computer Networks, v. 206, p. 13-pg., 2022-02-05. (15/24494-8)

VILLOTA-JACOME, WILLIAM F.; RENDON, OSCAR MAURICIO CAICEDO; DA FONSECA, NELSON L. S.. Admission Control for 5G Core Network Slicing Based on Deep Reinforcement Learning. IEEE SYSTEMS JOURNAL, v. 16, n. 3, p. 12-pg., 2022-05-23. (19/03268-0, 15/24494-8)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE. IoDAGR: An Airway-based Geocast Routing Protocol for Internet of Drones. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), v. N/A, p. 6-pg., 2021-01-01. (15/24494-8)

PACHECO, ROBERTO G.; COUTO, RODRIGO S.; SIMEONE, OSVALDO. On the impact of deep neural network calibration on adaptive edge offloading for image classification. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 217, p. 19-pg., 2023-06-16. (15/24494-8)

LOBATO, WELLINGTON; DA COSTA, JOAHANNES B. D.; DE SOUZA, ALLAN M.; ROSARIO, DENIS; SOMMER, CHRISTOPH; VILLAS, LEANDRO A.; IEEE. FLEXE: Investigating Federated Learning in Connected Autonomous Vehicle Simulations. 2022 IEEE 96TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-FALL), v. N/A, p. 5-pg., 2022-01-01. (19/19105-3, 15/24494-8, 21/13780-0, 18/16703-4)

CASAS-VELASCO, DANIELA M.; RENDON, OSCAR MAURICIO CAICEDO; DA FONSECA, NELSON L. S.. DRSIR: A Deep Reinforcement Learning Approach for Routing in Software-Defined Networking. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, v. 19, n. 4, p. 14-pg., 2022-12-01. (19/03268-0, 15/24494-8)

CICERI, OSCAR J.; ASTUDILLO, CARLOS A.; DA FONSECA, NELSON L. S.; VELAZQUEZ, R. Performance Evaluation of Ethernet Passive Optical Networks with Multi-ONU Customers. 2020 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2020), v. N/A, p. 6-pg., 2020-01-01. (15/24494-8)

PACHECO, ROBERTO G.; COUTO, RODRIGO S.; IEEE. Inference Time Optimization Using BranchyNet Partitioning. 2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 7-pg., 2020-01-01. (15/24494-8)

FERREIRA, ANA ELISA; ORTIZ, FERNANDO M.; COSTA, LUIS HENRIQUE M. K.; FOUBERT, BRANDON; AMADOU, IBRAHIM; MITTON, NATHALIE. A study of the LoRa signal propagation in forest, urban, and suburban environments. ANNALS OF TELECOMMUNICATIONS, v. 75, n. 7-8, p. 19-pg., 2020-07-23. (15/24494-8, 15/24490-2)

PEREIRA, DAIANE M.; COUTO, RODRIGO S.; GARCIAALFARO, J; MUNOZTAPIA, JL; NAVARROARRIBAS, G; SORIANO, M. Using Degree Centrality to Identify Market Manipulation on Bitcoin. DATA PRIVACY MANAGEMENT, CRYPTOCURRENCIES AND BLOCKCHAIN TECHNOLOGY, ESORICS 2021, v. 13140, p. 16-pg., 2022-01-01. (15/24494-8)

BITTENCOURT, LUIZ; IMMICH, ROGER; SAKELLARIOU, RIZOS; FONSECA, NELSON; MADEIRA, EDMUNDO; CURADO, MARILIA; VILLAS, LEANDRO; DASILVA, LUIZ; LEE, CRAIG; RANA, OMER. The Internet of Things, Fog and Cloud continuum: Integration and challenges. INTERNET OF THINGS, v. 3-4, p. 22-pg., 2018-10-01. (18/02204-6, 15/24494-8, 15/16332-8)

SVAIGEN, ALISSON R.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. DissIdent: A Dissimilarity-based Approach for Improving the Identification of Unknown UAVs. 2023 IEEE 34TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, PIMRC, v. N/A, p. 6-pg., 2023-01-01. (15/24494-8)

