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Technologies and solutions for enabling the cloud of things paradigm

Grant number: 15/24144-7
Support Opportunities:Research Projects - Thematic Grants
Duration: October 01, 2017 - September 30, 2023
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computer Systems
Convênio/Acordo: MCTI/MC
Principal Investigator:José Neuman de Souza
Grantee:José Neuman de Souza
Host Institution: Centro de Ciências. Universidade Federal do Ceará (UFC). Ministério da Educação (Brasil). Fortaleza , SP, Brazil
Pesquisadores principais:
Antonio Augusto de Aragão Rocha ; Debora Christina Muchaluat Saade ; Elisa Yumi Nakagawa ; Flavia Coimbra Delicato ; Paulo de Figueiredo Pires ; Thais Vasconcelos Batista
Associated researchers: Albert Y. Zomaya ; Atslands Rego da Rocha ; Claudio Miceli de Farias ; Davidson Rodrigo Boccardo ; Elisa Yumi Nakagawa ; Frederico Araújo da Silva Lopes ; Luci Pirmez ; Luiz Fernando Rust da Costa Carmo ; Rosana Teresinha Vaccare Braga ; Samee U. Khan ; Thais Vasconcelos Batista
Associated grant(s):22/03276-6 - A Conceptual and Technological Framework for Full Interoperability, AV.BR
20/00835-9 - Engineering trustworthy cloud-of-things systems, AP.R SPRINT
Associated scholarship(s):21/09289-0 - Data services project for Cloud of Things environments, BP.TT
20/12891-0 - Data and Resource Management on the Internet of Things, BP.PD
19/23663-1 - A framework for economic sustainability in systematic literature reviews, BP.DR
+ associated scholarships 19/24013-0 - Virtualization model for Cloud of Things environments, BP.TT
19/21034-7 - Environment for the development of Cloud of Things applications, BP.TT
18/06896-0 - Reference architecture for Cloud of Things, BP.TT
18/08350-4 - Cloud of Things tasks scheduling, BP.TT - associated scholarships

Abstract

The combination of the Internet of Things (IoT) and Cloud computing paradigms gave rise to a new concept known as Cloud of Things (CoT). In this new paradigm, the cloud essentially acts as an intermediate layer between smart objects and applications that make use of data and resources provided by these ob-jects. By leveraging such paradigm, the IoT can benefit from the almost unlimited resources of a cloud computing to implement the management and composition of services related to smart objects and the data they produce. On the other hand, the cloud can benefit by broadening its operation scope to deal with real-world objects. Despite the potential advantages of CoT, there are several research challenges to be investigated for the full realization of such paradigm and to achieve the promised benefits. A key issue concerns the development of a virtualization model for things that simultaneously meets the requirements of various applications while respecting the resource constraints of IoT devices. Other major issues concern (i) properly and efficiently assigning tasks to the several entities involved in CoT (things, cloud platforms and intermediary gateways), (ii) dealing with the huge amount of data produced by things, (iii) providing several types of security for applications, data and devices, and (iv) building applications for such envi-ronments. In this context, the goal of this project is to investigate and propose solutions to address all these challenges, in order to contribute to enable the full realization of the CoT paradigm. The proposed solutions will be developed as a set of services, integrated into a software framework at the middleware level, built from a Reference Architecture (RA) specifically tailored for CoT environments. (AU)

