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; 21/12582-0 - Escalonamento multiobjetivo de aplicações de diferentes classes de serviço em redes de computação nuvem-névoa, BP.TT; + mais bolsas vinculadas 21/11325-4 - Arquitetura e modelo para Edge intelligence, BP.PD; 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

(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)

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, SI, JUL 2020. (15/24490-2, 15/24494-8)

RODRIGUES, DIEGO O.; BOUKERCHE, AZZEDINE; SILVA, THIAGO H.; LOUREIRO, ANTONIO A. F.; VILLAS, LEANDRO A.. Combining taxi and social media data to explore urban mobility issues. COMPUTER COMMUNICATIONS, v. 132, p. 111-125, NOV 2018. (15/07538-1, 15/24494-8)

DIAS, DANIEL SOUZA; COSTA, LUIS HENRIQUE M. K.; DE AMORIM, MARCELO DIAS. Data offloading capacity in a megalopolis using taxis and buses as data carriers. VEHICULAR COMMUNICATIONS, v. 14, p. 80-96, OCT 2018. (15/24494-8, 15/24490-2)

MARIANO, GREICE C.; STAGGEMEIER, VANESSA G.; CERDEIRA MORELLATO, LEONOR PATRICIA; TORRES, RICARDO DA S.. Multivariate cyclical data visualization using radial visual rhythms: A case study in phenology analysis. ECOLOGICAL INFORMATICS, v. 46, p. 19-35, JUL 2018. (14/50715-9, 10/51307-0, 17/20945-0, 16/50250-1, 13/50155-0, 07/59779-6, 15/24494-8, 14/12236-1, 09/18438-7, 13/50169-1)

LIBORIO LIMA DO NASCIMENTO, PEDRO PAULO; LINO KIMURA, BRUNO YUJI; GUIDONI, DANIEL LUDOVICO; VILLAS, LEANDRO APARECIDO. An Integrated Dead Reckoning with Cooperative Positioning Solution to Assist GPS NLOS Using Vehicular Communications. SENSORS, v. 18, n. 9, SEP 2018. (15/07538-1, 15/24494-8, 15/18808-0)

UCHOA MAIA RODRIGUES, DANIELE C.; MOURA, FELIPE A.; CUNHA, SERGIO AUGUSTO; TORRES, RICARDO DA S.. Graph visual rhythms in temporal network analyses. GRAPHICAL MODELS, v. 103, MAY 2019. (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 18/19007-9, 17/20945-0, 13/50155-0, 15/24494-8)

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)

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)

WERNECK, RAFAEL DE OLIVEIRA; RAVEAUX, ROMAIN; TABBONE, SALVATORE; TORRES, RICARDO DA SILVA. Learning cost function for graph classification with open-set methods. PATTERN RECOGNITION LETTERS, v. 128, p. 8-15, DEC 1 2019. (14/50715-9, 16/18429-1, 17/20945-0, 13/50155-0, 17/16453-5, 15/24494-8, 14/12236-1, 13/50169-1)

OLIVEIRA, HELDER M. N. S.; DA FONSECA, NELSON L. S.. Protection in elastic optical networks using Failure-Independent Path Protecting p-cycles. Optical Switching and Networking, v. 35, JAN 2020. (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)

FERREIRA, ANA ELISA; ORTIZ, FERNANDO MOLANO; DE ALMEIDA, THALES TEIXEIRA; COSTA, LUIS HENRIQUE M. K.. A Visitor Assistance System Based on LoRa for Nature Forest Parks. ELECTRONICS, v. 9, n. 4, APR 2020. (15/24490-2, 15/24494-8)

MUNOZ, JAVIER VARGAS; GONCALVES, MARCOS A.; DIAS, ZANONI; TORRES, RICARDO DA S.. Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search. PATTERN RECOGNITION, v. 96, DEC 2019. (14/50715-9, 16/50250-1, 17/16246-0, 17/20945-0, 14/12236-1, 13/50169-1, 15/11937-9, 17/12646-3, 13/50155-0, 15/24494-8)

