Future internet for smart cities

• Grant number: 15/24485-9
• Support Opportunities: Research Projects - Thematic Grants
• Start date: October 01, 2017
• End date: September 30, 2022
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computer Systems
• Agreement: MCTI/MC
• Principal Investigator: Fabio Kon
• Grantee: Fabio Kon
• Host Institution: Instituto de Matemática e Estatística (IME). Universidade de São Paulo (USP). São Paulo , SP, Brazil
• City of the host institution: São Paulo
• Principal investigators: Fábio Moreira Costa ; Marco Aurélio Gerosa ; Markus Endler ; Miguel Elias Mitre Campista ; Roberto Hirata Junior
• Principal investigators: Alfredo Goldman vel Lejbman ; Carlos Alberto Kamienski ; Otto Carlos Muniz Bandeira Duarte
• Associated researchers: Alfredo Goldman vel Lejbman ; Álvaro Luiz Fazenda ; Arlindo Flávio da Conceição ; Carlos Alberto Kamienski ; Ciro Biderman ; Daniel de Angelis Cordeiro ; Daniel Macêdo Batista ; Emilio de Camargo Francesquini ; Flávio Soares Corrêa da Silva ; Francisco José da Silva e Silva ; Jesús Pascual Mena Chalco ; João Eduardo Ferreira ; Julian Geraldes Monteiro ; Kelly Rosa Braghetto ; Luciano Reis Coutinho ; Marcelo Finger ; Paulo Roberto Miranda Meirelles ; Raphael Yokoingawa de Camargo ; Renata Wassermann ; Roberto Speicys Cardoso ; Siang Wun Song
• Associated scholarship(s): 21/11321-9 - Trusted Execution Environments for Integrity in Virtualized Cloud Environments, BP.IC; 21/06425-0 - Scaling Microservice-based Systems through Runtime Super-specialisation, BP.IC; 21/01218-6 - The use of source-code metrics to support services based software architecture characterization: data collection automation, BP.TT; + associated scholarships 20/14771-2 - Federated deep learning for IoT-enabled smart cities, BP.TT; 20/07220-0 - Security mechanisms and policies for Internet of Things, BP.IC; 20/07193-2 - Autonomic composition of software for smart cities, BP.PD; 20/06124-7 - Geospatial Monitoring and Visualization of Public Health in Brazilian Cities, BP.IC; 20/06135-9 - Mobility and Hospitalizations: An Integrated analysis, BP.IC; 19/19312-9 - RegionAlert - an instant notification service for mobile users in microregions of interest, BP.PD; 19/09773-9 - A continuous integration infrastructure for IoT systems from a DevOps approach, BP.IC; 19/11900-9 - Design and Implementation of service based architecture and applications for georeferenced health data visualization, BP.IC; 19/03347-8 - Development of InterSCSimulator new simulation scenarios and the creation of an input and output data workflow in the simulator, BP.TT; 18/16467-9 - Design and implementation of a Reference Architecture for georreferenced health data applications, BP.IC; 18/10767-0 - Investigate and analyze a city - INACITY, BP.TT; 18/09123-1 - Integration of IoT gateways to the InterSCity platform and infrastructure management, BP.TT - associated scholarships

Abstract

The future internet will result from the convergence of mobile computing with cloud computing, integrating large-scale systems constructed from the composition of thousands of distributed services, running on a large amount of physical and virtual machines, and managing large quantities of multimedia data generated from various sources while interacting directly with the physical world via sensors and actuators of the internet of things. This future internet will be the key element that will enable the realization of the smart cities vision, in which urban infrastructure will be used to its fullest extent in order to offer better quality of life for its inhabitants. The smart city of the future will make use of personal devices together with sensor sand systems embedded in the physical infrastructure of the city, all interconnected via the internet. In a decentralized but coordinated way, all this cyber infrastructure will offer support for the optimized management of the city, contributing to the daily life of the cities and to the long-term planning and conception of public policies. In order to tackle the scientific and technological challenges and offer innovative solutions to the problems of the future internet and smart cities, the proposed thematic project will develop scientific and technological research covering the different layers that makeup the Internet, collaborating to the development of the future internet and contributing to the realization of smart cities. The research will address the basic infrastructure, middleware, and services and applications of the Future Internet, and will be divided into three fundamental lines of research: 1) networks and high-performance distributed computing; 2) software engineering for the future internet and 3) analysis and mathematical modeling for the future internet and smart cities. The scientific and technological results of the research will be validated through applications in smart cities: a main reference application in the context of urban mobility and transportation and two other simpler applications that will assist in the generalization of the results. (AU)

Scientific publications

(145)

(The scientific publications listed on this page originate from the Web of Science or SciELO databases. Their authors have cited FAPESP grant or fellowship project numbers awarded to Principal Investigators or Fellowship Recipients, whether or not they are among the authors. This information is collected automatically and retrieved directly from those bibliometric databases.)

