Internet do futuro aplicada a cidades inteligentes

• Processo: 15/24485-9
• Modalidade de apoio: Auxílio à Pesquisa - Temático
• Vigência: 01 de outubro de 2017 - 30 de setembro de 2022
• Área do conhecimento: Ciências Exatas e da Terra - Ciência da Computação - Sistemas de Computação
• Convênio/Acordo: MCTI/MC
• Pesquisador responsável: Fabio Kon
• Beneficiário: Fabio Kon
• Instituição Sede: Instituto de Matemática e Estatística (IME). Universidade de São Paulo (USP). São Paulo , SP, Brasil
• Pesquisadores principais:( Últimos ): Fábio Moreira Costa ; Marco Aurélio Gerosa ; Markus Endler ; Miguel Elias Mitre Campista ; Roberto Hirata Junior
• Pesquisadores principais:( Antigos ): Alfredo Goldman vel Lejbman ; Carlos Alberto Kamienski ; Otto Carlos Muniz Bandeira Duarte
• Pesquisadores associados: Alfredo Goldman vel Lejbman ; Álvaro Luiz Fazenda ; Arlindo Flávio da Conceição ; Carlos Alberto Kamienski ; Ciro Biderman ; Daniel de Angelis Cordeiro ; Daniel Macêdo Batista ; Emilio de Camargo Francesquini ; Flávio Soares Corrêa da Silva ; Francisco José da Silva e Silva ; Jesús Pascual Mena Chalco ; João Eduardo Ferreira ; Julian Geraldes Monteiro ; Kelly Rosa Braghetto ; Luciano Reis Coutinho ; Marcelo Finger ; Paulo Roberto Miranda Meirelles ; Raphael Yokoingawa de Camargo ; Renata Wassermann ; Roberto Speicys Cardoso ; Siang Wun Song
• Bolsa(s) vinculada(s): 21/11321-9 - Ambientes de execução confiáveis para integridade em ambientes virtualizados na nuvem, BP.IC; 21/06425-0 - Dimensionamento dinâmico de sistemas baseados em microsserviços por meio de super-especialização em tempo de execução, BP.IC; 21/01218-6 - Apoio à caracterização de arquitetura baseada em serviços com uso de métricas de código fonte: automação da coleta de dados, BP.TT; + mais bolsas vinculadas 20/14771-2 - Aprendizado de máquina profundo federado para cidades inteligentes habilitadas para Internet das Coisas, BP.TT; 20/07220-0 - Mecanismos e políticas de segurança para Internet das Coisas, BP.IC; 20/07193-2 - Composição autonômica de software para cidades inteligentes, BP.PD; 20/06124-7 - Monitoramento e visualização geoespacial da saúde pública nas cidades brasileiras, BP.IC; 20/06135-9 - Mobilidade e internações hospitalares: uma análise integrada, BP.IC; 19/19312-9 - RegionAlert - um serviço de notificações instantâneas para usuários móveis em microrregiões de interesse, BP.PD; 19/09773-9 - Uma infraestrutura para integração contínua em sistemas de IoT utilizando uma abordagem DevOps, BP.IC; 19/11900-9 - Projeto e implementação de uma arquitetura baseada em serviço e suas aplicações para visualização de dados de saúde georreferenciados, BP.IC; 19/03347-8 - Implementação de novos cenários de simulação no InterSCSimulator e criação de um workflow de dados de entrada e saída no simulador, BP.TT; 18/16467-9 - Projeto e implementação de uma arquitetura de referência para aplicações de visualização de dados de saúde georreferenciados, BP.IC; 18/10767-0 - Investigar e analisar a cidade - INACITY, BP.TT; 18/09123-1 - Integração de gateways de IoT à plataforma InterSCity e gestão de infraestrutura, BP.TT - menos bolsas vinculadas
• Assunto(s): Redes de computadores Cidades inteligentes Middleware Big data Sistemas distribuídos Computação móvel Computação em nuvem Internet das coisas
• Palavra(s)-Chave do Pesquisador: big data | Cidades Inteligentes | Middleware | Redes de Computadores | Sistemas Distribuídos | Sistemas Distribuídos e Redes de Computadores

