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Entree

Comunicação e processamento de big data em nuvens e névoas computacionais

Processo: 15/24494-8
Modalidade de apoio:Auxílio à Pesquisa - Temático
Vigência: 01 de outubro de 2017 - 30 de setembro de 2023
Área do conhecimento:Ciências Exatas e da Terra - Ciência da Computação - Sistemas de Computação
Convênio/Acordo: 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
Auxílios(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
20/11278-3 - Implantação de uma nuvem colaborativa, BP.IC
20/11236-9 - Análise da resiliência de orquestradores de nuvem, 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)

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Publicações científicas (216)
(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)
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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., . (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., . (15/24494-8)
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., . (20/05121-4, 20/11259-9, 18/23064-8, 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., . (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., . (18/23064-8, 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., . (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., . (18/23064-8, 15/24494-8)
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., . (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., . (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., . (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., . (15/24494-8)
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., . (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., . (15/24494-8)
SANCHES, MATHEUS F.; OLIVEIRA, MARIA VITORIA R.; CICERI, OSCAR J.; LADEIRA, LUCAS Z.; GARCIA, ISLENE C.; DA FONSECA, NELSON L. S.; VILLAS, LEANDRO A.; IEEE COMP SOC. EFIS - Ecological Fuel-consumption Intelligent System. 17TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2021), v. N/A, p. 7-pg., . (18/19639-5, 15/24494-8)
SOLE, LEONARDO; SAMMARCO, MATTEO; DETYNIECKI, MARCIN; CAMPISTA, MIGUEL ELIAS M.. Towards drivers' safety with multi-criteria car navigation systems. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 135, p. 9-pg., . (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, . (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, . (14/50715-9, 16/50250-1, 17/24005-2, 17/20945-0, 14/12236-1, 13/50169-1, 13/50155-0, 15/24494-8)
DE ALMEIDA, THALES TEIXEIRA; RIBEIRO JUNIOR, JOSE GERALDO; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.. Wi-Fi Direct Performance Evaluation for V2P Communications. JOURNAL OF SENSOR AND ACTUATOR NETWORKS, v. 9, n. 2, . (15/24494-8)
CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. From Mobility Traces to Knowledge: Design Guidance for Intelligent Vehicular Networks. IEEE NETWORK, v. 34, n. 4, p. 227-233, . (18/23064-8, 15/24494-8)
LOBATO JUNIOR, WELLINGTON; DE SOUZA, ALLAN M.; PEIXOTO, MAYCON L. M.; ROSARIO, DENIS; VILLAS, LEANDRO; IEEE. A Cache Strategy for Intelligent Transportation System to Connected Autonomous Vehicles. 2020 IEEE 92ND VEHICULAR TECHNOLOGY CONFERENCE (VTC2020-FALL), v. N/A, p. 5-pg., . (18/23126-3, 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., . (18/23126-3, 15/24494-8)
PACHECO, ROBERTO G.; BOCHIE, KAYLANI; GILBERT, MATEUS S.; COUTO, RODRIGO S.; CAMPISTA, MIGUEL ELIAS M.. Towards Edge Computing Using Early-Exit Convolutional Neural Networks. INFORMATION, v. 12, n. 10, . (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., . (15/24494-8, 18/23064-8)
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., . (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., . (15/24494-8, 18/23064-8)
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., . (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, . (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 13/50155-0, 15/24494-8)
TRINDADE, SILVANA; DA FONSECA, NELSON L. S.. Channel Modeling and Characteristics for 6G Wireless Communications. IEEE NETWORK, v. 35, n. 1, p. 326-332, . (15/24494-8)
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, . (15/24494-8, 15/24490-2)
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, . (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)
CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. Mobility Trace Analysis for Intelligent Vehicular Networks: Methods, Models, and Applications. ACM COMPUTING SURVEYS, v. 54, n. 3, . (18/23064-8, 15/24494-8)
PEREIRA, ERICO M.; TORRES, RICARDO DA S.; DOS SANTOS, JEFERSSON A.. A genetic algorithm approach for image representation learning through color quantization. MULTIMEDIA TOOLS AND APPLICATIONS, v. 80, n. 10, p. 15315-15350, . (13/50169-1, 16/50250-1, 15/24494-8, 17/20945-0, 13/50155-0, 14/50715-9, 14/12236-1)
MOURA, PEDRO M.; DA FONSECA, NELSON L. S.. ultipath Routing in Elastic Optical Networks with Space-Division Multiplexin. IEEE COMMUNICATIONS MAGAZINE, v. 59, n. 10, p. 64-69, . (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., . (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., . (20/05054-5, 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., . (15/24494-8)
PINTO NETO, JOAO B.; GOMES, LUCAS C.; ORTIZ, FERNANDO M.; ALMEIDA, THALES T.; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.; MITTON, NATHALIE. An accurate cooperative positioning system for vehicular safety applications. COMPUTERS & ELECTRICAL ENGINEERING, v. 83, . (15/24494-8, 15/24490-2)
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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., . (20/05152-7, 15/24494-8)
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