MARQUES, JONATAS; LEVCHENKO, KIRILL; GASPARY, LUCIANO. INTSIGHT: Diagnosing SLO Violations with In-Band Network Telemetry. PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON EMERGING NETWORKING EXPERIMENTS AND TECHNOLOGIES, CONEXT 2020, v. N/A, p. 14-pg., 2020-01-01. (15/24494-8)

PACHECO, ROBERTO G.; BAJPAI, DIVYA J.; SHIFRIN, MARK; COUTO, RODRIGO S.; MENASCHE, DANIEL SADOC; HANAWAL, MANJESH K.; CAMPISTA, MIGUEL ELIAS M.. UCBEE: A Multi Armed Bandit Approach for Early-Exit in Neural Networks. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, v. 22, n. 1, p. 14-pg., 2025-02-01. (15/24494-8)

DE SOUZA, LUCAS AIRAM C.; CAMILO, GUSTAVO F.; REBELLO, GABRIEL ANTONIO E.; GUIMARAES, LUCAS C. B.; MITRE CAMPISTA, MIGUEL ELIAS; KOSMALSKI COSTA, LUIS HENRIQUE MACIEL. Blockchain-based Approaches for Secure Federated Learning. 2024 6TH CONFERENCE ON BLOCKCHAIN RESEARCH & APPLICATIONS FOR INNOVATIVE NETWORKS AND SERVICES, BRAINS 2024, v. N/A, p. 4-pg., 2024-01-01. (15/24494-8, 15/24485-9, 18/23292-0, 14/50937-1)

DE SOUZA, LUCAS AIRAM C.; REBELLO, GABRIEL ANTONIO E.; CAMILO, GUSTAVO F.; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.. IMBIE: Identity Management with Blockchain Information Exchange. 2024 6TH CONFERENCE ON BLOCKCHAIN RESEARCH & APPLICATIONS FOR INNOVATIVE NETWORKS AND SERVICES, BRAINS 2024, v. N/A, p. 2-pg., 2024-01-01. (18/23292-0, 15/24485-9, 15/24494-8, 14/50937-1)

SANTANA, TIAGO M. H. C.; TORRES, RICARDO DA S.; DOS SANTOS, JEFERSSON A.; IEEE. SUPERPIXEL CONTEXT DESCRIPTION BASED ON VISUAL WORDS CO-OCCURRENCE MATRIX. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, v. N/A, p. 4-pg., 2018-01-01. (13/50169-1, 13/50155-0, 14/12236-1, 16/50250-1, 15/24494-8, 14/50715-9, 17/20945-0)

ALMEIDA, ALEXANDRE E.; MENINI, NATHALIA; VERBESSELT, JAN; TORRES, RICARDO DA S.; IEEE. BFAST EXPLORER: AN EFFECTIVE TOOL FOR TIME SERIES ANALYSIS. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, v. N/A, p. 4-pg., 2018-01-01. (13/50169-1, 13/50155-0, 14/12236-1, 15/02105-0, 15/24494-8, 14/50715-9, 16/26170-8, 16/08085-3)

PEREIRA, FERNANDO H. S.; ASTUDILLO, CARLOS A.; DE ANDRADE, TIAGO P. C.; DA FONSECA, NELSON L. S.; VELAZQUEZ, R; RODRIGUEZ, A; GUTIERREZ, CA. PRACH Power Control Mechanism for Improving Random-Access Energy Efficiency in Long Term Evolution. 2018 IEEE 10TH LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (IEEE LATINCOM), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8)

GENEZ, THIAGO A. L.; SAKELLARIOU, RIZOS; BITTENCOURT, LUIZ F.; MADEIRA, EDMUNDO R. M.; BRAUN, TORSTEN; SILL, A; SPILLNER, J. Scheduling Scientific Workflows on Clouds Using a Task Duplication Approach. 2018 IEEE/ACM 11TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC), v. N/A, p. 10-pg., 2018-01-01. (15/24494-8)

CAMPOLINA, ANDRE B.; BOUKERCHE, AZZEDINE; MACHADO, MAX DO V.; LOUREIRO, ANTONIO A. F.; ACM. Fuel Efficient Routes Using Vehicular Sensor Data. PROCEEDINGS OF THE 16TH ACM INTERNATIONAL SYMPOSIUM ON MOBILITY MANAGEMENT AND WIRELESS ACCESS (MOBIWAC'18), v. N/A, p. 8-pg., 2018-01-01. (15/24494-8)