LOPEZ, MARTIN ANDREONI; MATTOS, DIOGO M. F.; DUARTE, OTTO CARLOS M. B.; PUJOLLE, GUY. A fast unsupervised preprocessing method for network monitoring. ANNALS OF TELECOMMUNICATIONS, v. 74, n. 3-4, SI, p. 139-155, APR 2019. (15/24485-9, 14/50937-1, 15/24514-9)

RODRIGUES, FRANCISCO C. M.; ESPADOTO, MATEUS; HIRATA JR, ROBERTO; TELEA, ALEXANDRU C.. Constructing and Visualizing High-Quality Classifier Decision Boundary Maps dagger. INFORMATION, v. 10, n. 9, SEP 2019. (15/22308-2, 15/24485-9, 15/01587-0)

GOMES, RAFAEL L.; BITTENCOURT, LUIZ F.; MADEIRA, EDMUNDO R. M.. Reliability-Aware Network Slicing in Elastic Demand Scenarios. IEEE COMMUNICATIONS MAGAZINE, v. 58, n. 10, p. 29-34, OCT 2020. (15/24485-9, 14/50937-1)

CARVALHO, FABRICIO B.; FERREIRA, RONALDO A.; CUNHA, ITALO; VIEIRA, MARCOS A. M.; RAMANATHAN, MURALI K.; IEEE. Dyssect: Dynamic Scaling of Stateful Network Functions. IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2022), v. N/A, p. 10-pg., 2022-01-01. (14/50937-1, 20/05183-0, 15/24485-9, 18/23085-5)

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)

SIQUEIRA, ALEXANDRE; DA CONCEICAO, ARLINDO F.; ROCHA, VLADIMIR; IEEE. Empirical Evaluation of Self-Sovereign Identity Technology. 2023 IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN AND CRYPTOCURRENCY, ICBC, v. N/A, p. 4-pg., 2023-01-01. (14/50937-1, 15/24485-9)

SIQUEIRA, ALEXANDRE; DA CONCEICAO, ARLINDO F.; ROCHA, VLADIMIR; IEEE. Performance Evaluation of Self-Sovereign Identity Use Cases. 2023 IEEE INTERNATIONAL CONFERENCE ON DECENTRALIZED APPLICATIONS AND INFRASTRUCTURES, DAPPS, v. N/A, p. 10-pg., 2023-01-01. (14/50937-1, 15/24485-9)

PASTANA LOBATO, ANTONIO G.; LOPEZ, MARTIN ANDREONI; CARDENAS, ALVARO A.; DUARTE, OTTO CARLOS M. B.; PUJOLLE, GUY. A fast and accurate threat detection and prevention architecture using stream processing. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 34, n. 3, AUG 2021. (14/50937-1, 15/24485-9, 18/23292-0)

DALLAQUA, FERNANDA B. J. R.; FAZENDA, ALVARO L.; FARIA, FABIO A.. ForestEyes Project: Conception, enhancements, and challenges. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 124, p. 422-435, NOV 2021. (15/24485-9, 14/50937-1)

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)

RIBEIRO FILHO, JOSE DANIEL P.; TELES, ARIEL S.; SILVA, FRANCISCO J. S.; COUTINHO, LUCIANO R.; ALMEIDA, JR; GONZALEZ, AR; SHEN, L; KANE, B; TRAINA, A; SODA, P; et al. Towards Clustering Human Behavioral Patterns based on Digital Phenotyping. 2021 IEEE 34TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), v. N/A, p. 6-pg., 2021-01-01. (15/24485-9)

REBELLO, GABRIEL ANTONIO F.; ALVARENGA, IGOR D.; SANZ, IGOR J.; DUARTE, OTTO CARLOS M. B.; IEEE. BSec-NFVO: A Blockchain-based Security for Network Function Virtualization Orchestration. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2019-01-01. (15/24485-9, 14/50937-1, 15/24514-9)

TININI, RODRIGO IZIDORO; BATISTA, DANIEL MACEDO; FIGUEIREDO, GUSTAVO BITTENCOURT; TORNATORE, MASSIMO; MUKHERJEE, BISWANATH. Energy-Efficient vBBU Migration and Wavelength Reassignment in Cloud-Fog RAN. IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, v. 5, n. 1, p. 18-28, MAR 2021. (15/24485-9, 14/50937-1)

JORDAN ROJAS DALLAQUA, FERNANDA BEATRIZ; FARIA, FABIO AUGUSTO; FAZENDA, ALVARO LUIZ. Building Data Sets for Rainforest Deforestation Detection Through a Citizen Science Project. IEEE Geoscience and Remote Sensing Letters, v. 19, 2022. (14/50937-1, 15/24485-9)

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)

XAVIER, RAFAEL J.; VIEGAS, CHARLES F. O.; COSTA, BRUNO C.; ISHII, RENATO P.; GERVASI, O; MURGANTE, B; HENDRIX, EMT; TANIAR, D; APDUHAN, BO. A Deep Learning Approach for Automatic Counting of Bales and Product Boxes in Industrial Production Lines. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2022, PT I, v. 13375, p. 15-pg., 2022-01-01. (15/24485-9, 14/50937-1)