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Scientific publications (55)
(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)
DIAS VALLE, PEDRO HENRIQUE; GARCES, LINA; VOLPATO, TIAGO; MARTINEZ-FERNANDEZ, SILVERIO; NAKAGAWA, ELISA YUMI. Towards suitable description of reference architectures. PEERJ COMPUTER SCIENCE, . (17/22107-2, 17/06195-9, 15/24144-7, 18/07437-9)
CAGNIN, MARIA ISTELA; NAKAGAWA, ELISA YUMI. Towards dynamic processes-of-business processes: a new understanding. BUSINESS PROCESS MANAGEMENT JOURNAL, . (15/24144-7)
TORRES, ANDREI B. B.; DA ROCHA, ATSLANDS R.; COELHO DA SILVA, TICIANA L.; DE SOUZA, JOSE N.; GONDIM, RUBENS S.. Multilevel data fusion for the internet of things in smart agriculture. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 171, . (15/24144-7)
CAGNIN, MARIA ISTELA; NAKAGAWA, ELISA YUMI. Towards dynamic processes-of-business processes: a new understanding. BUSINESS PROCESS MANAGEMENT JOURNAL, v. 27, n. 5, p. 1545-1568, . (15/24144-7)
AVELINO, MEIRYLENE; ROCHA, ANTONIO A. DE A.. lockProof: A Framework for Verifying Authenticity and Integrity of Web Conten. ENSOR, v. 22, n. 3, . (15/24144-7)
MOREIRA NETO, MAURICIO; DA ROCHA, ATSLANDS REGO; GOMES, DANIELO G.; MOREIRA NETO, LEONARDO OLIVEIRA; DELICATO, FLAVIA COIMBRA. PALES: A Predictive Approach for the election of semantic cluster LEaders in wireless Sensor networks. JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, v. 11, n. 4, p. 355-367, . (15/24144-7)
COSTA, BRUNO; PIRES, PAULO F.; DELICATO, FLAVIA C.. Towards the adoption of OMG standards in the development of SOA-based IoT systems. JOURNAL OF SYSTEMS AND SOFTWARE, v. 169, . (15/24144-7)
CAGNIN, MARIA ISTELA; NAKAGAWA, ELISA YUMI. M-PoP: leveraging the systematic modeling of processes-of-business processes. BUSINESS PROCESS MANAGEMENT JOURNAL, v. 28, n. 5/6, p. 34-pg., . (15/24144-7)
GRACIANO NETO, VALDEMAR VICENTE; MANZANO, WALLACE; ANTONINO, PABLO OLIVEIRA; NAKAGAWA, ELISA YUMI; SCANDURRA, P; GALSTER, M; MIRANDOLA, R; WEYNS, D. Foundations and Research Agenda for Simulation of Smart Ecosystems Architectures. SOFTWARE ARCHITECTURE, ECSA 2021 TRACKS AND WORKSHOPS, v. 13365, p. 20-pg., . (15/24144-7)
ROCHA NETO, ALUIZIO; SILVA, THIAGO P.; BATISTA, THAIS; DELICATO, FLAVIA C.; PIRES, PAULO F.; LOPES, FREDERICO. Leveraging Edge Intelligence for Video Analytics in Smart City Applications. INFORMATION, v. 12, n. 1, . (15/24144-7)
VENTERS, COLIN C.; CAPILLA, RAFAEL; NAKAGAWA, ELISA YUMI; BETZ, STEFANIE; PENZENSTADLER, BIRGIT; CRICK, TOM; BROOKS, IAN. Sustainable software engineering: Reflections on advances in research and practice. INFORMATION AND SOFTWARE TECHNOLOGY, v. 164, p. 12-pg., . (15/24144-7)