VARGAS MUNOZ, JAVIER A.; DIAS, ZANONI; TORRES, RICARDO S.; ASSOC COMP MACHINERY. A Genetic Programming Approach for Searching on Nearest Neighbors Graphs. ICMR'19: PROCEEDINGS OF THE 2019 ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL, v. N/A, p. 5-pg., 2019-01-01. (13/50169-1, 13/50155-0, 14/12236-1, 16/50250-1, 15/24494-8, 14/50715-9, 17/20945-0)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. ARAT: An altitude-based routing protocol for Hybrid Aerial-terrestrial Networks. ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, v. N/A, p. 6-pg., 2023-01-01. (15/24494-8)

CAMILO, GUSTAVO F.; REBELLO, GABRIEL ANTONIO F.; DE SOUZA, LUCAS AIRAM C.; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.. ProfitPilot: Enabling Rebalancing in Payment Channel Networks Through Profitable Cycle Creation. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, v. 21, n. 3, p. 12-pg., 2024-06-01. (15/24494-8, 14/50937-1, 18/23292-0, 15/24485-9, 15/24514-9)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. Drone Delivery: Why, Where, and When. PROCEEDINGS OF THE INT'L ACM SYMPOSIUM ON PERFORMANCE EVALUATION OF WIRELESS AD HOC, SENSOR, & UBIQUITOUS NETWORKS, PE-WASUN 2023, v. N/A, p. 9-pg., 2023-01-01. (15/24494-8, 23/00721-1)

SVAIGEN, ALISSON R.; BOUKERCHET, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. MixDrones: A Mix Zones-based Location Privacy Protection Mechanism for the Internet of Drones. PROCEEDINGS OF THE 24TH INTERNATIONAL ACM CONFERENCE ON MODELING, ANALYSIS AND SIMULATION OF WIRELESS AND MOBILE SYSTEMS, MSWIM 2021, v. N/A, p. 8-pg., 2021-01-01. (15/24494-8)

DE MATTOS, EKLER PAULINO; DOMINGUES, AUGUSTO C. S. A.; SILVA, FABRICIO A.; RAMOS, HEITOR S.; LOUREIRO, ANTONIO A. F.. Protect your Data and I'll Show Its Utility: A Practical View about Mix-zones Impacts on Mobility Data for Smart City Applications. PROCEEDINGS OF THE INT'L ACM SYMPOSIUM ON PERFORMANCE EVALUATION OF WIRELESS AD HOC, SENSOR, & UBIQUITOUS NETWORKS, PE-WASUN 2023, v. N/A, p. 8-pg., 2023-01-01. (15/24494-8, 23/00721-1)

VIEIRA, CRISTIANO COSTA ARGEMON; BITTENCOURT, LUIZ FERNANDO; GENEZ, THIAGO AUGUSTO LOPES; PEIXOTO, MAYCON LEONE M.; MADEIRA, EDMUNDO ROBERTO MAURO. RAaaS: Resource Allocation as a Service in multiple cloud providers. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 221, p. 15-pg., 2023-11-17. (19/26702-8, 15/24494-8)

DE MATTOS, EKLER P.; DOMINGUES, AUGUSTO C. S. A.; LOUREIRO, ANTONIO A. F.; IEEE. Give Me Two Points and I'll Tell You Who You Are. 2019 30TH IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV19), v. N/A, p. 7-pg., 2019-01-01. (15/24536-2, 15/24494-8)

SANTOS, BRUNO P.; RETTORE, PAULO H.; VIEIRA, LUIZ F. M.; LOUREIRO, ANTONIO A. F.; IEEE. Dribble: A learn-based timer scheme selector for mobility management in IoT. 2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), v. N/A, p. 6-pg., 2019-01-01. (15/24536-2, 15/24494-8)

CAMPOLINA, ANDRE; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; ASSOC COMP MACHINERY. Characterizing Car Trips Through Information Theory Metrics. MSWIM'19: PROCEEDINGS OF THE 22ND INTERNATIONAL ACM CONFERENCE ON MODELING, ANALYSIS AND SIMULATION OF WIRELESS AND MOBILE SYSTEMS, v. N/A, p. 5-pg., 2019-01-01. (15/24494-8)

