Communications and processing of big data in cloud and fog computing

• Grant number: 15/24494-8
• Support Opportunities: Research Projects - Thematic Grants
• Start date: October 01, 2017
• End date: September 30, 2023
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computer Systems
• Agreement: 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 research 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; 20/11236-9 - 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)

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)

TRINDADE, SILVANA; DA FONSECA, NELSON L. S.. Channel Modeling and Characteristics for 6G Wireless Communications. IEEE NETWORK, v. 35, n. 1, p. 326-332, MAR-APR 2021. (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, OCT 2020. (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, DEC 2021. (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, 2019. (15/24536-2, 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, MAR 2020. (14/50715-9, 13/50169-1, 14/12236-1, 13/08645-0, 13/50155-0, 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, JUN 2021. (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, SEP-OCT 2018. (15/24490-2, 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, 2018. (14/50715-9, 17/20945-0, 16/50250-1, 13/50155-0, 15/24494-8, 14/12236-1, 17/12646-3, 13/50169-1)

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, MAR 2018. (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, OCT 2018. (15/24494-8)

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, DEC 2018. (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, APR 2019. (15/24536-2, 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, JUN 2018. (15/24494-8, 15/24490-2)

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, FEB 1 2019. (15/24494-8, 14/50715-9, 14/12236-1, 13/50155-0)

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

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, 2020. (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, JAN 2022. (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, MAR 1 2022. (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, DEC 2019. (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)

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, NOV 2019. (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 13/50155-0, 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, OCT 2018. (14/50715-9, 16/50250-1, 13/50169-1, 14/12236-1, 17/20945-0, 13/50155-0, 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, SEP 2018. (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, APR 2019. (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 17/12646-3, 13/50155-0, 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, 2020. (17/20945-0, 19/17729-0, 16/50250-1, 19/22262-3, 19/16253-1, 14/12236-1, 15/24494-8)

CONTINI, DENIS; SOUZA DE CASTRO, LUCAS FERNANDO; MADEIRA, EDMUNDO; RIGO, SANDRO; BITTENCOURT, LUIZ FERNANDO; IEEE. Simulating Smart Campus Applications in Edge and Fog Computing. 2020 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP), v. N/A, p. 6-pg., 2020-01-01. (15/24485-9, 14/50937-1, 15/24494-8)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE. Position-based Routing Protocol for Software-Defined Internet of Drones. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

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., 2021-01-01. (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., 2021-01-01. (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., 2021-01-01. (18/19639-5, 15/24494-8)

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., 2022-09-01. (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., 2020-01-01. (15/24494-8)

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., 2022-01-01. (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, 2021. (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, AUG 2021. (17/24005-2, 16/50250-1, 15/24494-8, 17/20945-0, 18/19350-5, 19/17729-0)

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, APR 15 2020. (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, MAY 2020. (15/24494-8, 15/24490-2)

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., 2022-02-18. (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., 2020-01-01. (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., 2022-03-18. (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)

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., 2021-01-01. (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., 2019-01-01. (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., 2023-03-01. (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, SEP 1 2018. (15/24490-2, 15/24494-8)

GUTIERREZ-CASTILLA, NICOLAS; TORRES, RICARDO DA S.; FALCAO, ALEXANDRE X.; KOZERKE, SEBASTIAN; SCHWITTER, JURG; MASCI, PIER-GIORGIO; MONTOYA-ZEGARRA, JAVIER A.; IEEE. Long-Range Decoder Skip Connections: Exploiting Multi-Context Information for Cardiac Image Segmentation. 2019 32ND SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2019-01-01. (14/12236-1, 16/50250-1, 17/20945-0, 15/24494-8, 13/50155-0)

DE SOUSA, RONIEL S.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. DisTraC: A Distributed and Low-Overhead Protocol for Traffic Congestion Control Using Vehicular Networks. 2019 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., 2019-01-01. (15/24536-2, 15/24494-8)

LOBATO, WELLINGTON; DA COSTA, JOAHANNES B. D.; DE SOUZA, ALLAN M.; ROSARIO, DENIS; SOMMER, CHRISTOPH; VILLAS, LEANDRO A.; IEEE. FLEXE: Investigating Federated Learning in Connected Autonomous Vehicle Simulations. 2022 IEEE 96TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-FALL), v. N/A, p. 5-pg., 2022-01-01. (19/19105-3, 15/24494-8, 21/13780-0, 18/16703-4)