FOTIA, LIDIA; DELICATO, FLAVIA; FORTINO, GIANCARLO. Trust in Edge-based Internet of Things Architectures: State of the Art and Research Challenges. ACM COMPUTING SURVEYS, v. 55, n. 9, p. 34-pg., . (15/24144-7)
COSTA, BRUNO; PIRES, PAULO F.; DELICATO, FLAVIA C.; IEEE. Modeling SOA-Based IoT Applications with SoaML4IoT. 2019 IEEE 5TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), v. N/A, p. 6-pg., . (15/24144-7)
FERREIRA, FRANCISCO HENRIQUE; NAKAGAWA, ELISA YUMI; DOS SANTOS, RODRIGO PEREIRA; BALDASSARRE, MT; SCANNIELLO, G; SKAVHAUG, A. Reliability in Software-intensive Systems: Challenges, Solutions, and Future Perspectives. 2021 47TH EUROMICRO CONFERENCE ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS (SEAA 2021), v. N/A, p. 8-pg., . (17/06195-9, 15/24144-7)
DE SA, SIDNEY LOYOLA; ROCHA, ANTONIO A. DE A.; PAES, ALINE. Predicting Popularity of Video Streaming Services with Representation Learning: A Survey and a Real-World Case Study. SENSORS, v. 21, n. 21, . (15/24144-7)
DA COSTA BEZERRA, SANDY F.; FILHO, AIRTON S. M.; DELICATO, FLAVIA C.; DA ROCHA, ATSLANDS R.. Processing Complex Events in Fog-Based Internet of Things Systems for Smart Agriculture. SENSORS, v. 21, n. 21, . (15/24144-7)
DIAS, DIOGENES; DELICATO, FLAVIA C.; PIRES, PAULO F.; ROCHA, ATSLANDS R.; NAKAGAWA, ELISA Y.; ACM. An Overview of Reference Architectures for Cloud of Things. PROCEEDINGS OF THE 35TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING (SAC'20), v. N/A, p. 8-pg., . (15/24144-7, 18/06896-0)
DOS SANTOS, VINICIUS; SILVA, PATRICK R.; SOUZA, ERICA F.; FELIZARDO, KATIA R.; WATANABE, WILLIAN M.; CANDIDO JUNIOR, ARNALDO; MEINERZ, GIOVANI, V; ALUISIO, SANDRA M.; VIJAYKUMAR, NANDAMUNDI L.; IEEE. Using Open Information Extraction to Extract Relations: An Extended Systematic Mapping. 2021 XLVII LATIN AMERICAN COMPUTING CONFERENCE (CLEI 2021), v. N/A, p. 10-pg., . (15/24144-7, 19/23663-1)
DA SILVA, THIAGO PEREIRA; NETO, ALUIZIO ROCHA; BATISTA, THAIS VASCONCELOS; DELICATO, FLAVIA C.; PIRES, PAULO F.; LOPES, FREDERICO. Online machine learning for auto-scaling in the edge computing?. PERVASIVE AND MOBILE COMPUTING, v. 87, p. 25-pg., . (15/24144-7)
DE AMORIM, LARA F.; PAVANI, VITOR A.; ALEXANDRE, LUCAS B.; TEIXEIRA, PEDRO H.; VALENTIM, SAMUEL; SERDEIRA, HENRIQUE; PRADO, VICTOR; DE FARIAS, CLAUDIO M.; FORTINO, G; GRAVINA, R; et al. Design and Implementation of UFRJ Nautilus' AUV Lua - A TinyML Approach. 2022 IEEE INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, INTL CONF ON CLOUD AND BIG DATA COMPUTING, INTL CONF ON CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/CBDCOM/CYBERSCITECH), v. N/A, p. 6-pg., . (15/24144-7)
SANTANA, CLEBER; ANDRADE, LEANDRO; DELICATO, FLAVIA C.; PRAZERES, CASSIO. Increasing the availability of IoT applications with reactive microservices. SERVICE ORIENTED COMPUTING AND APPLICATIONS, v. 15, n. 2, p. 18-pg., . (15/24144-7)
DE FARIAS, CLAUDIO M.; DELICATO, FLAVIA C.; FORTINO, GIANCARLO; IEEE. A density-based decision-making data fusion method for multiapplication wireless sensor networks. IEEE 17TH INT CONF ON DEPENDABLE, AUTONOM AND SECURE COMP / IEEE 17TH INT CONF ON PERVAS INTELLIGENCE AND COMP / IEEE 5TH INT CONF ON CLOUD AND BIG DATA COMP / IEEE 4TH CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/CBDCOM/CYBERSCITECH), v. N/A, p. 8-pg., . (15/24144-7)