DOMINGUES, AUGUSTO C. S. A.; SANTANA, HENRIQUE DE SOUZA; SILVA, FABRICIO A.; VAZ DE MELO, PEDRO O. S.; LOUREIRO, ANTONIO A. F.; ASSOC COMP MACHINERY. Are We Still Friends? Evaluating Tie Persistence in Mobility Traces. MOBIWAC'19: PROCEEDINGS OF THE 17TH ACM INTERNATIONAL SYMPOSIUM ON MOBILITY MANAGEMENT AND WIRELESS ACCESS, v. N/A, p. 8-pg., 2019-01-01. (15/24494-8)

FERREIRA, ANA PAULA G.; SILVA, THIAGO H.; LOUREIRO, ANTONIO A. F.; IEEE. Profiling the Mobility of Tourists Exploring Social Sensing. 2019 15TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS), v. N/A, p. 8-pg., 2019-01-01. (15/24536-2, 15/24494-8)

CAPANEMA, CLAUDIO G. S.; DE SOUZA, ALLAN M.; DA COSTA, JOAHANNES B. D.; SILVA, FABRICIO A.; VILLAS, LEANDRO A.; LOUREIRO, ANTONIO A. F.. A Novel Prediction Technique for Federated Learning. IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, v. 13, n. 1, p. 17-pg., 2025-01-01. (15/24494-8)

SVAIGEN, ALISSON R.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE. A Topological Dummy-based Location Privacy Protection Mechanism for the Internet of Drones. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

TRINDADE, SILVANA; DA FONSECA, NELSON L. S.; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; COSTA, LHMK; RUBINSTEIN, MG. Split-Demand and Multipath Routing in Space-Division Multiplexing Optical Networks. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

DOMINGUES, AUGUSTO C. S. A.; SANTANA, HENRIQUE DE SOUZA; SILVA, FABRICIO A.; DE MELO, PEDRO O. S. VAZ; LOUREIRO, ANTONIO A. F.. SocialRoute: A low-cost opportunistic routing strategy based on social contacts. Ad Hoc Networks, v. 135, p. 15-pg., 2022-08-04. (15/24494-8)

LOPES, RAFAEL S.; OLIVEIRA, HELDER M. N. DA S.; DA FONSECA, NELSON L. S.; VELAZQUEZ, R. Differentiated Resource Allocation in Resilient SDM-EON. 2021 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2021), v. N/A, p. 6-pg., 2021-01-01. (15/24494-8, 20/05054-5)

RODRIGUES, DIEGO O.; BRAUN, TORSTEN; MAIA, GUILHERME; VILLAS, LEANDRO; IEEE. Mobility-aware Software-Defined Service-Centric Networking. 2022 31ST INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2022), v. N/A, p. 10-pg., 2022-01-01. (20/05121-4, 18/19639-5, 15/24494-8, 18/12447-3)

RODRIGUES, DIEGO O.; BRAUN, TORSTEN; MAIA, GUILHERME; VILLAS, LEANDRO; IEEE. Towards SDN-enabled RACH-less Make-before-break Handover in C-V2X Scenarios. 2021 17TH INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB 2021), v. N/A, p. 8-pg., 2021-01-01. (20/05121-4, 20/11259-9, 18/19639-5, 15/24494-8, 18/12447-3)

CHANTRE, HERNANI D.; DA FONSECA, NELSON L. S.. Design of 5G MEC-Based Networks With 1:N:K Protection Scheme. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, v. 19, n. 3, p. 14-pg., 2022-09-01. (15/24494-8)

TRINDADE, SILVANA; DA FONSECA, NELSON L. S.; IEEE. Proactive Fragmentation-aware Routing, Modulation Format, Core, and Spectrum Allocation in EON-SDM. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2019-01-01. (15/24494-8)

RODRIGUES, EDSON; OLIVEIRA, HELDER M. N. DA S.; DA FONSECA, NELSON L. S.; VELAZQUEZ, R. Crosstalk and Fragmentation-aware Algorithm for Space-Division Multiplexing Elastic Optical Networks. 2021 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2021), v. N/A, p. 6-pg., 2021-01-01. (20/05054-5, 15/24494-8)