SVAIGEN, ALISSON R.; BINE, LAILLA M. S.; PAPPA, GISELE L.; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE COMP SOC. Automatic Drone Identification Through Rhythm-based Features for the Internet of Drones. 2021 IEEE 33RD INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2021), v. N/A, p. 5-pg., 2021-01-01. (15/24494-8)

ORTIZ, FERNANDO MOLANO; SAMMARCO, MATTEO; COSTA, LUIS HENRIQUE M. K.; DETYNIECKI, MARCIN. Applications and Services Using Vehicular Exteroceptive Sensors: A Survey. IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, v. 8, n. 1, p. 21-pg., 2023-01-01. (15/24494-8)

OLIVEIRA, HELDER M. N. S.; DA FONSECA, NELSON L. S.; IEEE. P-cycle Protected Multipath Routing, Spectrum and Core Allocation in SDM Elastic Optical Networks. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2019-01-01. (15/24494-8)

CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. Mobility Data Assessment for Vehicular Networks. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2019-01-01. (15/24494-8, 15/24536-2)

BARBOSA, MARIANA S. M.; PACHECO, ROBERTO G.; COUTO, RODRIGO S.; MEDEIROS, DIANNE S., V; CAMPISTA, MIGUEL ELIAS M.; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; COSTA, LHMK; RUBINSTEIN, MG. Decision Early-Exit: An Efficient Approach to Hasten Offloading in BranchyNets. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

CAPANEMA, CLAUDIO G. S.; DE OLIVEIRA, GUILHERME S.; SILVA, FABRICIO A.; SILVA, THAIS R. M. B.; LOUREIRO, ANTONIO A. F.. Combining recurrent and Graph Neural Networks to predict the next place's category. Ad Hoc Networks, v. 138, p. 15-pg., 2023-01-01. (15/24494-8)

CAMILO, GUSTAVO F.; DE SOUZA, LUCAS AIRAM C.; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.; DUARTE, OTTO CARLOS M. B.; IEEE. A Blockchain-based System for Secure and Distributed Virtual Network Functions Orchestration. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24485-9, 18/23292-0, 15/24494-8, 14/50937-1)

TRINDADE, SILVANA; DA FONSECA, NELSON L. S.. Machine Learning for Spectrum Defragmentation in Space-Division Multiplexing Elastic Optical Networks. IEEE NETWORK, v. 35, n. 1, p. 7-pg., 2021-01-01. (15/24494-8)

ORTIZ, FERNANDO M.; DE ALMEIDA, THALES T.; FERREIRA, ANA E.; COSTA, LUIS HENRIQUE M. K.. Experimental vs. simulation analysis of LoRa for vehicular communications. COMPUTER COMMUNICATIONS, v. 160, p. 12-pg., 2020-07-01. (15/24490-2, 15/24494-8)

AKABANE, ADEMAR T.; IMMICH, ROGER; PAZZI, RICHARD W.; MADEIRA, EDMUNDO R. M.; VILLAS, LEANDRO A.; IEEE. TRUSTed: A Distributed System for Information Management and Knowledge Distribution in VANETs. 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2018-01-01. (15/07538-1, 16/24454-9, 15/24494-8, 15/25588-6)

SOUZA, FABRICIO R.; DOMINGUES, AUGUSTO C. S. A.; VAZ DE MELO, PEDRO O. S.; LOUREIRO, ANTONIO A. F.; ASSOC COMP MACHINERY. MOCHA: A Tool for Mobility Characterization. MSWIM'18: PROCEEDINGS OF THE 21ST ACM INTERNATIONAL CONFERENCE ON MODELING, ANALYSIS AND SIMULATION OF WIRELESS AND MOBILE SYSTEMS, v. N/A, p. 8-pg., 2018-01-01. (15/24494-8)

PEREIRA, FERNANDO H. S.; ASTUDILLO, CARLOS A.; DA FONSECA, NELSON L. S.; IEEE. Energy-Efficient Fragmentation-Avoidance Uplink Packet Scheduler for SC-FDMA-Based Systems. 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8)

