375 citations · 562 across the 7 of their papers we have counts for
7 papers
Management of Resource at the Network Edge for Federated Learning
Silvana Trindade, Luiz F. Bittencourt, Nelson L. S. da Fonseca
Federated learning has been explored as a promising solution for training at the edge, where end devices collaborate to train models without sharing data with other entities. Since…
Fog Computing on Constrained Devices: Paving the Way for the Future IoT
Flavia Pisani, Fabiola M. C. de Oliveira, Eduardo S. Gama +3
In the long term, the Internet of Things (IoT) is expected to become an integral part of people's daily lives. In light of this technological advancement, an ever-growing number of…
Towards a distributed and infrastructure-less vehicular traffic management system
Ademar T. Akabane, Roger Immich, Luiz F. Bittencourt +2
In the past few years, several systems have been proposed to deal with issues related to the vehicular traffic management. Usually, their solutions include the integration of compu…
Scheduling in distributed systems: A cloud computing perspective
Luiz F. Bittencourt, Alfredo Goldman, Edmundo R. M. Madeira +2
Scheduling is essentially a decision-making process that enables resource sharing among a number of activities by determining their execution order on the set of available resource…
The Internet of Things, Fog and Cloud Continuum: Integration and Challenges
Luiz F. Bittencourt, Roger Immich, Rizos Sakellariou +7
The Internet of Things needs for computing power and storage are expected to remain on the rise in the next decade. Consequently, the amount of data generated by devices at the edg…
MODULAR: Software for the Autonomous Computation of Modularity in Large Network Sets
Flavia Maria Darcie Marquitti, Paulo Roberto Guimaraes, Mathias Mistretta Pires +1
Ecological systems can be seen as networks of interactions between individual, species, or habitat patches. A key feature of many ecological networks is their organization into mod…