GANTERT, LUANA; SAMMARCO, MATTEO; DETYNIECKI, MARCIN; CAMPISTA, MIGUEL ELIAS M.; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; COSTA, LHMK; RUBINSTEIN, MG. Super Learner Ensemble for Sound Classification using Spectral Features. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

OLIVEIRA, HELDER M. N. S.; DA FONSECA, NELSON L. S.; IEEE. Protection, Routing, Spectrum and Core Allocation in EONs-SDM for Efficient Spectrum Utilization. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2019-01-01. (15/24494-8)

GONCALVES, DIOGO; PULIAFITO, CARLO; MINGOZZI, ENZO; RANA, OMER; BITTENCOURT, LUIZ; MADEIRA, EDMUNDO; IEEE. Dynamic Network Slicing in Fog Computing for Mobile Users in MobFogSim. 2020 IEEE/ACM 13TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC 2020), v. N/A, p. 10-pg., 2020-01-01. (15/24494-8, 14/50937-1)

DINIZ, GABRIEL R.; CUNHA, FELIPE D.; LOUREIRO, ANTONIO A. F.; IEEE. Improving the Vehicular Mobility Analysis Using Time-Varying Graphs. 16TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2020), v. N/A, p. 8-pg., 2020-01-01. (15/24494-8)

GUIMARAES PEDRONETTE, DANIEL CARLOS; VALEM, LUCAS PASCOTTI; TORRES, RICARDO DA S.. A BFS-Tree of ranking references for unsupervised manifold learning. PATTERN RECOGNITION, v. 111, MAR 2021. (16/50250-1, 15/24494-8, 13/50155-0, 18/15597-6, 13/50169-1, 17/20945-0, 14/12236-1, 17/25908-6, 14/50715-9)

CORDOVA, MANUEL; PINTO, ALLAN; PEDRINI, HELIO; TORRES, RICARDO DA SILVA. Pelee-Text plus plus : A Tiny Neural Network for Scene Text Detection. IEEE ACCESS, v. 8, p. 223172-223188, 2020. (17/20945-0, 19/17729-0, 16/50250-1, 19/22262-3, 19/16253-1, 14/12236-1, 15/24494-8)

SILVERIO, ANTONIO JOSE; COUTO, RODRIGO S.; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.. A bi-objective optimization model for segment routing traffic engineering. ANNALS OF TELECOMMUNICATIONS, v. N/A, p. 12-pg., 2022-02-18. (15/24494-8)

CAMPOLINA, ANDRE; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. Context and Location Awareness in Eco-Driving Recommendations. NOMS 2020 - PROCEEDINGS OF THE 2020 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM 2020: MANAGEMENT IN THE AGE OF SOFTWARIZATION AND ARTIFICIAL INTELLIGENCE, v. N/A, p. 6-pg., 2020-01-01. (15/24494-8)

VARGAS MUNOZ, JAVIER A.; DIAS, ZANONI; TORRES, RICARDO DA SILVA. A genetic programming approach for searching on nearest neighbors graphs. MULTIMEDIA TOOLS AND APPLICATIONS, v. 81, n. 16, p. 24-pg., 2022-03-18. (14/12236-1, 17/20945-0, 13/50155-0, 13/50169-1, 17/12646-3, 15/11937-9, 16/50250-1, 15/24494-8, 17/16246-0, 14/50715-9)

PEREIRA, ALEXANDRA S.; BRAGA SILVA, THAIS R. M.; SILVA, FABRICIO A.; CORREIA, LUIZ H. A.; LOUREIRO, ANTONIO A. F.; IEEE COMP SOC. A Workflow to Detect Traffic Events Using Multiple Algorithms and Data Sources. 17TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2021), v. N/A, p. 7-pg., 2021-01-01. (15/24494-8)

PACHECO, ROBERTO G.; OLIVEIRA, FERNANDA D. V. R.; COUTO, RODRIGO S.; IEEE. Early-exit deep neural networks for distorted images: providing an efficient edge offloading. 2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), v. N/A, p. 6-pg., 2021-01-01. (15/24494-8)