SANT'ANA, LUIS; CORDEIRO, DANIEL; DE CAMARGO, RAPHAEL Y.; YAHYAPOUR, R. PLB-HAC: Dynamic Load-Balancing for Heterogeneous Accelerator Clusters. EURO-PAR 2019: PARALLEL PROCESSING, v. 11725, p. 13-pg., 2019-01-01. (14/50937-1, 13/26644-1, 15/24485-9)

RODRIGUES, FRANCISCO C. M.; ESPADOTO, MATEUS; HIRATA JR, ROBERTO; TELEA, ALEXANDRU C.. Constructing and Visualizing High-Quality Classifier Decision Boundary Maps. INFORMATION, v. 10, n. 9, p. 22-pg., 2019-09-01. (15/01587-0, 15/24485-9, 15/22308-2)

DIAS, RENATO S.; RODRIGUES FILHO, ROBERTO; BITTENCOURT, LUIZ F.; COSTA, FABIO M.; IEEE. Runtime Microservice Self-distribution for Fine-grain Resource Allocation. 2022 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING, UCC, v. N/A, p. 6-pg., 2022-01-01. (20/07193-2, 14/50937-1, 21/06425-0, 15/24485-9)

RODRIGUES FILHO, ROBERTO; BITTENCOURT, LUIZ F.; PORTER, BARRY; COSTA, FABIO M.; IEEE. Exploiting the Potential of the Edge-Cloud Continuum with Self-distributing Systems. 2022 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING, UCC, v. N/A, p. 6-pg., 2022-01-01. (20/07193-2, 14/50937-1, 15/24485-9, 19/26702-8)

TININI, RODRIGO IZIDORO; PINHEIRO DOS SANTOS, MATIAS ROMARIO; FIGUEIREDO, GUSTAVO BITTENCOURT; BATISTA, DANIEL MACEDO. 5GPy: A SimPy-based simulator for performance evaluations in 5G hybrid Cloud-Fog RAN architectures. SIMULATION MODELLING PRACTICE AND THEORY, v. 101, MAY 2020. (15/24485-9, 14/50937-1)

REBELLO, GABRIEL ANTONIO F.; CAMILO, GUSTAVO F.; GUIMARAES, LUCAS C. B.; DE SOUZA, LUCAS AIRAM C.; THOMAZ, GUILHERME A.; DUARTE, OTTO CARLOS M. B.. A security and performance analysis of proof-based consensus protocols. ANNALS OF TELECOMMUNICATIONS, NOV 2021. (14/50937-1, 15/24485-9, 18/23292-0)

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)

DE SOUZA, LUCAS AIRAM C.; REBELLO, GABRIEL ANTONIO F.; CAMILO, GUSTAVO F.; GUIMARAES, LUCAS C. B.; DUARTE, OTTO CARLOS M. B.; IEEE COMP SOC. DFedForest: Decentralized Federated Forest. 2020 IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN (BLOCKCHAIN 2020), v. N/A, p. 8-pg., 2020-01-01. (18/23292-0, 15/24485-9, 14/50937-1)

RODRIGUES, FRANCISCO CAIO M.; HIRATA, R., JR.; TELEA, A. C.; IEEE. Image-based Visualization of Classifier Decision Boundaries. PROCEEDINGS 2018 31ST SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2018-01-01. (15/24485-9, 15/01587-0)

WEN, MELISSA; LEITE, LEONARDO; KON, FABIO; MEIRELLES, PAULO; IEEE. Understanding FLOSS through community publications: Strategies for Grey Literature Review. 2020 IEEE/ACM 42ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: NEW IDEAS AND EMERGING RESULTS (ICSE-NIER 2020), v. N/A, p. 4-pg., 2020-01-01. (15/24485-9)

DEL ESPOSTE, ARTHUR DE M.; SANTANA, EDUARDO F. Z.; KANASHIRO, LUCAS; COSTA, FABIO M.; BRAGHETTO, KELLY R.; LAGO, NELSON; KON, FABIO. Design and evaluation of a scalable smart city software platform with large-scale simulations. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 93, p. 427-441, APR 2019. (14/50937-1, 15/24485-9)

JACOBS, ARTHUR SELLE; PITSCHER, RICARDO JOSE; FERREIRA, RONALDO ALVES; GRANVILLE, LISANDRO ZAMBENEDETTI. Refining Network Intents for Self-Driving Networks. ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, v. 48, n. 5, p. 55-63, OCT 2018. (14/50937-1, 15/24485-9)

FERRAZANI MATTOS, DIOGO MENEZES; VELLOSO, PEDRO BRACONNOT; MUNIZ BANDEIRA DUARTE, OTTO CARLOS. An agile and effective network function virtualization infrastructure for the Internet of Things. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 10, MAR 15 2019. (14/50937-1, 15/24514-9, 15/24485-9)

TORRES, JOAO VITOR; ALVARENGA, IGOR DRUMMOND; BOUTABA, RAOUF; MUNIZ BANDEIRA DUARTE, OTTO CARLOS. Evaluating CRoS-NDN: a comparative performance analysis of a controller-based routing scheme for named-data networking. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 10, n. 1, DEC 2019. (14/50937-1, 15/24485-9, 15/24514-9)