Resumo

A internet do futuro será resultante da convergência da computação móvel com a computação em nuvem, integrará sistemas de grande porte construídos a partir de milhares de serviços distribuídos, executados em uma grande quantidade de máquinas físicas e virtuais, manipulando grandes quantidades de dados multimídia gerados a partir de várias fontes e interagindo diretamente com o mundo físico através de sensores e atuadores da internet das coisas. Essa internet do futuro será o elemento chave que possibilitará a realização das cidades inteligentes, nas quais a infraestrutura urbana será utilizada em sua plenitude de modo a oferecer uma melhor qualidade de vida aos seus habitantes. A cidade inteligente do futuro fará uso de dispositivos pessoais em conjunto com sensores e sistemas embutidos na infraestrutura física da cidade, todos interconectados via Internet. De forma descentralizada, mas coordenada, toda essa ciberinfraestrutura oferecerá o suporte para a gestão otimizada da cidade, contribuindo para o dia-a-dia das cidades e para o planejamento de longo prazo e concepção de políticas públicas. A fim de atacar os desafios científicos e tecnológicos e oferecer soluções inovadoras para os problemas em torno da internet do futuro e das cidades inteligentes, o projeto temático aqui proposto irá desenvolver pesquisa científica e tecnológica abrangendo as diferentes camadas que compõem a internet, colaborando com o desenvolvimento da internet do futuro e contribuindo com a concretização das cidades inteligentes. A pesquisa irá abordar a infraestrutura básica, middleware e serviços e aplicações da internet do futuro e será dividida em três linhas de pesquisa fundamentais: 1) redes e computação distribuída de alto desempenho; 2) engenharia de software para internet do futuro e (3) análise e modelagem matemática para internet do futuro e cidades inteligentes. Os resultados científicos e tecnológicos da pesquisa serão validados por meio de aplicações em cidades inteligentes: uma aplicação de referência principal no contexto de mobilidade urbana e transportes e duas outras aplicações mais simples que auxiliarão na generalização dos resultados. (AU)

Publicações científicas

(112)

(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)

LOPEZ, MARTIN ANDREONI; MATTOS, DIOGO M. F.; DUARTE, OTTO CARLOS M. B.; PUJOLLE, GUY. A fast unsupervised preprocessing method for network monitoring. ANNALS OF TELECOMMUNICATIONS, v. 74, n. 3-4, SI, p. 139-155, APR 2019. (15/24485-9, 14/50937-1, 15/24514-9)

RODRIGUES, FRANCISCO C. M.; ESPADOTO, MATEUS; HIRATA JR, ROBERTO; TELEA, ALEXANDRU C.. Constructing and Visualizing High-Quality Classifier Decision Boundary Maps dagger. INFORMATION, v. 10, n. 9, SEP 2019. (15/22308-2, 15/24485-9, 15/01587-0)

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)

RIBEIRO FILHO, JOSE DANIEL P.; TELES, ARIEL S.; SILVA, FRANCISCO J. S.; COUTINHO, LUCIANO R.; ALMEIDA, JR; GONZALEZ, AR; SHEN, L; KANE, B; TRAINA, A; SODA, P; et al. Towards Clustering Human Behavioral Patterns based on Digital Phenotyping. 2021 IEEE 34TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), v. N/A, p. 6-pg., 2021-01-01. (15/24485-9)

DOS SANTOS, GIOVANNE MARCELO; BATISTA, DANIEL MACEDO; VELAZQUEZ, R. On-Demand Placement and Scheduling of Virtual Network Functions with Software Requirements. 2020 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2020), v. N/A, p. 5-pg., 2020-01-01. (15/24485-9, 14/50937-1, 18/22979-2)

CARVALHO, FABRICIO B.; FERREIRA, RONALDO A.; CUNHA, ITALO; VIEIRA, MARCOS A. M.; RAMANATHAN, MURALI K.; IEEE. Dyssect: Dynamic Scaling of Stateful Network Functions. IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2022), v. N/A, p. 10-pg., 2022-01-01. (14/50937-1, 20/05183-0, 15/24485-9, 18/23085-5)