EDEN BATTISTI, ANSELMO LUIZ; MUCHALUAT-SAADE, DEBORA CHRISTINA; DELICATO, FLAVIA C.; IEEE. V-PRISM: An Edge-Based IoT Architecture to Virtualize Multimedia Sensors. 2020 IEEE 6TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), v. N/A, p. 6-pg., . (15/24144-7)
SANTOS, LIDIANE; SILVA, EDUARDO; BATISTA, THAIS; LEITE, JAIR; CAVALCANTE, EVERTON; OQUENDO, FLAVIO; IEEE. Evaluating a SysML-based Graphical Notation for Modeling Internet of Things System Architectures. 2020 IEEE 6TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), v. N/A, p. 6-pg., . (15/24144-7)
DE OLIVEIRA, EGBERTO R.; DELICATO, FLAVIA; DA ROCHA, ATSLANDS R.; MATTOSO, MARTA; WILLS, G; KACSUK, P; CHANG, V. A Real-time and Energy-aware Framework for Data Stream Processing in the Internet of Things. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY (IOTBDS), v. N/A, p. 12-pg., . (15/24144-7)
ALVES, MARCELO PITANGA; DELICATO, FLAVIA C.; SANTOS, IGOR L.; PIRES, PAULO F.. LW-CoEdge: a lightweight virtualization model and collaboration process for edge computing. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, . (15/24144-7)
REGO, PAULO A. L.; TRINTA, FERNANDO A. M.; HASAN, MASUM Z.; DE SOUZA, JOSE N.. Enhancing Offloading Systems with Smart Decisions, Adaptive Monitoring, and Mobility Support. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, . (15/24144-7)
SANTANA, CLEBER; ANDRADE, LEANDRO; DELICATO, FLAVIA C.; PRAZERES, CASSIO. Increasing the availability of IoT applications with reactive microservices. SERVICE ORIENTED COMPUTING AND APPLICATIONS, . (15/24144-7)
FERREIRA, FRANCISCO HENRIQUE CERDEIRA; NAKAGAWA, ELISA YUMI; DOS SANTOS, RODRIGO PEREIRA. Towards an understanding of reliability of software-intensive systems-of-systems. INFORMATION AND SOFTWARE TECHNOLOGY, v. 158, p. 17-pg., . (15/24144-7, 17/06195-9)
SOARES, RODRIGO C.; CAPILLA, RAFAEL; DOS SANTOS, VINICIUS; NAKAGAWA, ELISA YUMI. Trends in continuous evaluation of software architectures. COMPUTING, v. N/A, p. 24-pg., . (15/24144-7)
SOARES, RODRIGO C.; DOS SANTOS, VINICIUS; NAKAGAWA, ELISA YUMI; ACM. Continuous Evaluation of Software Architectures: An Overview of the State of the Art. 37TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, v. N/A, p. 7-pg., . (15/24144-7)
NAN, YUCEN; LI, WEI; LU, FENG; DELICATO, FLAVIA C.; ZOMAYA, ALBERT Y.; IEEE. Realising Edge Analytics for Early Prediction of Readmission: A Case Study. 2020 IEEE INTERNATIONAL CONFERENCE ON CLOUD ENGINEERING (IC2E 2020), v. N/A, p. 10-pg., . (15/24144-7)
DA SILVA, THIAGO PEREIRA; ROCHA NETO, ALUIZIO F.; BATISTA, THAIS VASCONCELOS; LOPES, FREDERICO A. S.; DELICATO, FLAVIA C.; PIRES, PAULO F.; IEEE COMPUTER SOCIETY. Horizontal Auto-Scaling in Edge Computing Environment using Online Machine Learning. 2021 IEEE INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, INTL CONF ON CLOUD AND BIG DATA COMPUTING, INTL CONF ON CYBER SCIENCE AND TECHNOLOGY CONGRESS DASC/PICOM/CBDCOM/CYBERSCITECH 2021, v. N/A, p. 8-pg., . (15/24144-7)
