Zobrazeno 1 - 10
of 25
pro vyhledávání: '"Claudio F. R. Geyer"'
Entropy to Mitigate Non-IID Data Problem on Federated Learning for the Edge Intelligence Environment
Autor:
Fernanda C. Orlandi, Julio C. S. Dos Anjos, Valderi R. Q. Leithardt, Juan Francisco De Paz Santana, Claudio F. R. Geyer
Publikováno v:
IEEE Access, Vol 11, Pp 78845-78857 (2023)
Machine Learning (ML) algorithms process input data making it possible to recognize and extract patterns from a large data volume. Likewise, Internet of Things (IoT) devices provide knowledge in a Federated Learning (FL) environment, sharing paramete
Externí odkaz:
https://doaj.org/article/73a1497ebacb4deb89422ec592dd5554
Autor:
Lidia M. da SILVA, Lucas P. S. DIAS, Jorge L. V. BARBOSA, Sandro J. RIGO, Julio C. S. dos ANJOS, Claudio F. R. GEYER, Valderi R. Q. LEITHARDT
Publikováno v:
Informatics in Education, Vol 21, Iss 1, Pp 113-146 (2022)
Advances in information and communication technologies have contributed to the increasing use of virtual learning environments as support tools in teaching and learning processes. Virtual platforms generate a large volume of educational data, and the
Externí odkaz:
https://doaj.org/article/4be7315d51ad436ca3de26078e67501d
Autor:
Paulo Ricardo Rodrigues De Souza, Kassiano J. Matteussi, Alexandre Da Silva Veith, Breno F. Zanchetta, Valderi R. Q. Leithardt, Alvaro L. Murciego, Edison Pignaton De Freitas, Julio C. S. Dos Anjos, Claudio F. R. Geyer
Publikováno v:
IEEE Access, Vol 8, Pp 219124-219136 (2020)
The rapid growth of stream applications in financial markets, health care, education, social media, and sensor networks represents a remarkable milestone for data processing and analytic in recent years, leading to new challenges to handle Big Data i
Externí odkaz:
https://doaj.org/article/d3ee8a656ada49cc811106103bcdbf77
Autor:
Julio C. S. Dos Anjos, Kassiano J. Matteussi, Paulo R. R. De Souza, Gabriel J. A. Grabher, Guilherme A. Borges, Jorge L. V. Barbosa, Gabriel V. Gonzalez, Valderi R. Q. Leithardt, Claudio F. R. Geyer
Publikováno v:
IEEE Access, Vol 8, Pp 170281-170294 (2020)
Big Data applications are present in many areas such as financial markets, search engines, stream services, health care, social networks, and so on. Data analysis provides value to information for organizations. Classical Cloud Computing represents a
Externí odkaz:
https://doaj.org/article/30312a9814ec4b389dbd18097437aff8
Autor:
Maycon Viana Bordin, Dalvan Griebler, Gabriele Mencagli, Claudio F. R. Geyer, Luiz Gustavo L. Fernandes
Publikováno v:
IEEE Access, Vol 8, Pp 222900-222917 (2020)
Systems enabling the continuous processing of large data streams have recently attracted the attention of the scientific community and industrial stakeholders. Data Stream Processing Systems (DSPSs) are complex and powerful frameworks able to ease th
Externí odkaz:
https://doaj.org/article/3d46009623874c8cb29159a48c22a209
Publikováno v:
Sensors, Vol 22, Iss 13, p 4756 (2022)
A significant rise in the adoption of streaming applications has changed the decision-making processes in the last decade. This movement has led to the emergence of several Big Data technologies for in-memory processing, such as the systems Apache St
Externí odkaz:
https://doaj.org/article/016ddf1aff0d4c3494ff2b179a3a6163
Autor:
Julio C. S. dos Anjos, João L. G. Gross, Kassiano J. Matteussi, Gabriel V. González, Valderi R. Q. Leithardt, Claudio F. R. Geyer
Publikováno v:
Sensors, Vol 21, Iss 9, p 2914 (2021)
Advances in communication technologies have made the interaction of small devices, such as smartphones, wearables, and sensors, scattered on the Internet, bringing a whole new set of complex applications with ever greater task processing needs. These
Externí odkaz:
https://doaj.org/article/3ff3a1af451b46f78e3b97dc714bda54
Autor:
Cesar A. C. Teixeira, Joberto S. B. Martins, Antônio F. do Prado, Orides Morandin Junior, Claudio F. R. Geyer, Paulo Alberto de Azeredo
O objetivo deste documento é a apresentação de um Plano Pedagógico para o Curso de Engenharia de Computação, que possa servir como mais uma referência para a elaboração de planos pedagógicos para tal curso. A responsabilidade da proposta re
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::04f6fceb56c4645c580c7d856da8ea11
Publikováno v:
Anais do XI International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 1999).
A very important component of a parallel system that generates irregular computational patterns is its work distribution strategy Scheduling strategies for these kinds of systems must be smart enough in order to dynamically balance workload while not
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fe531d337a04033530b376fb73b76083
https://doi.org/10.5753/sbac-pad.1999.19797
https://doi.org/10.5753/sbac-pad.1999.19797
Autor:
DOS ANJOS, JULIO C. S.1 jcsanjos@ufc.br, MATTEUSSI, KASSIANO J.2 kjmatteussi@inf.ufrgs.br, ORLANDI, FERNANDA C.2 fcorlandi@inf.ufrgs.br, BARBOSA, JORGE L. V.3 jbarbosa@unisinos.br, SÁ SILVA, JORGE4 sasilva@dei.uc.pt, BITTENCOURT, LUIZ F.5 bit@ic.unicamp.br, GEYER, CLÁUDIO F. R.2 geyer@inf.ufrgs.br
Publikováno v:
ACM Computing Surveys. Apr2024, Vol. 56 Issue 4, p1-37. 37p.