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Communications and processing of big data in cloud and fog computing

Grant number: 15/24494-8
Support Opportunities:Research Projects - Thematic Grants
Duration: October 01, 2017 - September 30, 2023
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computer Systems
Convênio/Acordo: MCTI/MC
Principal Investigator:Nelson Luis Saldanha da Fonseca
Grantee:Nelson Luis Saldanha da Fonseca
Host Institution: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
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
Associated researchers: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
Associated grant(s):22/08847-1 - Explainable reinforcement learning for routing in software-defined networking, AV.EXT
19/00492-7 - XXXVII Brazilian Symposium on Computer Networks and Distributed Systems, AR.BR
19/02725-9 - An event dissemination platform for vehicular and sensor networks, AV.EXT
18/06755-7 - Hybrid context-aware multimodal routing, AV.EXT
18/05744-1 - Meeting delay requirements in fog computing by knowledge-defined networking, AV.EXT
Associated scholarship(s):21/15227-7 - Analysis of message forwarding mechanisms for mobile delay tolerant networks, BP.IC
21/11401-2 - Optimization of virtual machine positioning in data centers, BP.IC
21/11325-4 - Architecture and model for Edge intelligence, BP.PD
+ associated scholarships 21/12582-0 - Multi-objective scheduling of applications with different class of services on cloud-fog networks, BP.TT
21/05415-0 - Deployment of a collaborative cloud, BP.IC
21/05416-7 - Resilience analysis of cloud orchestrators, BP.IC
20/13676-6 - Analysis of message forwarding mechanisms for mobile delay tolerant networks, BP.IC
20/10614-0 - Data acquisition in mobile cloud computing, BP.TT
20/11278-3 - Deployment of a collaborative cloud, BP.IC
20/11236-9 - Resilience analysis of cloud orchestrators, BP.IC
19/19105-3 - Dynamic vehicle cloud for autonomous vehicle application support, BP.DR
19/22065-3 - Collecting information on sensor networks by using cellular networks, BP.TT
18/23126-3 - Data Orchestration for Urban Computing through Fog Computing, BP.PD
19/03268-0 - Software defined networking routing with machine learning, BP.MS
19/04914-3 - Multipath routing in data center networks based on software-defined Networking and machine learning, BP.TT
19/00721-6 - Task scheduling in collaborative clouds, BP.TT
18/12447-3 - Platform for location-based user-centric service provision, BP.DR
18/16703-4 - Vehicular cloud computing for information management in intelligent transportation systems, BP.DR
17/25086-6 - Solutions for intelligent transportation systems based on urban computing, BP.PD - associated scholarships

Abstract

The incipient era of big data is centered on the possibility of exploiting hidden relationship from data, generating knowledge, which can benefit the several sectors of society. However, this activity brings high demanding processing and communication requirements. Moreover, the ever-increasing deployment of sensors adds new pattern of generation of data, which needs to be dealt with. To allow the evolution of big data, it is necessary to provide the infrastructure with capacity for such processing by capitalizing on new network, virtualization and cloud computing technologies. However, these technologies need also to evolve to cope with the high demands of big data processing. The aim of this research project is to promote such development to allow the evolution of big data activities. (AU)

Articles published in Agência FAPESP Newsletter about the research grant:
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VEICULO: TITULO (DATA)