SENE JR, IWENS G.; SANTANA, THALIA S.; BULCAO-NETO, RENATO F.; PORTER, BARRY F.. The state of the art of macroprogramming in IoT: An update. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 13, n. 1, p. 12-pg., 2022-01-01. (14/50937-1, 15/24485-9)

PAIVA, THALES B.; SIQUEIRA, YAISSA; BATISTA, DANIEL MACEDO; HIRATA JR, R.; TERADA, R.; VELAZQUEZ, R. BGP Anomalies Classification using Features based on AS Relationship Graphs. 2021 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2021), v. N/A, p. 6-pg., 2021-01-01. (15/24485-9, 18/22979-2, 18/23098-0, 14/50937-1)

JACOBS, ARTHUR SELLE; PITSCHER, RICARDO JOSE; FERREIRA, RONALDO ALVES; GRANVILLE, LISANDRO ZAMBENEDETTI. Refining Network Intents for Self-Driving Networks. ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, v. 48, n. 5, p. 55-63, OCT 2018. (14/50937-1, 15/24485-9)

LOPEZ, MARTIN ANDREONI; PASTANA LOBATO, ANTONIO GONZALEZ; DUARTE, OTTO CARLOS M. B.; PUJOLLE, GUY; URIEN, P; PIRAMUTHU, S. An Evaluation of a Virtual Network Function for Real-Time Threat Detection using Stream Processing. PROCEEDINGS OF THE 2018 FOURTH INTERNATIONAL CONFERENCE ON MOBILE AND SECURE SERVICES (MOBISECSERV), v. N/A, p. 5-pg., 2018-01-01. (15/24485-9, 15/24514-9, 14/50937-1)

DE CARVALHO JUNIOR, ANTONIO DEUSANY; HARIKI, VICTOR SEIJI; GOLDMAN, ALFREDO; IEEE. Sensing trees in Smart Cities with open-design hardware. 2018 IEEE 17TH INTERNATIONAL SYMPOSIUM ON NETWORK COMPUTING AND APPLICATIONS (NCA), v. N/A, p. 4-pg., 2018-01-01. (14/50937-1, 15/24485-9)

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)

DIAS, RENATO S.; RODRIGUES FILHO, ROBERTO; BITTENCOURT, LUIZ F.; COSTA, FABIO M.; IEEE. Runtime Microservice Self-distribution for Fine-grain Resource Allocation. 2022 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING, UCC, v. N/A, p. 6-pg., 2022-01-01. (20/07193-2, 14/50937-1, 21/06425-0, 15/24485-9)

RODRIGUES FILHO, ROBERTO; BITTENCOURT, LUIZ F.; PORTER, BARRY; COSTA, FABIO M.; IEEE. Exploiting the Potential of the Edge-Cloud Continuum with Self-distributing Systems. 2022 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING, UCC, v. N/A, p. 6-pg., 2022-01-01. (20/07193-2, 14/50937-1, 15/24485-9, 19/26702-8)

CAMILO, GUSTAVO F.; REBELLO, GABRIEL ANTONIO F.; DE SOUZA, LUCAS AIRAM C.; POTOP-BUTUCARU, MARIA; AMORIM, MARCELO D.; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; et al. Topological Evolution Analysis of Payment Channels in the Lightning Network. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (18/23292-0, 15/24485-9, 14/50937-1, 15/24494-8)

DE SOUZA, LUCAS AIRAM C.; REBELLO, GABRIEL ANTONIO F.; CAMILO, GUSTAVO F.; GUIMARAES, LUCAS C. B.; DUARTE, OTTO CARLOS M. B.; IEEE COMP SOC. DFedForest: Decentralized Federated Forest. 2020 IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN (BLOCKCHAIN 2020), v. N/A, p. 8-pg., 2020-01-01. (18/23292-0, 15/24485-9, 14/50937-1)