CASAS-VELASCO, DANIELA M.; RENDON, OSCAR MAURICIO CAICEDO; DA FONSECA, NELSON L. S.. DRSIR: A Deep Reinforcement Learning Approach for Routing in Software-Defined Networking. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, v. 19, n. 4, p. 14-pg., 2022-12-01. (19/03268-0, 15/24494-8)

CICERI, OSCAR J.; ASTUDILLO, CARLOS A.; DA FONSECA, NELSON L. S.; VELAZQUEZ, R. Performance Evaluation of Ethernet Passive Optical Networks with Multi-ONU Customers. 2020 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2020), v. N/A, p. 6-pg., 2020-01-01. (15/24494-8)

PACHECO, ROBERTO G.; COUTO, RODRIGO S.; IEEE. Inference Time Optimization Using BranchyNet Partitioning. 2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 7-pg., 2020-01-01. (15/24494-8)

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, p. 19-pg., 2020-07-23. (15/24494-8, 15/24490-2)

DA COSTA, JOAHANNES B. D.; DE SOUZA, ALLAN M.; ROSARIO, DENIS; SOMMER, CHRISTOPH; VILLAS, LEANDRO A.; IEEE. Efficient Pareto Optimality-based Task Scheduling for Vehicular Edge Computing. 2022 IEEE 96TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-FALL), v. N/A, p. 6-pg., 2022-01-01. (21/13780-0, 18/16703-4, 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, JUN 1 2020. (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, APR 2021. (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, OCT 2021. (15/24494-8)

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, APR 2021. (14/50715-9, 16/50250-1, 14/12236-1, 15/24494-8, 17/20945-0, 13/50155-0)

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, OCT 2021. (15/24494-8, 18/23085-5)

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, OCT 2021. (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, MAR 2021. (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)

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., 2020-01-01. (18/23126-3, 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., 2021-01-01. (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., 2023-10-01. (15/24494-8)

THOMAZ, GUILHERME A.; GUERRA, MATHEUS B.; SAMMARCO, MATTEO; DETYNIECKI, MARCIN; CAMPISTA, MIGUEL ELIAS M.. Tamper-proof access control for IoT clouds using enclaves. Ad Hoc Networks, v. 147, p. 12-pg., 2023-05-12. (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., 2022-01-01. (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., 2022-02-05. (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., 2022-05-23. (19/03268-0, 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., 2019-01-01. (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, JUL 2020. (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, JUL 2020. (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, 2020. (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, AUG 2020. (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, JUL 2020. (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, JUN 2020. (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, JUL-AUG 2020. (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., 2022-10-01. (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., 2020-01-01. (18/23126-3, 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., 2022-01-01. (15/24494-8)

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)

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., 2022-01-01. (20/05152-7, 15/24494-8)

WERNECK, RAFAEL DE O.; RAVEAUX, ROMAIN; TABBONE, SALVATORE; TORRES, RICARDO DA S.; BAI, X; HANCOCK, ER; HO, TK; WILSON, RC; BIGGIO, B; ROBLESKELLY, A. Learning Cost Functions for Graph Matching. STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, S+SSPR 2018, v. 11004, p. 10-pg., 2018-01-01. (14/50715-9, 17/20945-0, 14/12236-1, 16/18429-1, 16/50250-1, 13/50169-1, 13/50155-0, 15/24494-8)

CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. On the Design of Bus-Based Vehicular Networks: Mobility Generation and Data Dissemination. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

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)

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., 2021-01-01. (20/05054-5, 15/24494-8)

GANTERT, LUANA; SAMMARCO, MATTEO; DETYNIECKI, MARCIN; CAMPISTA, MIGUEL ELIAS M.; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; COSTA, LHMK; RUBINSTEIN, MG. Super Learner Ensemble for Sound Classification using Spectral Features. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

OLIVEIRA, HELDER M. N. S.; DA FONSECA, NELSON L. S.; IEEE. Protection, Routing, Spectrum and Core Allocation in EONs-SDM for Efficient Spectrum Utilization. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2019-01-01. (15/24494-8)