FERRAZANI MATTOS, DIOGO MENEZES; MUNIZ BANDEIRA DUARTE, OTTO CARLOS; PUJOLLE, GUY. A lightweight protocol for consistent policy update on software-defined networking with multiple controllers. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 122, p. 77-87, NOV 15 2018. (14/50937-1, 15/24514-9, 15/24485-9)

DA SILVA OLIVEIRA, GIOVANNI APARECIDO; SILVA LIMA, PRISCILA SERRA; KON, FABIO; TERADA, ROUTO; BATISTA, DANIEL MACEDO; HIRATA, ROBERTO; HAMDAN, MOSAB; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; et al. A Stacked Ensemble Classifier for an Intrusion Detection System in the Edge of IoT and IIoT Networks. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (14/50937-1, 21/10234-5, 15/24485-9)

SILVA, BRIVALDO A., JR.; MOL, PAULO; FONSECA, OSVALDO; CUNHA, ITALO; FERREIRA, RONALDO A.; KATZ-BASSETT, ETHAN. Automatic Inference of BGP Location Communities. PROCEEDINGS OF THE ACM ON MEASUREMENT AND ANALYSIS OF COMPUTING SYSTEMS, v. 6, n. 1, p. 23-pg., 2022-03-01. (14/50937-1, 15/24485-9, 20/05192-9)

ALMEIDA DE MACEDO OLIVEIRA, ARTUR ANDRE; HIRATA JR, ROBERTO. INACITY - INvestigate and Analyze a CITY. SOFTWAREX, v. 15, JUL 2021. (18/10767-0, 15/22308-2, 15/24485-9)

SALVATORE, FELIPE DE SOUZA; FINGER, MARCELO; HIRATA JR, ROBERTO; PATRIOTA, ALEXANDRE G.. A resampling-based method to evaluate NLI models. NATURAL LANGUAGE ENGINEERING, v. N/A, p. 28-pg., 2023-06-09. (15/24485-9, 14/12236-1, 19/07665-4, 15/21880-4, 18/21934-5, 15/22308-2)

PAGANELLI, ANTONIO IYDA; MONDEJAR, ABEL GONZALEZ; DA SILVA, ABNER CARDOSO; SILVA-CALPA, GREIS; TEIXEIRA, MATEUS F.; CARVALHO, FELIPE; RAPOSO, ALBERTO; ENDLER, MARKUS. Real-time data analysis in health monitoring systems: A comprehensive systematic literature review. JOURNAL OF BIOMEDICAL INFORMATICS, v. 127, p. 17-pg., 2022-03-01. (15/24485-9, 14/50937-1)

DE ELIAS, ERIK MIGUEL; CARRIEL, VINICIUS SANCHES; DE OLIVEIRA, GUILHERME WERNECK; DOS SANTOS, ALDRI LUIZ; NOGUEIRA, MICHELE; HIRATA JUNIOR, ROBERTO; BATISTA, DANIEL MACEDO; MORAES, IM; CAMPISTA, MEM; GHAMRI-DOUDANE, Y; et al. A Hybrid CNN-LSTM Model for IIoT Edge Privacy-Aware Intrusion Detection. 2022 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM), v. N/A, p. 6-pg., 2022-01-01. (15/24485-9, 18/23098-0, 14/50937-1)

AYORA, VERUSKA; HORITA, FLAVIO; KAMIENSKI, CARLOS. Profiling Online Social Network Platforms: Twitter vs. Instagram. PROCEEDINGS OF THE 54TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, v. N/A, p. 10-pg., 2021-01-01. (15/24485-9, 14/50937-1)

DE OLIVEIRA, GUILHERME WERNECK; NEY, RODRIGO TOSCANO; HERRERA, JUAN LUIS; BATISTA, DANIEL MACEDO; HIRATA, R.; GALAN-JIMENEZ, JAIME; BERROCAL, JAVIER; MURILLO, JUAN MANUEL; DOS SANTOS, ALDRI LUIZ; NOGUEIRA, MICHELE; et al. Predicting Response Time in SDN-Fog Environments for IIoT Applications. 2021 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2021), v. N/A, p. 6-pg., 2021-01-01. (14/50937-1, 15/24485-9, 18/22979-2, 18/23098-0)

FAZENDA, ALVARO L.; FARIA, FABIO A.. ForestEyes: Citizen Scientists and Machine Learning-Assisting Rainforest Conservation. COMMUNICATIONS OF THE ACM, v. 67, n. 8, p. 2-pg., 2024-08-01. (23/00782-0, 15/24485-9, 17/25908-6, 18/23908-1)

ALVARENGA, IGOR D.; REBELLO, GABRIEL A. F.; DUARTE, OTTO CARLOS M. B.; IEEE. Securing Configuration Management and Migration of Virtual Network Functions Using Blockchain. NOMS 2018 - 2018 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, v. N/A, p. 9-pg., 2018-01-01. (15/24485-9, 15/24514-9, 14/50937-1)