SEGUNDO, MAURICIO PAMPLONA; PINTO, ALLAN; MINETTO, RODRIGO; TORRES, RICARDO DA SILVA; SARKAR, SUDEEP. Measuring Economic Activity From Space: A Case Study Using Flying Airplanes and COVID-19. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 14, p. 7213-7224, 2021. (19/22262-3, 16/50250-1, 14/12236-1, 15/24494-8, 19/16253-1, 19/17729-0)

CICERI, OSCAR J.; ASTUDILLO, CARLOS A.; DA FONSECA, NELSON L. S.; IEEE. DBA Algorithm for Cooperative Resource Sharing among EPON Customers. ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2020-01-01. (15/24494-8)

MOURA, DOUGLAS L. L.; AQUINO, ANDRE L. L.; LOUREIRO, ANTONIO A. F.; ASSOC COMP MACHINERY. Towards Data VSN Offloading in VANETs Integrated into the Cellular Network. MSWIM'19: PROCEEDINGS OF THE 22ND INTERNATIONAL ACM CONFERENCE ON MODELING, ANALYSIS AND SIMULATION OF WIRELESS AND MOBILE SYSTEMS, v. N/A, p. 5-pg., 2019-01-01. (15/24494-8)

DIAS, DANIELLE; DIAS, ULISSES; MENINI, NATHALIA; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; TORRES, RICARDO; IEEE. PIXELWISE REMOTE SENSING IMAGE CLASSIFICATION BASED ON RECURRENCE PLOT DEEP FEATURES. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), v. N/A, p. 4-pg., 2019-01-01. (13/50155-0, 14/12236-1, 16/50250-1, 15/24494-8, 14/50715-9, 17/20945-0)

SANTOS, ELISANGELA SILVA; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA; TORRES, RICARDO DA SILVA; IEEE. PIXELWISE TIME SERIES RETRIEVAL IN PHENOLOGICAL STUDIES. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), v. N/A, p. 4-pg., 2019-01-01. (13/50169-1, 13/50155-0, 14/12236-1, 16/50250-1, 15/24494-8, 14/50715-9, 17/20945-0)

CICERI, OSCAR J.; ASTUDILLO, CARLOS A.; DA FONSECA, NELSON L. S.; GUTIERREZ, CA. DBA Algorithm with Prioritized Services for 10G-EPON with Multi-ONU Customers. 2019 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (IEEE LATINCOM), v. N/A, p. 6-pg., 2019-01-01. (15/24494-8)

HUAYTALLA, BRIGGETTE R.; JACOBS, ARTHUR S.; SILVA, MARCUS V. B.; CARVALHO, FABRICIO B.; FERREIRA, RONALDO A.; WILLINGER, WALTER; GRANVILLE, LISANDRO Z.; IEEE. DWT in P4: Periodicity Detection in the Data Plane. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., 2022-01-01. (14/50937-1, 20/05152-7, 15/24485-9, 15/24494-8, 20/05183-0)

REBELLO, GABRIEL ANTONIO F.; CAMILO, GUSTAVO F.; POTOP-BUTUCARU, MARIA; CAMPISTA, MIGUEL ELIAS M.; DE AMORIM, MARCELO DIAS; COSTA, LUIS HENRIQUE M. K.; IEEE. PCNsim: A Flexible and Modular Simulator for Payment Channel Networks. IEEE INFOCOM 2022 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), v. N/A, p. 2-pg., 2022-01-01. (15/24485-9, 15/24494-8, 18/23292-0, 14/50937-1, 15/24514-9)

BERTHOLDO, LEANDRO M.; FERREIR, SANDRO L. A.; CERON, JOAO M.; GRANVILLE, LISANDRO ZAMBENEDETTI; HOLZ, RALPH; VAN RIJSWIJK-DEIJ, ROLAND; IEEE; CHARALAMBIDES, M; PAPADIMITRIOU, P; CERRONI, W; et al. On the Asymmetry of Internet eXchange Points Why Should IXPs and CDNs Care?. 2022 18TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM 2022): INTELLIGENT MANAGEMENT OF DISRUPTIVE NETWORK TECHNOLOGIES AND SERVICES, v. N/A, p. 9-pg., 2022-01-01. (20/05152-7, 15/24494-8)