DOMINGUES, AUGUSTO C. S. A.; SILVA, FABRICIO A.; LOUREIRO, ANTONIO A. F.; IEEE. Space and Time Matter: An Analysis About Route Selection in Mobility Traces. 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8)

RETTORE, PAULO H. L.; CAMPOLINA, ANDRE B.; SOUZA, ARTUR; MAIA, GUILHERME; VILLAS, LEANDRO A.; LOUREIRO, ANTONIO A. F.; IEEE. Driver Authentication in VANETs based on Intra-Vehicular Sensor Data. 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8)

CICERI, OSCAR J.; ASTUDILLO, CARLOS A.; DA FONSECA, NELSON L. S.; IEEE. Dynamic Bandwidth Allocation with Multi-ONU Customer Support for Ethernet Passive Optical Networks. 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8)

ARAUJO, MARCELO C.; SOUSA, BRUNO; CURADO, MARILIA; BITTENCOURT, LUIZ F.; IEEE. CMFog: Proactive Content Migration Using Markov Chain and MADM in Fog Computing. 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)

DA SILVA, RODRIGO A. C.; DA FONSECA, NELSON L. S.; IEEE. Resource Allocation Mechanism for a Fog-Cloud Infrastructure. 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8)

SAMMARCO, MATTEO; MITRE CAMPISTA, MIGUEL ELIAS; DETYNIECKI, MARCIN; RAZAFINDRALAMBO, TAHIRY; DE AMORIM, MARCELO DIAS; CIANFRANI, A; RIGGIO, R; STEINER, R; IDZIKOWSKI, F. Unsupervised Detection of Adversarial Collaboration in Data-Driven Networking. PROCEEDINGS OF THE 2019 10TH INTERNATIONAL CONFERENCE ON NETWORKS OF THE FUTURE (NOF 2019), v. N/A, p. 8-pg., 2019-01-01. (15/24490-2, 15/24494-8)

TAVARES, EDUARDO A.; TORRES, RICARDO DA S.; DOS SANTOS, JEFERSSON A.; IEEE. EVALUATING DEEP CONTEXTUAL DESCRIPTION OF SUPERPIXELS FOR DETECTION IN AERIAL IMAGES. 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)

IMMICH, ROGER; VILLAS, LEANDRO; BITTENCOURT, LUIZ; MADEIRA, EDMUNDO; YOUNAS, M; AWAN, I; HARA, T. Multi-Tier Edge-to-Cloud Architecture for Adaptive Video Delivery. 2019 7TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD 2019), v. N/A, p. 8-pg., 2019-01-01. (18/02204-6, 15/24494-8, 14/50937-1)

TRINDADE, SILVANA; DA FONSECA, NELSON L. S.; IEEE. Core and Spectrum Allocation for Avoidance of Spectrum Fragmentation in EON-SDM. ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2020-01-01. (15/24494-8)

DE SOUSA, RONIEL S.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. A Map Matching Based Framework to Reconstruct Vehicular Trajectories from GPS Datasets. ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2020-01-01. (15/24494-8)

DA SILVA, RODRIGO A. C.; DA FONSECA, NELSON L. S.. Location of fog nodes mounted on fixed-wing UAVs. VEHICULAR COMMUNICATIONS, v. 41, p. 11-pg., 2023-03-22. (15/24494-8)

SVAIGEN, ALISSON R.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE. MixRide: An Energy-Aware Location Privacy Protection Mechanism for the Internet of Drones. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

DA SILVA, RODRIGO A. C.; DA FONSECA, NELSON L. S.; IEEE. Design of fog computing infrastructures with rotary-wing UAVs. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

LIMA, CAROLINE MAUL DE A.; DA SILVA, EDUARDO A.; VELLOSO, PEDRO B.; IEEE. Performance Evaluation of 802.11 IoT devices for Data Collection in the Forest with Drones. 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), v. N/A, p. 7-pg., 2018-01-01. (15/24494-8)