MOURA, IVAN; TELES, ARIEL; COUTINHO, LUCIANO; SILVA, FRANCISCO. Towards identifying context-enriched multimodal behavioral patterns for digital phenotyping of human behaviors. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, v. 131, p. 13-pg., 2022-02-10. (15/24485-9, 14/50937-1)

ALVARENGA, IGOR D.; CAMILO, GUSTAVO F.; DE SOUZA, LUCAS A. C.; DUARTE, OTTO CARLOS M. B.; XIANG, Y; WANG, Z; WANG, H; NIEMI, V. DAGSec: A hybrid distributed ledger architecture for the secure management of the Internet of Things. 2021 IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN (BLOCKCHAIN 2021), v. N/A, p. 6-pg., 2021-01-01. (14/50937-1, 15/24485-9, 18/23292-0)

DOS SANTOS, GIOVANNE MARCELO; BATISTA, DANIEL MACEDO; VELAZQUEZ, R. On-Demand Placement and Scheduling of Virtual Network Functions with Software Requirements. 2020 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2020), v. N/A, p. 5-pg., 2020-01-01. (15/24485-9, 14/50937-1, 18/22979-2)

PAIVA, THALES B.; SIQUEIRA, YAISSA; BATISTA, DANIEL MACEDO; HIRATA JR, R.; TERADA, R.; VELAZQUEZ, R. BGP Anomalies Classification using Features based on AS Relationship Graphs. 2021 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2021), v. N/A, p. 6-pg., 2021-01-01. (15/24485-9, 18/22979-2, 18/23098-0, 14/50937-1)

BARZILAY, ALAN; MARTINELLI, CAIO L.; NOGUEIRA, MICHELE; BATISTA, DANIEL M.; HIRATA, ROBERTO, JR.; MACHUCA, CM; MARTINS, L; SARGENTO, S; WAUTERS, T; JORGE, L; et al. AnubisFlow: A Feature Extractor for Distributed Denial of Service Attack Classification. PROCEEDINGS OF THE 2021 12TH INTERNATIONAL CONFERENCE ON NETWORK OF THE FUTURE (NOF 2021), v. N/A, p. 8-pg., 2021-01-01. (15/24485-9, 18/22979-2, 18/23098-0, 14/50937-1)

LEITE, LEONARDO; KON, FABIO; PINTO, GUSTAVO; MEIRELLES, PAULO; IEEE. Building a Theory of Software Teams Organization in a Continuous Delivery Context. 2020 ACM/IEEE 42ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: COMPANION PROCEEDINGS (ICSE-COMPANION 2020), v. N/A, p. 2-pg., 2020-01-01. (15/24485-9)

LEITE, LEONARDO; LAGO, NELSON; MELO, CLAUDIA; KON, FABIO; MEIRELLES, PAULO. A Theory of Organizational Structures for Development and Infrastructure Professionals. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, v. 49, n. 4, p. 14-pg., 2023-04-01. (19/12743-4, 14/50937-1, 15/24485-9)

AZEVEDO JR, ADALBERTO T.; BENEDITO, FERNANDO; COUTINHO, LUCIANO REIS; DA SILVA E SILVA, FRANCISCO JOSE; RORIZ JUNIOR, MARCOS PAULINO; ENDLER, MARKUS; FILIPE, J; SMIALEK, M; BRODSKY, A; HAMMOUDI, S. A Mobility Restriction Authoring Tool Approach based on a Domain Specific Modeling Language and Model Transformation. PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS (ICEIS 2019), VOL 2, v. N/A, p. 10-pg., 2019-01-01. (14/50937-1, 15/24485-9)

DE AGUIAR BARBOSA, ALLAN FABIO; DA SILVA E SILVA, FRANCISCO JOSE; COUTINHO, LUCIANO REIS; DOS SANTOS, DAVI VIANA; TELES, ARIEL SOARES; DAMIANI, E; SPANOUDAKIS, G; MACIASZEK, L. A Domain-Specific Modeling Language for Specification of Clinical Scores in Mobile Health. PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON EVALUATION OF NOVEL APPROACHES TO SOFTWARE ENGINEERING (ENASE), v. N/A, p. 10-pg., 2019-01-01. (14/50937-1, 15/24485-9)

KON, FABIO; BRAGHETTO, KELLY; SANTANA, EDUARDO Z.; SPEICYS, ROBERTO; GUERRA GUERRA, JORGE. Toward Smart and Sustainable Cities. COMMUNICATIONS OF THE ACM, v. 63, n. 11, p. 2-pg., 2020-11-01. (14/50937-1, 15/24485-9)

SENE JR, IWENS G.; SANTANA, THALIA S.; BULCAO-NETO, RENATO F.; PORTER, BARRY F.. The state of the art of macroprogramming in IoT: An update. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 13, n. 1, p. 12-pg., 2022-01-01. (14/50937-1, 15/24485-9)