WERNECK, RAFAEL DE O.; RAVEAUX, ROMAIN; TABBONE, SALVATORE; TORRES, RICARDO DA S.; BAI, X; HANCOCK, ER; HO, TK; WILSON, RC; BIGGIO, B; ROBLESKELLY, A. Learning Cost Functions for Graph Matching. STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, S+SSPR 2018, v. 11004, p. 10-pg., 2018-01-01. (14/50715-9, 17/20945-0, 14/12236-1, 16/18429-1, 16/50250-1, 13/50169-1, 13/50155-0, 15/24494-8)

CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. On the Design of Bus-Based Vehicular Networks: Mobility Generation and Data Dissemination. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

GUTIERREZ-CASTILLA, NICOLAS; TORRES, RICARDO DA S.; FALCAO, ALEXANDRE X.; KOZERKE, SEBASTIAN; SCHWITTER, JURG; MASCI, PIER-GIORGIO; MONTOYA-ZEGARRA, JAVIER A.; IEEE. Long-Range Decoder Skip Connections: Exploiting Multi-Context Information for Cardiac Image Segmentation. 2019 32ND SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2019-01-01. (14/12236-1, 16/50250-1, 17/20945-0, 15/24494-8, 13/50155-0)

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MACEDO, LUIZA ODETE H. DE CARVALHO; CAMPISTA, MIGUEL ELIAS M.. Attacks to mobile networks using SS7 vulnerabilities: a real traffic analysis. TELECOMMUNICATION SYSTEMS, v. 83, n. 3, p. 13-pg., 2023-05-16. (15/24494-8)

FRANCA, CINTHYA M.; COUTO, RODRIGO S.; VELLOSO, PEDRO B.; IEEE. Data imputation on IoT gateways using machine learning. 2021 19TH MEDITERRANEAN COMMUNICATION AND COMPUTER NETWORKING CONFERENCE (MEDCOMNET), v. N/A, p. 8-pg., 2021-01-01. (15/24494-8)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE COMP SOC. IoDSCF: A Store-Carry-Forward Routing Protocol for joint Bus Networks and Internet of Drones. 2022 IEEE 42ND INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2022), v. N/A, p. 11-pg., 2022-01-01. (15/24494-8)

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SVAIGEN, ALISSON RENAN; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. SkyCloaking: A UAV-Assisted Privacy-Preserving Strategy for Location-Based Service Users. ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, v. N/A, p. 6-pg., 2024-01-01. (15/24494-8)

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GOMES, LUCAS DE C.; COSTA, LUIS HENRIQUE M. K.; IEEE. Traffic Light Optimization for Vehicles and Pedestrians through Evolution Strategies. 2022 IEEE 95TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-SPRING), v. N/A, p. 7-pg., 2022-01-01. (15/24494-8)

ALMEIDA, THALES T.; GOMES, LUCAS DE C.; ORTIZ, FERNANDO M.; JUNIOR, JOSE G. R.; COSTA, LUIS H. M. K.; IEEE. IEEE 802.11p Performance Evaluation: Simulations vs. Real Experiments. 2018 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8, 15/24490-2)

BORGES, JOAO B.; RAMOS, HEITOR S.; LOUREIRO, ANTONIO A. F.. A Classification Strategy for Internet of Things Data Based on the Class Separability Analysis of Time Series Dynamics. ACM TRANSACTIONS ON INTERNET OF THINGS, v. 3, n. 3, p. 30-pg., 2022-08-01. (15/24494-8, 20/05121-4)

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GILBERT, MATEUS S.; DE CAMPOS, MARCELLO L. R.; CAMPISTA, MIGUEL ELIAS M.. Asymmetric Autoencoders: An NN alternative for resource-constrained devices in IoT networks. Ad Hoc Networks, v. 156, p. 11-pg., 2024-02-14. (15/24494-8)

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GILBERT, MATEUS S.; PACHECO, ROBERTO G.; COUTO, RODRIGO S.; DE CAMPOS, MARCELLO L. R.; CAMPISTA, MIGUEL ELIAS M.. Unlocking Early-Exiting Semantic Segmentation with Branched Networks. 2023 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS, LATINCOM, v. N/A, p. 6-pg., 2023-01-01. (15/24494-8)