DA SILVA, THIAGO PEREIRA; BATISTA, THAIS; LOPES, FREDERICO; NETO, ALUIZIO ROCHA; DELICATO, FLAVIA C.; PIRES, PAULO F.; DA ROCHA, ATSLANDS R.. Fog Computing Platforms for Smart City Applications: A Survey. ACM TRANSACTIONS ON INTERNET TECHNOLOGY, v. 22, n. 4, p. 32-pg., . (15/24144-7)
ALLIAN, ANA P.; SILVA, LEANDRO F.; OLIVEIRA, EDSON; NAKAGAWA, ELISA Y.. VMTools-RA: a Reference Architecture for Software Variability Tools. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 29, n. 7, p. 42-pg., . (16/05919-0, 15/24144-7, 18/20882-1)
REGO, PAULO A. L.; TRINTA, FERNANDO A. M.; HASAN, MASUM Z.; DE SOUZA, JOSE N.. Enhancing Offloading Systems with Smart Decisions, Adaptive Monitoring, and Mobility Support. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, v. N/A, p. 18-pg., . (15/24144-7)
DOS SANTOS, GABRIEL B.; TRINTA, FERNANDO A. M.; REGO, PAULO A. L.; SILVA, FRANCISCO A.; DE SOUZA, JOSE N.; IEEE. Performance and Energy Consumption Evaluation of Computation Offloading using CAOS D2D. 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), v. N/A, p. 7-pg., . (15/24144-7)
ALVES, MARCELO PITANGA; DELICATO, FLAVIA C.; SANTOS, IGOR L.; PIRES, PAULO F.. LW-CoEdge: a lightweight virtualization model and collaboration process for edge computing. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, v. 23, n. 2, p. 49-pg., . (15/24144-7)
DELICATO, FLAVIA C.; PIRES, PAULO F.; IEEE. Challenges in developing collaborative IoT systems. 2020 IEEE 6TH INTERNATIONAL CONFERENCE ON COLLABORATION AND INTERNET COMPUTING (CIC 2020), v. N/A, p. 9-pg., . (15/24144-7)
VIEIRA, JUAN LUCAS; BATTISTI, ANSELMO L. E.; MACEDO, EVANDRO L. C.; PIRES, PAULO F.; MUCHALUAT-SAADE, DEBORA C.; DELICATO, FLAVIA C.; OLIVEIRA, ANA C. B.; BERNARDOS, CJ; MARTINI, B; ROJAS, E; et al. Dynamic and Mobility-Aware VNF Placement in 5G-Edge Computing Environments. 2023 IEEE 9TH INTERNATIONAL CONFERENCE ON NETWORK SOFTWARIZATION, NETSOFT, v. N/A, p. 9-pg., . (15/24144-7)
DELICATO, FLAVIA C.; VANDELLI, TAYSSA; BONICEA, MARIO; FARIAS, CLAUDIO M. DE. Heracles: A Context-Based Multisensor Sensor Data Fusion Algorithm for the Internet of Things. INFORMATION, v. 11, n. 11, . (15/24144-7)
XAVIER, TIAGO C. S.; SANTOS, IGOR L.; DELICATO, FLAVIA C.; PIRES, PAULO F.; ALVES, MARCELO P.; CALMON, TIAGO S.; OLIVEIRA, ANA C.; AMORIM, CLAUDIO L.. Collaborative resource allocation for Cloud of Things systems. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 159, . (15/24144-7)
OLIVEIRA, EGBERTO; DA ROCHA, ATSLANDS R.; MATTOSO, MARTA; DELICATO, FLAVIA C.. Latency and Energy-Awareness in Data Stream Processing for Edge Based IoT Systems. Journal of Grid Computing, v. 20, n. 3, p. 25-pg., . (15/24144-7)
MACEDO, EVANDRO L. C.; DELICATO, FLAVIA C.; DE MORAES, LUIS F. M.; FORTINO, GIANCARLO; BASTIERI, D; WILLS, G; KACSUK, P; CHANG, V. A Two-level Integrated Approach for Assigning Trust Metrics to Internet of Things Devices. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY (IOTBDS), v. N/A, p. 11-pg., . (15/24144-7)
PONCINELLI FILHO, CARLOS; MARQUES JR, ELIAS; CHANG, VICTOR; DOS SANTOS, LEONARDO; BERNARDINI, FLAVIA; PIRES, PAULO F.; OCHI, LUIZ; DELICATO, FLAVIA C.. A Systematic Literature Review on Distributed Machine Learning in Edge Computing. SENSORS, v. 22, n. 7, p. 36-pg., . (15/24144-7)