REBELLO, GABRIEL ANTONIO F.; CAMILO, GUSTAVO F.; GUIMARAES, LUCAS C. B.; DE SOUZA, LUCAS AIRAM C.; DUARTE, OTTO CARLOS M. B.. On the Security and Performance of Proof-based Consensus Protocols. 2020 4TH CONFERENCE ON CLOUD AND INTERNET OF THINGS, CIOT, v. N/A, p. 8-pg., 2020-01-01. (15/24485-9, 14/50937-1, 18/23292-0, 15/24514-9)

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MORAIS, MAYURI A.; DE CAMARGO, RAPHAEL Y.. Real-time Incident Detection in Public Bus Systems Using Machine Learning. 2023 IEEE 26TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, ITSC, v. N/A, p. 6-pg., 2023-01-01. (21/11959-3, 15/24485-9, 14/50937-1, 23/02766-2)

GUIMARAES, LUCAS C. B.; REBELLO, GABRIEL ANTONIO F.; FERNANDES, FELIPE S.; CAMILO, GUSTAVO F.; DE SOUZA, LUCAS AIRAM C.; DOS SANTOS, DANYEL C.; DE OLIVEIRA, LUIZ GUSTAVO C. M.; DUARTE, OTTO CARLOS M. B.. TeMIA-NT: ThrEat Monitoring and Intelligent data Analytics of Network Traffic. 2020 4TH CONFERENCE ON CLOUD AND INTERNET OF THINGS, CIOT, v. N/A, p. 8-pg., 2020-01-01. (15/24485-9, 14/50937-1, 18/23292-0, 15/24514-9)

SILVA, MARCELINO; TELES, ARIEL; LOPES, RAFAEL; SILVA, FRANCISCO; VIANA, DAVI; COUTINHO, LUCIANO; GUPTA, NISHU; ENDLER, MARKUS. Neighborhood-aware Mobile Hub: An Edge Gateway with Leader Election Mechanism for Internet of Mobile Things. MOBILE NETWORKS & APPLICATIONS, v. 27, n. 1, p. 14-pg., 2020-09-01. (15/24485-9, 14/50937-1)

KON, FABIO; FERREIRA, EDERSON CASSIO; DE SOUZA, HIGOR AMARIO; DUARTE, FABIO; SANTI, PAOLO; RATTI, CARLO. Abstracting mobility flows from bike-sharing systems. PUBLIC TRANSPORT, v. 14, n. 3, p. 37-pg., 2021-03-16. (15/24485-9, 14/50937-1)

ARBEX, GUSTAVO VITRAL; MACHADO, KETLY GONCALVES; NOGUEIRA, MICHELE; BATISTA, DANIEL M.; HIRATA, ROBERTO, JR.; MACHUCA, CM; MARTINS, L; SARGENTO, S; WAUTERS, T; JORGE, L; et al. IoT DDoS Detection Based on Stream Learning. PROCEEDINGS OF THE 2021 12TH INTERNATIONAL CONFERENCE ON NETWORK OF THE FUTURE (NOF 2021), v. N/A, p. 8-pg., 2021-01-01. (14/50937-1, 15/24485-9, 18/22979-2, 18/23098-0)

RODRIGUES FILHO, ROBERTO; ALBERTS, ELVIN; GEROSTATHOPOULOS, ILIAS; PORTER, BARRY; COSTA, FABIO M.; IEEE COMP SOC. Emergent Web Server: An Exemplar to Explore Online Learning in Compositional Self-Adaptive Systems. 2022 17TH INTERNATIONAL SYMPOSIUM ON SOFTWARE ENGINEERING FOR ADAPTIVE AND SELF-MANAGING SYSTEMS (SEAMS), v. N/A, p. 7-pg., 2022-01-01. (20/07193-2, 15/24485-9, 14/50937-1)

ALEIXO, ROBSON; KON, FABIO; ROCHA, RUDI; CAMARGO, MARCELA SANTOS; DE CAMARGO, RAPHAEL Y.; FAZIO, M; PANDA, DK; PRODAN, R; CARDELLINI, V; KANTARCI, B; et al. Predicting Dengue Outbreaks with Explainable Machine Learning. 2022 22ND IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND INTERNET COMPUTING (CCGRID 2022), v. N/A, p. 8-pg., 2022-01-01. (15/24485-9, 14/50937-1)

CARVALHO, FABRICIO B.; FERREIRA, RONALDO A.; CUNHA, ITALO; VIEIRA, MARCOS A. M.; RAMANATHAN, MURALI K.. State Disaggregation for Dynamic Scaling of Network Functions. IEEE-ACM TRANSACTIONS ON NETWORKING, v. N/A, p. 15-pg., 2023-06-12. (15/24485-9, 20/05183-0, 23/00812-7, 14/50937-1)

ARAUJO RODRIGUEZ, LUIS GUSTAVO; BATISTA, DANIEL MACEDO; IEEE. Towards Improving Fuzzer Efficiency for the MQTT Protocol. 26TH IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (IEEE ISCC 2021), v. N/A, p. 7-pg., 2021-01-01. (14/50937-1, 18/22979-2, 18/23098-0, 15/24485-9)