SIQUEIRA, ALEXANDRE; DA CONCEICAO, ARLINDO F.; ROCHA, VLADIMIR; IEEE. Performance Evaluation of Self-Sovereign Identity Use Cases. 2023 IEEE INTERNATIONAL CONFERENCE ON DECENTRALIZED APPLICATIONS AND INFRASTRUCTURES, DAPPS, v. N/A, p. 10-pg., 2023-01-01. (14/50937-1, 15/24485-9)

REBELLO, GABRIEL ANTONIO F.; CAMILO, GUSTAVO F.; SILVA, LEONARDO G. C.; GUIMARAES, LUCAS C. B.; DE SOUZA, LUCAS AIRAM C.; ALVARENGA, IGOR D.; DUARTE, OTTO CARLOS M. B.; IEEE. Providing a Sliced, Secure, and Isolated Software Infrastructure of Virtual Functions Through Blockchain Technology. 2019 IEEE 20TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE SWITCHING AND ROUTING (IEEE HPSR), v. N/A, p. 6-pg., 2019-01-01. (15/24485-9, 15/24514-9, 14/50937-1)

REBELLO, GABRIEL ANTONIO F.; ALVARENGA, IGOR D.; SANZ, IGOR J.; DUARTE, OTTO CARLOS M. B.; IEEE. BSec-NFVO: A Blockchain-based Security for Network Function Virtualization Orchestration. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2019-01-01. (15/24485-9, 14/50937-1, 15/24514-9)

DEL ESPOSTE, ARTHUR DE M.; SANTANA, EDUARDO F. Z.; KANASHIRO, LUCAS; COSTA, FABIO M.; BRAGHETTO, KELLY R.; LAGO, NELSON; KON, FABIO. Design and evaluation of a scalable smart city software platform with large-scale simulations. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 93, p. 427-441, APR 2019. (14/50937-1, 15/24485-9)

BARZILAY, ALAN; MARTINELLI, CAIO L.; NOGUEIRA, MICHELE; BATISTA, DANIEL M.; HIRATA, ROBERTO, JR.; MACHUCA, CM; MARTINS, L; SARGENTO, S; WAUTERS, T; JORGE, L; et al. AnubisFlow: A Feature Extractor for Distributed Denial of Service Attack Classification. PROCEEDINGS OF THE 2021 12TH INTERNATIONAL CONFERENCE ON NETWORK OF THE FUTURE (NOF 2021), v. N/A, p. 8-pg., 2021-01-01. (15/24485-9, 18/22979-2, 18/23098-0, 14/50937-1)

PAIVA, THALES BANDIERA; TERADA, ROUTO; PATERSON, KG; STEBILA, D. A Timing Attack on the HQC Encryption Scheme. SELECTED AREAS IN CRYPTOGRAPHY - SAC 2019, v. 11959, p. 23-pg., 2020-01-01. (14/50937-1, 15/24485-9)

MOURA, IVAN; TELES, ARIEL; COUTINHO, LUCIANO; SILVA, FRANCISCO. Towards identifying context-enriched multimodal behavioral patterns for digital phenotyping of human behaviors. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 131, p. 13-pg., 2022-02-10. (15/24485-9, 14/50937-1)

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)

MOSAIYEBZADEH, FATEMEH; POURIYEH, SEYEDAMIN; PARIZI, REZA M.; SHENG, QUAN Z.; HAN, MENG; ZHAO, LIANG; SANNINO, GIOVANNA; RANIERI, CAETANO MAZZONI; UEYAMA, JO; BATISTA, DANIEL MACEDO. Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey. ELECTRONICS, v. 12, n. 12, p. 28-pg., 2023-06-01. (21/10921-2, 14/50937-1, 15/24485-9, 13/07375-0)

CORDEIRO, BRUNA M. O. S.; RODRIGUES FILHO, ROBERTO; IWENS, G. S.; COSTA, FABIO M.. STEER: An Architecture to Support Self-adaptive IoT Networks for Indoor Monitoring Applications. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 14, n. 1, p. 17-pg., 2023-01-01. (20/07193-2, 14/50937-1, 15/24485-9)