DE OLIVEIRA, JULIANE REGINA; DIAS, CLAUDIO FERREIRA; DE LIMA, EDUARDO R.; DE ALMEIDA, LARISSA M.; WANNER, LUCAS; IEEE. Data fusion strategies for improving resilience to sensor noise in cable-stayed tower monitoring. 2022 25TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2022), v. N/A, p. 7-pg., 2022-01-01. (15/24494-8)

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)

CIRNE, MARCOS; ANDALO, FERNANDA; DIAS, RAFAEL; RESEK, THIAGO; BERTOCCO, GABRIEL; TORRES, RICARDO DA S.; ROCHA, ANDERSON; IEEE. DEEP FACE VERIFICATION FOR SPHERICAL IMAGES. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., 2019-01-01. (13/50155-0, 14/12236-1, 17/12646-3, 16/50250-1, 15/24494-8, 14/50715-9, 17/20945-0)

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., 2022-08-04. (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., 2021-01-01. (15/24494-8, 20/05054-5)

CICERI, OSCAR J.; ASTUDILLO, CARLOS A.; DA FONSECA, NELSON L. S.; IEEE. DBA Algorithm for Cooperative Resource Sharing among EPON Customers. ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2020-01-01. (15/24494-8)

MOURA, DOUGLAS L. L.; AQUINO, ANDRE L. L.; LOUREIRO, ANTONIO A. F.; ASSOC COMP MACHINERY. Towards Data VSN Offloading in VANETs Integrated into the Cellular Network. 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)

DIAS, DANIELLE; DIAS, ULISSES; MENINI, NATHALIA; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; TORRES, RICARDO; IEEE. PIXELWISE REMOTE SENSING IMAGE CLASSIFICATION BASED ON RECURRENCE PLOT DEEP FEATURES. 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)

SANTOS, ELISANGELA SILVA; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA; TORRES, RICARDO DA SILVA; IEEE. PIXELWISE TIME SERIES RETRIEVAL IN PHENOLOGICAL STUDIES. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), v. N/A, p. 4-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)

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)

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)

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)

DE SOUSA, RONIEL SOARES; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. A Novel Scalable Framework to Reconstruct Vehicular Trajectories From Unreliable GPS Datasets. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v. N/A, p. 12-pg., 2023-06-08. (15/24494-8)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. IoDMix: A novel routing protocol for Delay-Tolerant Internet of Drones integration in Intelligent Transportation System. Ad Hoc Networks, v. 148, p. 12-pg., 2023-05-29. (15/24494-8)

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., 2023-01-01. (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., 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)

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)

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)

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)

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)

BITTENCOURT, LUIZ; IMMICH, ROGER; SAKELLARIOU, RIZOS; FONSECA, NELSON; MADEIRA, EDMUNDO; CURADO, MARILIA; VILLAS, LEANDRO; DASILVA, LUIZ; LEE, CRAIG; RANA, OMER. The Internet of Things, Fog and Cloud continuum: Integration and challenges. INTERNET OF THINGS, v. 3-4, p. 22-pg., 2018-10-01. (18/02204-6, 15/24494-8, 15/16332-8)

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, 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)

JACOBS, ARTHUR S.; PFITSCHER, RICARDO J.; RIBEIRO, RAFAEL H.; FERREIRA, RONALDO A.; GRANVILLE, LISANDRO Z.; WILLINGER, WALTER; RAO, SANJAY G.; USENIX ASSOC. Hey, Lumi! Using Natural Language for Intent-Based Network Management. PROCEEDINGS OF THE 2021 USENIX ANNUAL TECHNICAL CONFERENCE, v. N/A, p. 15-pg., 2021-01-01. (18/23085-5, 15/24494-8, 20/05183-0)

CICERI, OSCAR J.; ASTUDILLO, CARLOS A.; DA FONSECA, NELSON L. S.. DBA algorithm for the support of multi-tiered bandwidth guarantee in Ethernet passive optical networks. PHOTONIC NETWORK COMMUNICATIONS, v. 43, n. 1, p. 13-pg., 2022-02-12. (15/24494-8)

SVAIGEN, ALISSON R.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. BioMixD: A Bio-Inspired and Traffic-Aware Mix Zone Placement Strategy for Location Privacy on the Internet of Drones. COMPUTER COMMUNICATIONS, v. 195, p. 13-pg., 2022-08-29. (15/24494-8)