SANZ, IGOR JOCHEM; FERRAZANI MATTOS, DIOGO MENEZES; MUNIZ BANDEIRA DUARTE, OTTO CARLOS; IEEE. SFCPerf: An Automatic Performance Evaluation Framework for Service Function Chaining. NOMS 2018 - 2018 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, v. N/A, p. 9-pg., 2018-01-01. (15/24485-9, 15/24514-9, 14/50937-1)

PASTANA LOBATO, ANTONIO GONZALEZ; LOPEZ, MARTIN ANDREONI; SANZ, IGOR JOCHEM; CARDENAS, ALVARO A.; DUARTE, OTTO CARLOS M. B.; PUJOLLE, GUY; IEEE. An Adaptive Real-Time Architecture for Zero-Day Threat Detection. 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., 2018-01-01. (15/24485-9, 15/24514-9, 14/50937-1)

LOPEZ, MARTIN ANDREONI; MATTOS, DIOGO M. F.; DUARTE, OTTO CARLOS M. B.; PUJOLLE, GUY. A fast unsupervised preprocessing method for network monitoring. ANNALS OF TELECOMMUNICATIONS, v. 74, n. 3-4, p. 17-pg., 2019-04-01. (15/24485-9, 15/24514-9, 14/50937-1)

DE OLIVEIRA, FABIOLA M. C.; BITTENCOURT, LUIZ F.; BIANCHI, REINALDO A. C.; KAMIENSKI, CARLOS A.. Drones in the Big City: Autonomous Collision Avoidance for Aerial Delivery Services. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v. 25, n. 5, p. 18-pg., 2023-11-14. (20/14771-2, 15/24485-9, 14/50937-1)

BORLIDO, ISABELA; BOUHID, EDUARDO; SUNDERMANN, VICTOR; RESENDE, HUGO; FAZENDA, ALVARO LUIZ; FARIA, FABIO; GUIMAR, SILVIO JAMIL F.. How to Identify Good Superpixels for Deforestation Detection on Tropical Rainforests. IEEE Geoscience and Remote Sensing Letters, v. 21, p. 5-pg., 2024-01-01. (19/26702-8, 14/50937-1, 23/00811-0, 18/23908-1, 23/00782-0, 15/24485-9, 17/25908-6)

ANDRADE DE ARAUJO JOSEPHIK, JOAO GABRIEL; SIQUEIRA, YAISSA; MACHADO, KETLY GONCALVES; TERADA, ROUTO; DOS SANTOS, ALDRI LUIZ; NOGUEIRA, MICHELE; BATISTA, DANIEL MACEDO. Applying Hoeffding Tree Algorithms for Effective Stream Learning in IoT DDoS Detection. 2023 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS, LATINCOM, v. N/A, p. 6-pg., 2023-01-01. (18/23098-0, 15/24485-9, 21/06995-0, 14/50937-1)

BAZALUK, BRUNA; HAMDAN, MOSAB; GHALEB, MUSTAFA; GISMALLA, MOHAMMED S. M.; DA SILVA, FLAVIO S. CORREA; BATISTA, DANIEL MACEDO. Towards a Transformer-Based Pre-trained Model for IoT Traffic Classification. PROCEEDINGS OF 2024 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, NOMS 2024, v. N/A, p. 7-pg., 2024-01-01. (15/24485-9, 21/06995-0, 14/50937-1)

DE NEIRA, ANDERSON B.; BORGES, LIGIA F.; BATISTA, DANIEL M.; NOGUEIRA, MICHELE. Unsupervised AutoML and Dimensionality Reduction for Autonomous DDoS Attack Prediction. 2024 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS, LATINCOM, v. N/A, p. 6-pg., 2024-01-01. (23/13773-0, 21/06995-0, 22/06840-0, 14/50937-1, 15/24485-9)

DE SOUZA, LUCAS AIRAM C.; CAMILO, GUSTAVO F.; CAMPISTA, MIGUEL ELIAS M.; COSTA, LUIS HENRIQUE M. K.. Increasing the Accuracy of Federated Learning on Non-IID Scenarios using Client Clustering. 2024 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS, LATINCOM, v. N/A, p. 6-pg., 2024-01-01. (15/24494-8, 18/23292-0, 15/24485-9, 14/50937-1)

ALMEIDA, VICTOR FOSCARINI; KON, FABIO; DE CAMARGO, RAPHAEL Y.. Assessing seasonal variation in mortality and its causes: a case study in Brazil. AMERICAN JOURNAL OF EPIDEMIOLOGY, v. N/A, p. 10-pg., 2026-01-19. (21/11959-3, 14/50937-1, 15/24485-9)

DIAZ, JESSICA; PEREZ, JORGE; ALVES, ISAQUE; KON, FABIO; LEITE, LEONARDO; MEIRELLES, PAULO; ROCHA, CARLA. Harmonizing DevOps taxonomies - A grounded theory study. JOURNAL OF SYSTEMS AND SOFTWARE, v. 208, p. 20-pg., 2023-11-25. (19/12743-4, 15/24485-9, 14/50937-1)