Scientific publications (216)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
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, . (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, . (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)
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)
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)
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)
TRINDADE, SILVANA; TORRES, RICARDO DA S.; ZHU, ZUQING; DA FONSECA, NELSON L. S.. Cognitive Control-Loop for Elastic Optical Networks with Space-Division Multiplexing. SENSORS, v. 21, n. 23, . (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)
DE SOUSA, RONIEL S.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. Vehicle Trajectory Similarity: Models, Methods, and Applications. ACM COMPUTING SURVEYS, v. 53, n. 5, . (18/23064-8, 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)
GUIDONI, DANIEL L.; MAIA, GUILHERME; SOUZA, FERNANDA S. H.; VILLAS, LEANDRO A.; LOUREIRO, ANTONIO A. F.. Vehicular Traffic Management Based on Traffic Engineering for Vehicular Ad Hoc Networks. IEEE ACCESS, v. 8, p. 45167-45183, . (18/23064-8, 15/24494-8)
CRUZ, PEDRO; COUTO, RODRIGO S.; COSTA, LUIS HENRIQUE M. K.; FLADENMULLER, ANNE; DE AMORIM, MARCELO DIAS. A delay-aware coverage metric for bus-based sensor networks. COMPUTER COMMUNICATIONS, v. 156, p. 192-200, . (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, . (15/24494-8, 18/23085-5)
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)
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, . (19/22262-3, 16/50250-1, 14/12236-1, 15/24494-8, 19/16253-1, 19/17729-0)
FADEL, SAMUEL G.; MAIR, SEBASTIAN; DA SILVA TORRES, RICARDO; BREFELD, ULF. Contextual movement models based on normalizing flows. AStA-Advances in Statistical Analysis, . (17/24005-2, 16/50250-1, 15/24494-8, 17/20945-0, 18/19350-5, 19/17729-0)
FERREIRA GOMES, LUIZ ALBERTO; TORRES, RICARDO DA SILVA; CORTES, MARIO LUCIO. On the prediction of long-lived bugs: An analysis and comparative study using FLOSS projects. INFORMATION AND SOFTWARE TECHNOLOGY, v. 132, . (14/50715-9, 16/50250-1, 14/12236-1, 15/24494-8, 17/20945-0, 13/50155-0)
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, . (15/24494-8, 14/50715-9, 14/12236-1, 13/50155-0)
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, . (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, . (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, . (19/16253-1, 16/50250-1, 14/50715-9, 17/20945-0, 14/12236-1, 13/50155-0, 15/24494-8)
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, . (15/24494-8, 15/24490-2)
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, . (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, . (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 17/12646-3, 13/50155-0, 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, . (14/50715-9, 13/50169-1, 14/12236-1, 13/08645-0, 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, . (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)
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., . (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., . (18/23064-8, 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., . (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., . (18/23064-8, 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., . (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, . (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 13/50155-0, 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, . (18/23064-8, 15/24494-8)
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, . (15/24536-2, 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, . (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, . (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, . (15/24490-2, 15/24494-8)
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, . (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, . (15/24494-8)
LAGO, THIAGO K.; GONZALEZ, ERNESTO RODRIGUEZ; CAMPISTA, MIGUEL ELIAS M.; IEEE. Towards a Real-time System based on Regression Model to Evaluate Driver's Attention. 2021 IEEE INTERNATIONAL SMART CITIES CONFERENCE (ISC2), v. N/A, p. 7-pg., . (15/24494-8)
DOURADO, ICARO CAVALCANTE; TABBONE, SALVATORE; TORRES, RICARDO DA SILVA; CONTE, D; RAMEL, JY; FOGGIA, P. Event Prediction Based on Unsupervised Graph-Based Rank-Fusion Models. GRAPH-BASED REPRESENTATIONS IN PATTERN RECOGNITION, GBRPR 2019, v. 11510, p. 11-pg., . (17/20945-0, 14/50715-9, 14/12236-1, 16/50250-1, 13/50155-0, 15/24494-8)
GONCALVES, DIEGO S. M.; COUTO, RODRIGO S.; RUBINSTEIN, MARCELO G.. A Protection System Against HTTP Flood Attacks Using Software Defined Networking. Journal of Network and Systems Management, v. 31, n. 1, p. 23-pg., . (15/24494-8)
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., . (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., . (18/23064-8, 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., . (19/03268-0, 15/24494-8)
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, . (17/20945-0, 19/17729-0, 16/50250-1, 19/22262-3, 19/16253-1, 14/12236-1, 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., . (18/23064-8, 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., . (15/24494-8, 20/05054-5)
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