GOMES, LUCAS DE C.; COSTA, LUIS HENRIQUE M. K.; IEEE. Traffic Light Optimization for Vehicles and Pedestrians through Evolution Strategies. 2022 IEEE 95TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-SPRING), v. N/A, p. 7-pg., 2022-01-01. (15/24494-8)

ALMEIDA, THALES T.; GOMES, LUCAS DE C.; ORTIZ, FERNANDO M.; JUNIOR, JOSE G. R.; COSTA, LUIS H. M. K.; IEEE. IEEE 802.11p Performance Evaluation: Simulations vs. Real Experiments. 2018 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), v. N/A, p. 6-pg., 2018-01-01. (15/24494-8, 15/24490-2)

BORGES, JOAO B.; RAMOS, HEITOR S.; LOUREIRO, ANTONIO A. F.. A Classification Strategy for Internet of Things Data Based on the Class Separability Analysis of Time Series Dynamics. ACM TRANSACTIONS ON INTERNET OF THINGS, v. 3, n. 3, p. 30-pg., 2022-08-01. (15/24494-8, 20/05121-4)

PEIXOTO, M. L. M.; MOTA, E.; MAIA, A. H. O.; LOBATO, W.; SALAHUDDIN, M. A.; BOUTABA, R.; VILLAS, L. A.. FogJam: A Fog Service for Detecting Traffic Congestion in a Continuous Data Stream VANET. Ad Hoc Networks, v. 140, p. 15-pg., 2023-03-01. (18/23126-3, 19/19105-3, 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, JUN 1 2020. (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 13/50169-1, 13/50155-0, 15/24494-8)

MONTOYA-MUNOZ, ANA ISABEL; SILVA, RODRIGO A. C. DA; RENDON, OSCAR M. CAICEDO; FONSECA, NELSON L. S. DA. Reliability provisioning for Fog Nodes in Smart Farming IoT-Fog-Cloud continuum. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 200, p. 10-pg., 2022-08-03. (15/24494-8)

RIBEIRO, RAFAEL V.; TORRES, RICARDO DA SILVA. Sentinel plants as programmable procession units: insights from a multidisciplinary perspective about stress memory and plant signaling and their relevance at community level. PLANT SIGNALING & BEHAVIOR, v. 13, n. 10, 2018. (17/12302-2, 15/24494-8)

COUTINHO, RODOLFO W. L.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. Design Guidelines for Information-Centric Connected and Autonomous Vehicles. IEEE COMMUNICATIONS MAGAZINE, v. 56, n. 10, p. 85-91, OCT 2018. (15/24494-8)

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, SEP 2021. (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, SEP 2021. (15/24494-8)

PEIXOTO, M. L. M.; MAIA, A. H. O.; MOTA, E.; RANGEL, E.; COSTA, D. G.; TURGUT, D.; VILLAS, L. A.. A traffic data clustering framework based on fog computing for VANETs. VEHICULAR COMMUNICATIONS, v. 31, OCT 2021. (18/23126-3, 15/24494-8)

DE ALMEIDA, THALES TEIXEIRA; GOMES, LUCAS DE CARVALHO; ORTIZ, FERNANDO MOLANO; RIBEIRO JUNIOR, JOSE GERALDO; COSTA, LUIS HENRIQUE M. K.. Comparative Analysis of a Vehicular Safety Application in NS-3 and Veins. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v. 23, n. 1, p. 620-629, JAN 2022. (15/24490-2, 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, AUG 2019. (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, JUL 2021. (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, OCT 2021. (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, FEB 2020. (15/24494-8, 19/04914-3)

OLIVEIRA, HELDER M. N. S.; DA FONSECA, NELSON L. S.. Routing, spectrum and core assignment algorithms for protection of space division multiplexing elastic optical networks. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 128, p. 78-89, FEB 15 2019. (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, JUN 1 2019. (15/24494-8)