BORGES, JOAO B.; MEDEIROS, JOAO P. S.; BARBOSA, LUIZ P. A.; RAMOS, HEITOR S.; LOUREIRO, ANTONIO A. F.. IoT Botnet Detection Based on Anomalies of Multiscale Time Series Dynamics. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v. 35, n. 12, p. 13-pg., 2023-12-01. (20/05121-4, 15/24494-8)

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CICERI, OSCAR J.; ASTUDILLO, CARLOS A.; DA FONSECA, NELSON L. S.. Performance evaluation of multi-ONU customers in ethernet passive optical networks. PHOTONIC NETWORK COMMUNICATIONS, v. 43, n. 1, p. 12-pg., 2022-02-26. (15/24494-8)

LAGO, DANIEL G.; DA SILVA, RODRIGO A. C.; MADEIRA, EDMUNDO R. M.; DA FONSECA, NELSON L. S.; MEDHI, DEEP. inergyCloud: A simulator for evaluation of energy consumption in data centers and hybrid cloud. SIMULATION MODELLING PRACTICE AND THEORY, v. 110, JUL 2021. (15/24494-8)

TAVORA DE ALBUQUERQUE SILVA, ANDRE; FERREIRA DIAS, CLAUDIO; RODRIGUES DE LIMA, EDUARDO; FRAIDENRAICH, GUSTAVO; MEDEIROS DE ALMEIDA, LARISSA. New Reconfigurable Filter Based on a Single Electromagnetic Bandgap Honey Comb Geometry Cel. LECTRONIC, v. 10, n. 19, OCT 2021. (15/24494-8)

COELHO, BRUNO; SCHAEFFER-FILHO, ALBERTO; ACM. BACKORDERS: Using Random Forests to Detect DDoS Attacks in Programmable Data Planes. PROCEEDINGS OF THE 5TH INTERNATIONAL WORKSHOP ON P4 IN EUROPE, EUROP4 2022, v. N/A, p. 7-pg., 2022-01-01. (20/05152-7, 15/24494-8)

AFONSO, EDVAR; CAMPISTA, MIGUEL ELIAS M.; IEEE. Opportunistic Data Gathering in IoT Networks using Discrete Optimization. 2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2020-01-01. (15/24490-2, 15/24494-8)

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GOMES, LUCAS DE C.; COSTA, LUIS HENRIQUE M. K.; IEEE. Vehicular Dead Reckoning Based on Machine Learning and Map Matching. 2020 IEEE 92ND VEHICULAR TECHNOLOGY CONFERENCE (VTC2020-FALL), v. N/A, p. 5-pg., 2020-01-01. (15/24490-2, 15/24494-8)

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CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. Revealing and Modeling Vehicular Micro Clouds Characteristics in a Large-Scale Mobility Trace. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), v. N/A, p. 6-pg., 2021-01-01. (15/24494-8)

DOURADO, ICARO CAVALCANTE; TONES, RICARDO DA SILVA; IEEE. Learning Vocabularies to Embed Graphs in Multimodal Rank Aggregation Tasks. 2021 INTERNATIONAL CONFERENCE ON CONTENT-BASED MULTIMEDIA INDEXING (CBMI), v. N/A, p. 6-pg., 2021-01-01. (16/50250-1, 14/12236-1, 17/20945-0, 15/24494-8)

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GOMES, LUIZ; TORRES, RICARDO DA SILVA; CORTES, MARIO LUCIO. BERT- and TF-IDF-based feature extraction for long-lived bug prediction in FLOSS: A comparative study. INFORMATION AND SOFTWARE TECHNOLOGY, v. 160, p. 12-pg., 2023-04-20. (13/50155-0, 14/12236-1, 16/50250-1, 15/24494-8, 14/50715-9, 17/20945-0)

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SADOK, HUGO; CAMPISTA, MIGUEL; COSTA, LUIS HENRIQUE M. K.; ASSOC COMP MACHINERY. A Case for Spraying Packets in Software Middleboxes. HOTNETS-XVII: PROCEEDINGS OF THE 2018 ACM WORKSHOP ON HOT TOPICS IN NETWORKS, v. N/A, p. 7-pg., 2018-01-01. (15/24490-2, 15/24494-8)

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