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)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. A Novel Ant Path for Internet of Drones. Computer Networks, v. 235, p. 12-pg., 2023-11-01. (15/24494-8)

OLIVEIRA, HELDER M. N. S.; DA FONSECA, NELSON L. S.; IEEE. Multipath Routing, Spectrum and Core Allocation in Protected SDM Elastic Optical Networks. 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), v. N/A, p. 6-pg., 2019-01-01. (15/24494-8)

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)

RODRIGUES, DIEGO O.; DE SOUZA, ALLAN M.; BRAUN, TORSTEN; MAIA, GUILHERME; LOUREIRO, ANTONIO A. F.; VILLAS, LEANDRO A.. Service Provisioning in Edge-Cloud Continuum: Emerging Applications for Mobile Devices. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 14, n. 1, p. 36-pg., 2023-01-01. (18/12447-3, 15/24494-8, 18/19639-5, 20/11259-9)

ORTIZ, FERNANDO M.; SAMMARCO, MATTEO; DETYNIECKI, MARCIN; COSTA, LUIS HENRIQUE M. K.. Road traffic safety assessment in self-driving vehicles based on time-to-collision with motion orientation. ACCIDENT ANALYSIS AND PREVENTION, v. 191, p. 15-pg., 2023-07-03. (15/24494-8)

DA SILVA, RODRIGO A. C.; DA FONSECA, NELSON L. S.. Location of Fog Nodes for Reduction of Energy Consumption of End-User Devices. IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, v. 4, n. 2, p. 13-pg., 2020-06-01. (15/24494-8)

CASAS-VELASCO, DANIELA M.; VILLOTA-JACOME, WILLIAM F.; DA FONSECA, NELSON L. S.; RENDON, OSCAR M. CAICEDO; IEEE. Delay Estimation in Fogs based on Software-Defined Networking. 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), v. N/A, p. 6-pg., 2019-01-01. (15/24494-8)

ANDRE, CARLOS HENRIQUE DE O. M.; MEDEIROS, DIANNE S. V.; CAMPISTA, MIGUEL ELIAS M.. Towards participatory sensing of regions of interest with adaptive sampling rate. VEHICULAR COMMUNICATIONS, v. 25, p. 14-pg., 2020-10-01. (15/24490-2, 15/24494-8)

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)

BORGES, JOAO B.; RAMOS, HEITOR S.; MINI, RAQUEL A. F.; VIANA, ALINE C.; LOUREIRO, ANTONIO A. F.; IEEE. The quest for sense: Physical phenomena classification in the Internet of Things. 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)

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)

GONCALVES, FILIPE MARCEL FERNANDES; PEDRONETTE, DANIEL CARLOS GUIMARAES; TORRES, RICARDO DA SILVA. Regression by Re-Ranking. PATTERN RECOGNITION, v. 140, p. 17-pg., 2023-04-09. (13/50155-0, 18/15597-6, 14/12236-1, 16/50250-1, 15/24494-8, 17/25908-6, 17/20945-0)

DA COSTA, JOAHANNES B. D.; DE SOUZA, ALLAN M.; MENEGUETTE, RODOLFO I.; CERQUEIRA, EDUARDO; ROSARIO, DENIS; SOMMER, CHRISTOPH; VILLAS, LEANDRO. Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v. N/A, p. 15-pg., 2023-05-31. (20/07162-0, 15/24494-8, 18/16703-4, 21/13780-0)

DIAS, DANIELLE; PINTO, ALLAN; DIAS, ULISSES; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; TORRES, RICARDO DA S.. A Multirepresentational Fusion of Time Series for Pixelwise Classification. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 13, p. 4399-4409, 2020. (19/16253-1, 16/50250-1, 14/50715-9, 17/20945-0, 14/12236-1, 13/50155-0, 15/24494-8)

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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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)

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)

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)

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)

CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. Towards Understanding of Bus Mobility for Intelligent Vehicular Networks using Real-World Data. 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), v. N/A, p. 6-pg., 2019-01-01. (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)

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)

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)

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)

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)

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)

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)

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)

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