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Communications and processing of big data in cloud and fog computing

Grant number: 15/24494-8
Support type:Research Projects - Thematic Grants
Duration: October 01, 2017 - September 30, 2023
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computer Systems
Cooperation agreement: MCTI/MC
Principal researcher:Nelson Luis Saldanha da Fonseca
Grantee:Nelson Luis Saldanha da Fonseca
Home Institution: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
Pesquisadores principais:
( Atuais )
Antonio Alfredo Ferreira Loureiro ; Edmundo Roberto Mauro Madeira ; Lisandro Zambenedetti Granville ; Luis Henrique Maciel Kosmalski Costa
Pesquisadores principais:
( Anteriores )
Ricardo da Silva Torres
Assoc. researchers:Alberto Egon Schaeffer Filho ; Anderson de Rezende Rocha ; Antonio Marinho Pilla Barcellos ; 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 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
21/12582-0 - Multi-objective scheduling of applications with different class of services on cloud-fog networks, BP.TT
+ associated scholarships 21/11325-4 - Architecture and model for Edge intelligence, BP.PD
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
20/11236-9 - Resilience analysis of cloud orchestrators, BP.IC
20/11278-3 - Deployment of a collaborative cloud, 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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Scientific publications (78)
(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)
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)
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)
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, . (16/50250-1, 17/20945-0, 13/50155-0, 15/24494-8, 14/50715-9, 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)
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)
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, . (15/24490-2, 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)
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, . (14/50715-9, 15/24494-8, 14/12236-1, 13/50155-0)
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)
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, . (13/50169-1, 17/12646-3, 17/20945-0, 13/50155-0, 15/24494-8, 14/50715-9, 16/50250-1, 14/12236-1)
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)
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, . (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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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, . (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, . (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)
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)
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)
CASAS-VELASCO, DANIELA M.; RENDON, OSCAR MAURICIO CAICEDO; DA FONSECA, NELSON L. S.. Intelligent Routing Based on Reinforcement Learning for Software-Defined Networking. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, v. 18, n. 1, p. 870-881, . (19/03268-0, 15/24494-8)
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, . (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, . (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, . (15/24494-8)
DA SILVA, RODRIGO A. C.; DA FONSECA, NELSON L. S.; BOUTABA, RAOUF. valuation of the Employment of UAVs as Fog Node. IEEE WIRELESS COMMUNICATIONS, v. 28, n. 5, p. 20-27, . (15/24494-8)
ESTRADA-SOLANO, FELIPE; CAICEDO, OSCAR M.; DA FONSECA, NELSON L. S.. NELLY: Flow Detection Using Incremental Learning at the Server Side of SDN-Based Data Centers. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, v. 16, n. 2, p. 1362-1372, . (15/24494-8, 19/04914-3)
ASTUDILLO, CARLOS A.; HOSSAIN, EKRAM; DA FONSECA, NELSON L. S.. Random Access Based on Maximum Average Distance Code for Massive MTC in Cellular IoT Networks. IEEE WIRELESS COMMUNICATIONS LETTERS, v. 10, n. 9, p. 1852-1856, . (19/22065-3, 15/24494-8)
ILHA, ALEXANDRE DA SILVEIRA; LAPOLLI, ANGELO CARDOSO; MARQUES, JONATAS ADILSON; GASPARY, LUCIANO PASCHOAL. Euclid: A Fully In-Network, P4-Based Approach for Real-Time DDoS Attack Detection and Mitigation. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, v. 18, n. 3, p. 3121-3139, . (15/24494-8)
GUEVARA, JUDY C.; TORRES, RICARDO DA S.; DA FONSECA, NELSON L. S.. On the classification of fog computing applications: A machine learning perspective. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 159, . (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 13/50169-1, 13/50155-0, 15/24494-8)
DA SILVA, RODRIGO A. C.; DA FONSECA, NELSON L. S.. On the Location of Fog Nodes in Fog-Cloud Infrastructures. SENSORS, v. 19, n. 11, . (15/24494-8)
SILVA, EWERTON; TORRES, RICARDO S.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; SILVA, THIAGO S. F.. A Change-Driven Image Foveation Approach for Tracking Plant Phenology. REMOTE SENSING, v. 12, n. 9, . (14/50715-9, 14/00215-0, 16/50250-1, 17/20945-0, 14/12236-1, 13/50155-0, 15/24494-8, 16/01413-5)
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, . (15/24490-2, 15/24494-8)
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, . (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 18/19007-9, 17/20945-0, 13/50155-0, 15/24494-8)
FORERO, FELIPE; PENA, NESTOR M.; DA FONSECA, NELSON L. S.. Latency Reduction in Probabilistic Broadcast Protocols for Ad Hoc Networks. IEEE WIRELESS COMMUNICATIONS LETTERS, v. 8, n. 4, p. 1268-1271, . (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, . (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, . (15/07538-1, 15/24494-8)
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, . (19/16253-1, 16/50250-1, 14/50715-9, 17/20945-0, 14/12236-1, 13/50155-0, 15/24494-8)
RODRIGUES, DIEGO O.; MAIA, GUILHERME; BRAUN, TORSTEN; LOUREIRO, ANTONIO A. F.; PEIXOTO, MAYCON L. M.; VILLAS, LEANDRO A.. Exploring Hybrid-Multimodal Routing to Improve User Experience in Urban Trips. APPLIED SCIENCES-BASEL, v. 11, n. 10, . (18/23064-8, 18/23126-3, 18/19639-5, 18/12447-3, 15/24494-8, 20/11259-9)
GUEVARA, JUDY C.; DA FONSECA, NELSON L. S.. Task scheduling in cloud-fog computing systems. PEER-TO-PEER NETWORKING AND APPLICATIONS, v. 14, n. 2, p. 962-977, . (15/24494-8)
FRANCA, CINTHYA M.; COUTO, RODRIGO S.; VELLOSO, PEDRO B.. Missing Data Imputation in Internet of Things Gateways. INFORMATION, v. 12, n. 10, . (15/24494-8)
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