NOGUEIRA, KEILLER; FADEL, SAMUEL G.; DOURADO, ICARO C.; WERNECK, RAFAEL DE O.; MUNOZ, V, JAVIER A.; PENATTI, OTAVIO A. B.; CALUMBY, RODRIGO T.; LI, LIN TZY; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. Exploiting ConvNet Diversity for Flooding Identification. IEEE Geoscience and Remote Sensing Letters, v. 15, n. 9, p. 1446-1450, SEP 2018. (14/50715-9, 16/18429-1, 13/50155-0, 15/24494-8, 14/12236-1, 13/50169-1)

FORERO R, FELIPE; PENA, NESTOR M.; DA FONSECA, NELSON L. S.. Geometric aspects of probabilistic broadcasting in ad hoc networks. Ad Hoc Networks, v. 87, p. 146-156, MAY 1 2019. (15/24494-8)

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, MAR 2021. (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, OCT 2021. (15/24494-8)

BOCHIE, KAYLANI; GILBERT, MATEUS S.; GANTERT, LUANA; BARBOSA, MARIANA S. M.; MEDEIROS, DIANNE S. V.; CAMPISTA, MIGUEL ELIAS M.. A survey on deep learning for challenged networks: Applications and trends. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 194, NOV 15 2021. (15/24494-8)

KIMURA, BRUNO Y. L.; LIMA, DEMETRIUS C. S. F.; LOUREIRO, ANTONIO A. F.. Packet Scheduling in Multipath TCP: Fundamentals, Lessons, and Opportunities. IEEE SYSTEMS JOURNAL, v. 15, n. 1, p. 1445-1457, MAR 2021. (15/24494-8, 15/18808-0)

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, OCT 2021. (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, MAY 2021. (18/23126-3, 18/19639-5, 18/12447-3, 15/24494-8, 20/11259-9)

OLIVEIRA, HELDER M. N. DA S.; DA FONSECA, NELSON L. S.; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; COSTA, LHMK; RUBINSTEIN, MG. Backup, Routing, Modulation, Spectrum and Core Allocation in SDM-EON for Efficient Spectrum Utilization. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (20/05054-5, 15/24494-8)

EIRAS, V, RODRIGO S.; COUTO, RODRIGO S.; RUBINSTEIN, MARCELO G.. Performance evaluation of an HTTP proxy implemented as a virtual network function. ANNALS OF TELECOMMUNICATIONS, SEP 2021. (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, MAY 2020. (14/50715-9, 14/00215-0, 16/50250-1, 17/20945-0, 14/12236-1, 13/50155-0, 15/24494-8, 16/01413-5)

DOURADO, ICARO CAVALCANTE; TONES, RICARDO DA SILVA; IEEE. Learning Vocabularies to Embed Graphs in Multimodal Rank Aggregation Tasks. 2021 INTERNATIONAL CONFERENCE ON CONTENT-BASED MULTIMEDIA INDEXING (CBMI), v. N/A, p. 6-pg., 2021-01-01. (16/50250-1, 14/12236-1, 17/20945-0, 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, MAR 2021. (15/24494-8, 19/03268-0)

CARVALHO FILHO, MARIO NASCIMENTO; CAMPISTA, MIGUEL ELIAS M.; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; COSTA, LHMK; RUBINSTEIN, MG. Intelligent Configuration of PHY-Layer Parameters to Reduce Energy Consumption in LoRa. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8)

OLIVEIRA, HELDER M. N. DA S.; DA FONSECA, NELSON L. S.; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; COSTA, LHMK; RUBINSTEIN, MG. Resilient Routing and Resource Allocation in SDM-EON. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (15/24494-8, 20/05054-5)

PACHECO, ROBERTO G.; COUTO, RODRIGO S.; SIMEONE, OSVALDO; IEEE. Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), v. N/A, p. 6-pg., 2021-01-01. (15/24494-8)

FRANCA, CINTHYA M.; COUTO, RODRIGO S.; VELLOSO, PEDRO B.; IEEE. Data imputation on IoT gateways using machine learning. 2021 19TH MEDITERRANEAN COMMUNICATION AND COMPUTER NETWORKING CONFERENCE (MEDCOMNET), v. N/A, p. 8-pg., 2021-01-01. (15/24494-8)

BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE COMP SOC. IoDSCF: A Store-Carry-Forward Routing Protocol for joint Bus Networks and Internet of Drones. 2022 IEEE 42ND INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2022), v. N/A, p. 11-pg., 2022-01-01. (15/24494-8)