FELIZARDO, KATIA R.; DE SOUZA, ERICA F.; MALACRIDA, TAMIRIS; NAPOLEAO, BIANCA M.; PETRILLO, FABIO; HALLE, SYLVAIN; VIJAYKUMAR, NANDAMUDI L.; NAKAGAWA, ELISA Y.; MARTINI, A; WIMMER, M; et al. Knowledge Management for Promoting Update of Systematic Literature Reviews: An Experience Report. 2020 46TH EUROMICRO CONFERENCE ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS (SEAA 2020), v. N/A, p. 8-pg., . (15/24144-7)
BATTISTI, ANSELMO LUIZ EDEN; MACEDO, EVANDRO LUIZ CARDOSO; JOSUE, MARINA IVANOV PEREIRA; BARBALHO, HUGO; DELICATO, FLAVIA C.; MUCHALUAT-SAADE, DEBORA CHRISTINA; PIRES, PAULO F.; DE MATTOS, DOUGLAS PAULO; DE OLIVEIRA, ANA CRISTINA BERNARDO. A Novel Strategy for VNF Placement in Edge Computing Environments. FUTURE INTERNET, v. 14, n. 12, p. 20-pg., . (15/24144-7)
MUNIZ LEITE, ANA ISABELLA; LAGOA, LUCAS; LOPES, SAMUEL; BRAGA, ROSANA; ANTONINO, PABLO OLIVEIRA; NAKAGAWA, ELISA YUMI. n Investigation of Knowledge Gaps of Graduate Students Regarding Safety-Critical Systems Development: A Controlled Experimen. IEEE TRANSACTIONS ON EDUCATION, v. 65, n. 1, . (17/06195-9, 15/24144-7)
CABALLERO, EGBERTO; FERREIRA, VINICIUS; LIMA, ROBSON ARAUJO; SOTO, JULIO CESAR HUARACHI; MUCHALUAT-SAADE, DEBORA; ALBUQUERQUE, CELIO. BNS: A Framework for Wireless Body Area Network Realistic Simulations. SENSORS, v. 21, n. 16, . (15/24144-7)
DA SILVA, DANIEL V. C.; ROCHA, ANTONIO A. DE A.; VELLOSO, PEDRO B.. Mobile vs. Non-Mobile Live-Streaming: A Comparative Analysis of Users Engagement and Interruption Using Big Data from a Large CDN Perspective. SENSORS, v. 21, n. 16, . (15/24144-7)
MACEDO, EVANDRO L. C.; DE OLIVEIRA, EGBERTO A. R.; SILVA, FABIO H.; MELLO JR, RUI R.; FRANCA, FELIPE M. G.; DELICATO, FLAVIA C.; DE REZENDE, JOSE F.; DE MORAES, LUIS F. M.. On the Security Aspects of Internet of Things: A Systematic Literature Review. JOURNAL OF COMMUNICATIONS AND NETWORKS, v. 21, n. 5, p. 444-457, . (15/24144-7)
DIAS VALLE, PEDRO HENRIQUE; GARCES, LINA; VOLPATO, TIAGO; MARTINEZ-FERNANDEZ, SILVERIO; NAKAGAWA, ELISA YUMI. Towards suitable description of reference architectures. PEERJ COMPUTER SCIENCE, v. N/A, p. 36-pg., . (17/22107-2, 17/06195-9, 18/07437-9, 15/24144-7)
SILVA, HENRIQUE DE A.; ADRIANO, ELIAS; SCATOLINI, DENISE; VACCARE BRAGA, ROSANA T.; ALMEIDA, JR; GONZALEZ, AR; SHEN, L; KANE, B; TRAINA, A; SODA, P; et al. Supporting IoT-based applications to combat the Aedes aegypti mosquito: a case in Brazil. 2021 IEEE 34TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), v. N/A, p. 6-pg., . (15/24144-7)
SANTOS, DANIEL S.; OLIVEIRA, BRAUNER R. N.; KAZMAN, RICK; NAKAGAWA, ELISA Y.. Evaluation of Systems-of-Systems Software Architectures: State of the Art and Future Perspectives. ACM COMPUTING SURVEYS, v. 55, n. 4, p. 35-pg., . (15/24144-7, 17/06195-9)
BATTISTI, ANSELMO LUIZ EDEN; MUCHALUAT-SAADE, DEBORA CHRISTINA; DELICATO, FLAVIA C.. Enabling Internet of Media Things With Edge-Based Virtual Multimedia Sensors. IEEE ACCESS, v. 9, p. 59255-59269, . (15/24144-7)

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