High Performance Computing

Chapter 1 Optimizing Water Cooling Applications on Shared Memory Systems

Chapter 2 Collaborative Development and Use of Scientific Applications in Orlando Tools: Integration, Delivery, and Deployment

Chapter 3 BS-SOLCTRA: Towards a Parallel Magnetic Plasma Confinement Simulation Framework for Modular Stellarator Devices

Chapter 4 Optimizing Big Data Network Transfers in FPGA SoC Clusters: TECBrain Case Study

Chapter 5 A Load Balancing Algorithm for Fog Computing Environments

Chapter 6 Multi-objective Configuration of a Secured Distributed Cloud Data Storage

Chapter 7 Bounding Volume Hierarchy Acceleration Through Tightly Coupled Heterogeneous Computing

Chapter 8 Towards a Lightweight Method to Predict the Performance of Sparse Triangular Solvers on Heterogeneous Hardware Platforms

Chapter 9 Accelerating the Calculation of Friedman Test Tables on Many-Core Processors

Chapter 10 Modelling Road Saturation Dynamics on a Complex Transportation Network Based on GPS Navigation Software Data

Chapter 11 ExaMPI: A Modern Design and Implementation to Accelerate Message Passing Interface Innovation

Chapter 12 Assessing Kokkos Performance on Selected Architectures

Chapter 13 Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms

Chapter 14 Delivering Scalable Deep Learning to Research with Bridges-AI

Chapter 15 Towards a Platform to Evaluate the Impact of Resource Information Distribution in IoT Environments

Chapter 16 GPU Support for Automatic Generation of Finite-Differences Stencil Kernels

Chapter 17 Adding Probabilistic Certainty to Improve Performance of Convolutional Neural Networks

Chapter 18 Assessing the Impact of a Preprocessing Stage on Deep Learning Architectures for Breast Tumor Multi-class Classification with Histopathological Images

Chapter 19 Assessing the Robustness of Recurrent Neural Networks to Enhance the Spectrum of Reverberated Speech

Chapter 20 A Performance Evaluation of Several Artificial Neural Networks for Mapping Speech Spectrum Parameters

Chapter 21 Using Cluster Analysis to Assess the Impact of Dataset Heterogeneity on Deep Convolutional Network Accuracy: A First Glance

Chapter 22 Evolutionary Approach for Bus Synchronization

Chapter 23 Autonomous Flight of Unmanned Aerial Vehicles Using Evolutionary Algorithms

Chapter 24 An Experimental Study on Fundamental Frequency Detection in Reverberated Speech with Pre-trained Recurrent Neural Networks

Chapter 25 Measuring the Effect of Reverberation on Statistical Parametric Speech Synthesis

Chapter 26 Enhancing Speech Recorded from a Wearable Sensor Using a Collection of Autoencoders

Chapter 27 Insight GT: A Public, Fast, Web Image Ground Truth Authoring Tool

Chapter 28 Comparison of Four Automatic Classifiers for Cancer Cell Phenotypes Using M-Phase Features Extracted from Brightfield Microscopy Images

Chapter 29 Diaforá : A Visualization Tool for the Comparison of Biological Taxonomies

Chapter 30 A First Glance into Reversing Senescence on Herbarium Sample Images Through Conditional Generative Adversarial Networks

Chapter 31 Performance Evaluation of Parallel Inference of Large Phylogenetic Trees in Santos Dumont Supercomputer: A Practical Approach

Chapter 32 Matching of EM Map Segments to Structurally-Relevant Bio-molecular Regions