News

MSc Defense: "Selecting Efficient Virtual Machines for Training Deep Learning Models on the Cloud"
MSc Student: Eva Maia Malta
Date: March the 10th - 14:00
Masters Qualifying exam: "Otimização Multi-Objetivo em Automated Machine learning e Compiler Autotuning Aplicados a Redes Neurais Profundas"
MSc Student: Rafael Cortez Sanchez
Date: January the 29th - 14:00
LMCAD Seminar: "Compiladores Tensoriais: Álgebra Tensorial como Programas de Computador"
Presenter: Leonardo Henrique Neumann
Date: December the 1st - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "MLIR: o futuro dos compiladores?"
Presenter: Vanderson Martins do Rosario
Date: November the 10th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Otimização Multi-Objetivo em Automated Machine Learning e Compiler Autotuning Aplicados a Redes Neurais Profundas"
Presenter: Rafael Cortez Sanchez
Date: October the 27th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Otimização de Configurações na Nuvem Computacional com Parada Antecipada"
Presenter: Thais Aparecida Silva Camacho
Date: October the 13th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Neuromorphic Computing: Key concepts, status, promise and research challenges"
Presenter: Maurício Breternitz Jr.
Date: September the 29th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Aventuras no No-budget Science Week"
Presenter: Vanderson Martins do Rosario
Date: September the 15th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Introdução à ferramenta de administração e automatização de clusters para propósito de inspeção de Paramount Iterations"
Presenter: Gabriel De Souza Ribeiro
Date: September the 1st - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Introdução ao PyTorch"
Presenter: Lucas de Magalhães Araujo
Date: August the 4th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Realizando uma revisão literária sobre o uso de contêineres para computação de alto desempenho"
Presenter: Rafael Keller Tesser
Date: July the 21st - 10:30
Place: LMCAD Virtual Meeting Room
PhD Defense: "Partitioning Convolutional Neural Networks for Inference on Constrained Internet-of-Things Devices"
PhD Student: Fabíola Martins C. Oliveira
Date: July the 17th - 14:00
LMCAD Seminar: "Particionamento de Redes Neurais de Convolução para Inferência em Dispositivos Restritos da Internet das Coisas"
Presenter: Fabíola Martins C. Oliveira
Date: July the 7th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Utilizando lookup tables para implementar uma rede neural convolucional para classificação de imagens encriptadas"
Presenter: Antonio Carlos Guimarães Junior
Date: June the 23rd - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Buscando Configurações com Alto Custo-benefício na Nuvem para Cargas de Trabalho HPC"
Presenter: Thais Aparecida Silva Camacho
Date: June the 9th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Sistema de monitoramento e cálculo de custo de subutilização de recursos na nuvem"
Presenter: William Tavares
Date: May the 26th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Acelerando a classificação de fácies sísmicas com múltiplos atributos utilizando algoritmos não supervisionados e NVIDIA RAPIDS"
Presenter: Otávio Oliveira Napoli
Date: May the 12th - 10:30
Place: LMCAD Virtual Meeting Room
The work titled "Monitoring HPC aplications on the cloud with Zabbix", by W. F. C. Tavares, M. R. M. Assis and E. Borin, was accepted for presentation at the 11a Escola Regional de Alto Desempenho de São Paulo (ERAD-SP 2020).
The work titled "Análise de desempenho dos serviços de armazenamento da Nuvem Computacional para execução de checkpoint", by C. B. Rodamilans and E. Borin, was accepted for presentation at the 11a Escola Regional de Alto Desempenho de São Paulo (ERAD-SP 2020).
The work titled "Aceleração de métodos de empilhamento de dados sísmicos na nuvem com CUDA, OpenCL e SPITS", by G. C. Pinton and E. Borin, was accepted for presentation at the 11a Escola Regional de Alto Desempenho de São Paulo (ERAD-SP 2020).
The work titled "CLAP: Uma Ferramenta para a Implantação de Aplicações de HPC nas Nuvens Computacionais", by O. O. Napoli and E. Borin, was accepted for presentation at the 11a Escola Regional de Alto Desempenho de São Paulo (ERAD-SP 2020).
LMCAD Seminar: "A new way to determine the best instance for a DL application"
Presenter: Eva Maia Malta
Date: April the 28th - 10:30
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "HPC com instâncias Spots - Modelo de Tempo e Custo de checkpoint e análise de Desempenho de Armazenamento da Nuvem Computacional"
Presenter: Charles Boulhosa Rodamilans
Date: May the 31st - 10:00
Place: LMCAD Virtual Meeting Room
LMCAD Seminar: "Introdução ao Custo Computacional de Redes Neurais Profundas"
Presenter: Vanderson Martins do Rosário
Date: March the 24th - 10:00
Place: LMCAD Virtual Meeting Room
The article titled "Automatic Minimization of Execution Budgets of SPITS Programs in AWS" was published as a book chapter at the High Performance Computing Systems book. Communications in Computer and Information Science, vol 1171. Springer, Cham.
The article titled "Evaluation and Mitigation of Timing Side-Channel Leakages on Multiple-Target Dynamic Binary Translators" was published as a book chapter at the High Performance Computing Systems book. Communications in Computer and Information Science, vol 1171. Springer, Cham.
The article titled "High-Performance RISC-V Emulation" was published as a book chapter at the High Performance Computing Systems book. Communications in Computer and Information Science, vol 1171. Springer, Cham.
2nd Joint SBGf-SEG Workshop on Machine Learning to be held in Rio de Janeiro (12-13 May). More information here .
The article titled "A unified model for accelerating unsupervised iterative re-ranking algorithms" was published as Early View at the journal Concurrency and Computation: Practice and Experience.