GOMES, RAFAEL L.; BITTENCOURT, LUIZ F.; MADEIRA, EDMUNDO R. M.. Reliability-Aware Network Slicing in Elastic Demand Scenarios. IEEE COMMUNICATIONS MAGAZINE, v. 58, n. 10, p. 29-34, OCT 2020. (15/24485-9, 14/50937-1)

TININI, RODRIGO IZIDORO; BATISTA, DANIEL MACEDO; FIGUEIREDO, GUSTAVO BITTENCOURT; TORNATORE, MASSIMO; MUKHERJEE, BISWANATH. Energy-Efficient vBBU Migration and Wavelength Reassignment in Cloud-Fog RAN. IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, v. 5, n. 1, p. 18-28, MAR 2021. (15/24485-9, 14/50937-1)

TININI, RODRIGO IZIDORO; PINHEIRO DOS SANTOS, MATIAS ROMARIO; FIGUEIREDO, GUSTAVO BITTENCOURT; BATISTA, DANIEL MACEDO. 5GPy: A SimPy-based simulator for performance evaluations in 5G hybrid Cloud-Fog RAN architectures. SIMULATION MODELLING PRACTICE AND THEORY, v. 101, MAY 2020. (15/24485-9, 14/50937-1)

REBELLO, GABRIEL ANTONIO F.; CAMILO, GUSTAVO F.; GUIMARAES, LUCAS C. B.; DE SOUZA, LUCAS AIRAM C.; THOMAZ, GUILHERME A.; DUARTE, OTTO CARLOS M. B.. A security and performance analysis of proof-based consensus protocols. ANNALS OF TELECOMMUNICATIONS, NOV 2021. (14/50937-1, 15/24485-9, 18/23292-0)

SIQUEIRA, ALEXANDRE; DA CONCEICAO, ARLINDO F.; ROCHA, VLADIMIR; IEEE. Empirical Evaluation of Self-Sovereign Identity Technology. 2023 IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN AND CRYPTOCURRENCY, ICBC, v. N/A, p. 4-pg., 2023-01-01. (14/50937-1, 15/24485-9)

LEITE, LEONARDO; LAGO, NELSON; MELO, CLAUDIA; KON, FABIO; MEIRELLES, PAULO. A Theory of Organizational Structures for Development and Infrastructure Professionals. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, v. 49, n. 4, p. 14-pg., 2023-04-01. (19/12743-4, 14/50937-1, 15/24485-9)

SALVATORE, FELIPE DE SOUZA; FINGER, MARCELO; HIRATA JR, ROBERTO; PATRIOTA, ALEXANDRE G.. A resampling-based method to evaluate NLI models. NATURAL LANGUAGE ENGINEERING, v. N/A, p. 28-pg., 2023-06-09. (15/24485-9, 14/12236-1, 19/07665-4, 15/21880-4, 18/21934-5, 15/22308-2)

FERRAZANI MATTOS, DIOGO MENEZES; VELLOSO, PEDRO BRACONNOT; MUNIZ BANDEIRA DUARTE, OTTO CARLOS. An agile and effective network function virtualization infrastructure for the Internet of Things. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 10, MAR 15 2019. (14/50937-1, 15/24514-9, 15/24485-9)

MORALES, DAVI MELO; CHAVES, ANTONIO AUGUSTO; FAZENDA, ALVARO LUIZ; IEEE. Parallel Clustering Search applied to Capacitated Centered Clustering Problem. 2018 IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW 2018), v. N/A, p. 7-pg., 2019-01-01. (15/24485-9, 12/17523-3, 14/50937-1)

AZEVEDO JR, ADALBERTO T.; BENEDITO, FERNANDO; COUTINHO, LUCIANO REIS; DA SILVA E SILVA, FRANCISCO JOSE; RORIZ JUNIOR, MARCOS PAULINO; ENDLER, MARKUS; FILIPE, J; SMIALEK, M; BRODSKY, A; HAMMOUDI, S. A Mobility Restriction Authoring Tool Approach based on a Domain Specific Modeling Language and Model Transformation. PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS (ICEIS 2019), VOL 2, v. N/A, p. 10-pg., 2019-01-01. (14/50937-1, 15/24485-9)

