High Performance Computing

Chapter 1 Dynamically Distributing Tasks from an Unattended Parallel Compiler with Cloudbook

Chapter 2 Fostering Remote Visualization: Experiences in Two Different HPC Sites

Chapter 3 High Performance Computing Simulations of Granular Media in Silos

Chapter 4 Performance Analysis of Main Public Cloud Big Data Services Processing Brazilian Government Data

Chapter 5 Accelerating Machine Learning Algorithms with TensorFlow Using Thread Mapping Policies

Chapter 6 Methodology for Design and Implementation an Efficient HPC Cluster

Chapter 7 Estimating the Execution Time of the Coupled Stage in Multiscale Numerical Simulations

Chapter 8 Using HPC as a Competitive Advantage in an International Robotics Challenge

Chapter 9 A Survey on Privacy-Preserving Machine Learning with Fully Homomorphic Encryption

Chapter 10 Distributed Greedy Approach for Autonomous Surveillance Using Unmanned Aerial Vehicles

Chapter 11 Electricity Demand Forecasting Using Computational Intelligence and High Performance Computing

Chapter 12 Parallel/Distributed Generative Adversarial Neural Networks for Data Augmentation of COVID-19 Training Images

Chapter 13 Analysis of Regularization in Deep Learning Models on Testbed Architectures

Chapter 14 Computer Application for the Detection of Skin Diseases in Photographic Images Using Convolutional Neural Networks

Chapter 15 Neocortex and Bridges-2: A High Performance AI+HPC Ecosystem for Science, Discovery, and Societal Good