VIEGAS, CHARLES F. O.; COSTA, BRUNO C.; ISHII, RENATO P.. JurisBERT: A New Approach that Converts a Classification Corpus into an STS One. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2023, PT I, v. 13956, p. 17-pg., 2023-01-01. (15/24485-9, 14/50937-1)

RODRIGUEZ, LUIS GUSTAVO ARAUJO; BATISTA, DANIEL MACEDO. Resource-Intensive Fuzzing for MQTT Brokers: State of the Art, Performance Evaluation, and Open Issues. IEEE NETWORKING LETTERS, v. 5, n. 2, p. 5-pg., 2023-06-01. (14/50937-1, 15/24485-9, 18/23098-0)

NASAJPOUR, MOHAMMAD; POURIYEH, SEYEDAMIN; PARIZI, REZA M.; HAN, MENG; MOSAIYEBZADEH, FATEMEH; LIU, LIYUAN; XIE, YIXIN; BATISTA, DANIEL MACEDO. Federated Learning in Smart Healthcare: A Survey of Applications, Challenges, and Future Directions. ELECTRONICS, v. 14, n. 9, p. 40-pg., 2025-04-25. (21/06995-0, 14/50937-1, 15/24485-9)

NASAJPOUR, MOHAMMAD; POURIYEH, SEYEDAMIN; PARIZI, REZA M.; HAN, MENG; MOSAIYEBZADEH, FATEMEH; XIE, YIXIN; LIU, LIYUAN; BATISTA, DANIEL MACEDO. Advances in Application of Federated Machine Learning for Oncology and Cancer Diagnosis. INFORMATION, v. 16, n. 6, p. 31-pg., 2025-06-12. (14/50937-1, 21/06995-0, 15/24485-9)

NETO, EDUARDO B.; FARIA, FABIO A.; DE OLIVEIRA, AMANDA A. S.; FAZENDA, ALVARO L.. A Satellite Band Selection Framework for Amazon Forest Deforestation Detection Task. PROCEEDINGS OF THE 2024 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2024, v. N/A, p. 9-pg., 2024-01-01. (15/24485-9, 23/00811-0, 14/50937-1, 23/00782-0, 17/25908-6, 18/23908-1)

RESENDE, HUGO; NETO, EDUARDO B.; CAPPABIANCO, FABIO A. M.; FAZENDA, ALVARO L.; FARIA, FABIO A.. Sampling Strategies based on Wisdom of Crowds for Amazon Deforestation Detection. 2024 37TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES, SIBGRAPI 2024, v. N/A, p. 6-pg., 2024-01-01. (15/24485-9, 23/00811-0, 14/50937-1, 19/26702-8, 23/00782-0, 18/23908-1)

MOSAIYEBZADEH, FATEMEH; POURIYEH, SEYEDAMIN; HAN, MENG; LIU, LIYUAN; XIE, YIXIN; ZHAO, LIANG; BATISTA, DANIEL MACEDO. Privacy-Preserving Federated Learning-Based Intrusion Detection System for IoHT Devices. ELECTRONICS, v. 14, n. 1, p. 18-pg., 2025-01-01. (21/06995-0, 15/24485-9, 14/50937-1)

DE ALENCAR VASCONCELLOS, JUCELE FRANCA; CACERES, EDSON NORBERTO; MONGELLI, HENRIQUE; SONG, SIANG WUN; DEHNE, FRANK; SZWARCFITER, JAYME LUIZ. New BSP/CGM algorithms for spanning trees. INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, v. 33, n. 3, p. 18-pg., 2019-05-01. (14/50937-1, 15/24485-9, 14/50937-1)

BUZATO, FERNANDO H. L.; GOLDMAN, ALFREDO; BATISTA, DANIEL; IEEE. Efficient Resources Utilization by Different Microservices Deployment Models. 2018 IEEE 17TH INTERNATIONAL SYMPOSIUM ON NETWORK COMPUTING AND APPLICATIONS (NCA), v. N/A, p. 4-pg., 2018-01-01. (14/50937-1, 15/24485-9)

CARASTAN-SANTOS, DANILO; MARTINS-, DAVID C., JR.; SONG, SIANG W.; ROZANTE, LUIZ C. S.; DE CAMARGO, RAPHAEL Y.. A hybrid CPU-GPU-MIC algorithm for minimal hitting set enumeration. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, v. 31, n. 18, p. 12-pg., 2019-09-25. (14/50937-1, 13/26644-1, 15/24485-9, 15/01587-0)

RODRIGUES, IVAN; TELES, ARIEL; DEHERRERA, AGS; GONZALEZ, AR; SANTOSH, KC; TEMESGEN, Z; KANE, B; SODA, P. Mental Health Ubiquitous Monitoring: Detecting Context-Enriched Sociability Patterns Through Complex Event Processing. 2020 IEEE 33RD INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS(CBMS 2020), v. N/A, p. 6-pg., 2020-01-01. (14/50937-1, 15/24485-9)