Search Results - "Borin, Edson"

Revisiting the functional bootstrap in TFHE by Guimarães, Antonio, Borin, Edson, Aranha, Diego F.

“…The FHEW cryptosystem introduced the idea that an arbitrary function can be evaluated within the bootstrap procedure as a table lookup. The faster bootstraps…”
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Containers in HPC: a survey by Keller Tesser, Rafael, Borin, Edson

“…OS-level virtualization (containers) has become a popular alternative to hypervisor-based virtualization. From a system-administration point-of-view,…”
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MOSFHET: Optimized Software for FHE over the Torus by Guimarães, Antonio, Borin, Edson, Aranha, Diego F.

“…Homomorphic encryption is one of the most secure solutions for processing sensitive information in untrusted environments, and there have been many recent…”
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A benchmark for domain adaptation and generalization in smartphone-based human activity recognition by Napoli, Otávio, Duarte, Dami, Alves, Patrick, Soto, Darlinne Hubert Palo, de Oliveira, Henrique Evangelista, Rocha, Anderson, Boccato, Levy, Borin, Edson

“…Human activity recognition (HAR) using smartphone inertial sensors, like accelerometers and gyroscopes, enhances smartphones’ adaptability and user experience…”
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PANCODE: Multilevel Partitioning of Neural Networks for Constrained Internet-of-Things Devices by De Oliveira, Fabiola Martins Campos, Bittencourt, Luiz Fernando, Kamienski, Carlos Alberto, Borin, Edson

“…The increasing number of Internet-of-Things (IoT) devices will generate unprecedented data in the upcoming years. Fog computing may prevent the saturation of…”
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Partitioning Convolutional Neural Networks to Maximize the Inference Rate on Constrained IoT Devices by Martins Campos de Oliveira, Fabíola, Borin, Edson

“…Billions of devices will compose the IoT system in the next few years, generating a huge amount of data. We can use fog computing to process these data,…”
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Fog vs. Cloud Computing: Should I Stay or Should I Go? by Pisani, Flávia, Martins do Rosario, Vanderson, Borin, Edson

“…In this article, we work toward the answer to the question “is it worth processing a data stream on the device that collected it or should we send it somewhere…”
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The Multi-Lane Capsule Network by do Rosario, Vanderson Martins, Borin, Edson, Breternitz, Mauricio

“…We introduce multi-lane capsule networks (MLCN), which are a separable and resource efficient organization of capsule networks (CapsNet) that allows parallel…”
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Memory-efficient DRASiW Models by Napoli, Otávio Oliveira, de Almeida, Ana Maria, Borin, Edson, Breternitz, Mauricio

“…Weightless Neural Networks (WNN) are ideal for Federated Learning due to their robustness and computational efficiency. These scenarios require models with a…”
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A lightweight performance proxy for deep‐learning model training on Amazon SageMaker by Keller Tesser, Rafael, Marques, Alvaro, Borin, Edson

“…Summary Cloud computing has become popular for training deep‐learning (DL) models, avoiding the costs of acquiring and maintaining on‐premise systems…”
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Selecting efficient VM types to train deep learning models on Amazon SageMaker by Tesser, Rafael Keller, Marques, Alvaro, Borin, Edson

“…The cloud has become a popular environment for running Deep Learning (DL) applications. Public cloud providers charge by the amount time the resources are…”
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The Case for Flexible ISAs: Unleashing Hardware and Software by Auler, Rafael, Borin, Edson

“…For a long time the Instruction Set Architecture (ISA) has been the firm contract between software and hardware. This firm contract plays an important role by…”
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PB 3 Opt: Profile‐based biased Bayesian optimization to select computing clusters on the cloud by Aparecida Silva Camacho, Thais, Martins do Rosario, Vanderson, Oliveira Napoli, Otávio, Borin, Edson

“…Summary Given the wide variety of cloud computing resources for creating high‐performance computer clusters and their complex performance relationship with…”
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Efficiency and scalability of multi-lane capsule networks (MLCN) by do Rosario, Vanderson Martins, Breternitz, Mauricio, Borin, Edson

“…Some Deep Neural Networks (DNN) have what we call lanes, or they can be reorganized as such. Lanes are paths in the network which are data-independent and…”
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High‐performance IO for seismic processing on the cloud by Guimarães, Antonio, Lacalle, Luis, Rodamilans, Charles B., Borin, Edson

“…Summary Most of the applications in the seismology field rely on the processing of up to hundreds of terabytes of data and their performance is strongly…”
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An evaluation of fast segmented sorting implementations on GPUs by Schmid, Rafael F., Pisani, Flávia, Cáceres, Edson N., Borin, Edson

“…Many real-world problems require a sorting operation as part of their efficient solution. Some examples of this are real-time plasma diagnostic, image…”
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Special issue on Computer Architecture and High Performance Computing by Borin, Edson

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Optimized implementation of QC‐MDPC code‐based cryptography by Guimarães, Antonio, Aranha, Diego F., Borin, Edson

“…Summary This paper presents a new enhanced version of the QcBits key encapsulation mechanism, which is a constant‐time implementation of the Niederreiter…”
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Employing Simulation to Facilitate the Design of Dynamic Binary Translators by do Rosario, Vanderson Martins, Zinsly, Rafael, Rigo, Sandro, Borin, Edson

“…Dynamic Binary Translation (DBT) is a sophisticated technique that allows the implementation of highperformance ISA emulators. In this technique, the guest…”
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PB3Opt: Profile‐based biased Bayesian optimization to select computing clusters on the cloud by Aparecida Silva Camacho, Thais, Martins do Rosario, Vanderson, Oliveira Napoli, Otávio, Borin, Edson

“…Summary Given the wide variety of cloud computing resources for creating high‐performance computer clusters and their complex performance relationship with…”
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