Sérgio Natan Silva

Dr. Sérgio Natan Silva

Federal University of Rio Grande do Norte, Natal, Amazonas, Brazil
+1
orcid

Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
17 June 2024 in Sensors
Verified
Journal Article
Open access
PDF file
CJCarlos Eduardo Santos Junior
Carlos Eduardo Santos Junior
LSLucileide Medeiros Dantas da Silva
Lucileide Medeiros Dantas da Silva
Matheus TorquatoMatheus Torquato
Matheus Torquato
SSSérgio Natan Silva
Sérgio Natan Silva
Marcelo A. C. FernandesMarcelo A. C. Fernandes
Marcelo A. C. Fernandes
This work proposes an implementation of the SHA-256, the most common blockchain hash algorithm, on a field-programmable gate array (FPGA) to improve processing capacity and power saving in Internet of Things (IoT) devices to solve security and privacy issues. This implementation presents a different approach than other papers in the literature, using clustered cores executing the SHA-256 algorithm in parallel. Details about the proposed architecture and an analysis of the resources used by the FPGA are presented. The implementation achieved a throughput of approximately 1.4 Gbps for 16 cores on a single FPGA. Furthermore, it saved dynamic power, using almost 1000 times less compared to previous works in the literature, making this proposal suitable for practical problems for IoT devices in blockchain environments. The target FPGA used was the Xilinx Virtex 6 xc6vlx240t-1ff1156.

18 November 2019 in Sensors
Verified
Journal Article
Open access
PDF file
Jose Claudio V. S. JuniorJose Claudio V. S. Junior
Jose Claudio V. S. Junior
Matheus TorquatoMatheus Torquato
Matheus Torquato
DNDaniel H. Noronha
Daniel H. Noronha
SSSérgio Natan Silva
Sérgio Natan Silva
Marcelo A. C. FernandesMarcelo A. C. Fernandes
Marcelo A. C. Fernandes
This project aims to develop a tactile glove device and a virtual environment inserted in the context of tactile internet. The tactile glove allows a human operator to interact remotely with objects from a 3D environment through tactile feedback or tactile sensation. In other words, the human operator is able to feel the contour and texture from virtual objects. Applications such as remote diagnostics, games, remote analysis of materials, and others in which objects could be virtualized can be significantly improved using this kind of device. These gloves have been an essential device in all research on the internet next generation called “Tactile Internet”, in which this project is inserted. Unlike the works presented in the literature, the novelty of this work is related to architecture, and tactile devices developed. They are within the 10 ms round trip latency limits required in a tactile internet environment. Details of hardware and software designs of a tactile glove, as well as the virtual environment, are described. Results and comparative analysis about round trip latency time in the tactile internet environment is developed.

15 October 2014 in Sensors
Verified
Journal Article
Open access
PDF file
ISIsaac Souza
Isaac Souza
SSSérgio Natan Silva
Sérgio Natan Silva
RTRafael M. Teles
Rafael M. Teles
Marcelo A. C. FernandesMarcelo A. C. Fernandes
Marcelo A. C. Fernandes
The development of new embedded algorithms for automation and control of industrial equipment usually requires the use of real-time testing. However, the equipment required is often expensive, which means that such tests are often not viable. The objective of this work was therefore to develop an embedded platform for the distributed real-time simulation of dynamic systems. This platform, called the Real-Time Simulator for Dynamic Systems (RTSDS), could be applied in both industrial and academic environments. In industrial applications, the RTSDS could be used to optimize embeddedcontrol algorithms. In the academic sphere, it could be used to support research into newembedded solutions for automation and control and could also be used as a tool to assist in undergraduate and postgraduate teaching related to the development of projects concerningon-board control systems.

2 April 2020 in Sensors
Verified
Journal Article
Open access
PDF file
SSSérgio Natan Silva
Sérgio Natan Silva
FLFelipe Fernandes Lopes
Felipe Fernandes Lopes
Carlos ValderramaCarlos Valderrama
Carlos Valderrama
Marcelo A. C. FernandesMarcelo A. C. Fernandes
Marcelo A. C. Fernandes
This work proposes dedicated hardware for an intelligent control system on Field Programmable Gate Array (FPGA). The intelligent system is represented as Takagi–Sugeno Fuzzy-PI controller. The implementation uses a fully parallel strategy associated with a hybrid bit format scheme (fixed-point and floating-point). Two hardware designs are proposed; the first one uses a single clock cycle processing architecture, and the other uses a pipeline scheme. The bit accuracy was tested by simulation with a nonlinear control system of a robotic manipulator. The area, throughput, and dynamic power consumption of the implemented hardware are used to validate and compare the results of this proposal. The results achieved allow the use of the proposed hardware in applications with high-throughput, low-power and ultra-low-latency requirements such as teleoperation of robot manipulators, tactile internet, or industry 4.0 automation, among others.

2 September 2024 in Future Internet
Verified
Journal Article
Open access
PDF file
SSSérgio Natan Silva
Sérgio Natan Silva
MGMateus Arnaud Goldbarg
Mateus Arnaud Goldbarg
LSLucileide Medeiros Dantas da Silva
Lucileide Medeiros Dantas da Silva
Marcelo A. C. FernandesMarcelo A. C. Fernandes
Marcelo A. C. Fernandes
This paper presents a fuzzy logic-based approach for replica scaling in a Kubernetes environment, focusing on integrating Edge Computing. The proposed FHS (Fuzzy-based Horizontal Scaling) system was compared to the standard Kubernetes scaling mechanism, HPA (Horizontal Pod Autoscaler). The comparison considered resource consumption, the number of replicas used, and adherence to latency Service-Level Agreements (SLAs). The experiments were conducted in an environment simulating Edge Computing infrastructure, with virtual machines used to represent edge nodes and traffic generated via JMeter. The results demonstrate that FHS achieves a reduction in CPU consumption, uses fewer replicas under the same stress conditions, and exhibits more distributed SLA latency violation rates compared to HPA. These results indicate that FHS offers a more efficient and customizable solution for replica scaling in Kubernetes within Edge Computing environments, contributing to both operational efficiency and service quality.

12 October 2018 in International Journal of Dynamics and Control
Verified
Journal Article
Closed access
PDF file
SSSérgio Natan Silva
Sérgio Natan Silva
Matheus TorquatoMatheus Torquato
Matheus Torquato
Marcelo A. C. FernandesMarcelo A. C. Fernandes
Marcelo A. C. Fernandes