DE AGUIAR BARBOSA, ALLAN FABIO; DA SILVA E SILVA, FRANCISCO JOSE; COUTINHO, LUCIANO REIS; DOS SANTOS, DAVI VIANA; TELES, ARIEL SOARES; DAMIANI, E; SPANOUDAKIS, G; MACIASZEK, L. A Domain-Specific Modeling Language for Specification of Clinical Scores in Mobile Health. PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON EVALUATION OF NOVEL APPROACHES TO SOFTWARE ENGINEERING (ENASE), v. N/A, p. 10-pg., 2019-01-01. (14/50937-1, 15/24485-9)

PASTANA LOBATO, ANTONIO G.; LOPEZ, MARTIN ANDREONI; CARDENAS, ALVARO A.; DUARTE, OTTO CARLOS M. B.; PUJOLLE, GUY. A fast and accurate threat detection and prevention architecture using stream processing. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 34, n. 3, AUG 2021. (14/50937-1, 15/24485-9, 18/23292-0)

DALLAQUA, FERNANDA B. J. R.; FAZENDA, ALVARO L.; FARIA, FABIO A.. ForestEyes Project: Conception, enhancements, and challenges. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 124, p. 422-435, NOV 2021. (15/24485-9, 14/50937-1)

TORRES, JOAO VITOR; ALVARENGA, IGOR DRUMMOND; BOUTABA, RAOUF; MUNIZ BANDEIRA DUARTE, OTTO CARLOS. Evaluating CRoS-NDN: a comparative performance analysis of a controller-based routing scheme for named-data networking. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 10, n. 1, DEC 2019. (14/50937-1, 15/24485-9, 15/24514-9)

SANTOS, FILLIPE; IMMICH, ROGER; MADEIRA, EDMUNDO; AHMED, T; FESTOR, O; GHAMRI-DOUDANE, Y; KANG, JM; SCHAEFFER-FILHO, AE; LAHMADI, A; MADEIRA, E. Multimedia Microservice Placement in Hierarchical Multi-tier Cloud-to-Fog Networks. 2021 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2021), v. N/A, p. 6-pg., 2021-01-01. (14/50937-1, 15/24485-9)

RODRIGUES, FRANCISCO CAIO M.; HIRATA, R., JR.; TELEA, A. C.; IEEE. Image-based Visualization of Classifier Decision Boundaries. PROCEEDINGS 2018 31ST SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2018-01-01. (15/24485-9, 15/01587-0)

KON, FABIO; BRAGHETTO, KELLY; SANTANA, EDUARDO Z.; SPEICYS, ROBERTO; GUERRA GUERRA, JORGE. Toward Smart and Sustainable Cities. COMMUNICATIONS OF THE ACM, v. 63, n. 11, p. 2-pg., 2020-11-01. (14/50937-1, 15/24485-9)

ALVARENGA, IGOR D.; REBELLO, GABRIEL A. F.; DUARTE, OTTO CARLOS M. B.; IEEE. Securing Configuration Management and Migration of Virtual Network Functions Using Blockchain. NOMS 2018 - 2018 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, v. N/A, p. 9-pg., 2018-01-01. (15/24485-9, 15/24514-9, 14/50937-1)

DE MOURA, IVAN RODRIGUES; TELES, ARIEL SOARES; ENDLER, MARKUS; COUTINHO, LUCIANO REIS; SILVA, FRANCISCO JOSE DA SILVA E. Recognizing Context-Aware Human Sociability Patterns Using Pervasive Monitoring for Supporting Mental Health Professionals. SENSORS, v. 21, n. 1, JAN 2021. (15/24485-9, 14/50937-1)

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MELO, PAULO CESAR F.; IEEE COMP SOC. A model-driven middleware approach to reduce the semantic gap between application domains and the generic infrastructure of smart cities. 24TH ACM/IEEE INTERNATIONAL CONFERENCE ON MODEL-DRIVEN ENGINEERING LANGUAGES AND SYSTEMS COMPANION (MODELS-C 2021), v. N/A, p. 6-pg., 2021-01-01. (15/24485-9)

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