Publications

Deep learning with simulated laser scanning data for 3D point cloud classification

A new thread-level speculative automatic parallelization model and library based on duplicate code execution

Powerline Detection and Characterization in General-Purpose Airborne LiDAR Surveys

CPU and GPU oriented optimizations for LiDAR data processing

Digital forensic analysis of the private mode of browsers on Android

Recovering from Memory the Encryption Keys Used by Ransomware Targeting Windows and Linux Systems

Dynamic workload optimisation on NUMA and heterogeneous architectures

OPERA-gSAM: Big Data Processing Framework for UMI Sequencing at High Scalability and Efficiency

Characterizing zebra crossing zones using LiDAR data

Security by Design for Big Data Frameworks over Cloud Computing

CIMAR, NIMAR, and LMMA: Novel algorithms for thread and memory migrations in user space on NUMA systems using hardware counters

Digital forensic analysis methodology for private browsing: Firefox and Chrome on Linux as a case study

A highly optimized skeleton for unbalanced and deep divide‑and‑conquer algorithms on multi‑core clusters

A fast and optimal pathfinder using airborne LiDAR data

A Parallel Skeleton for Divide-and-conquer Unbalanced and Deep Problems

Load balanced heterogeneous parallelism for finite difference problems on image denoising

LBMA and IMAR2: Weighted lottery based migration strategies for NUMA multiprocessing servers

IHP: a dynamic heterogeneous parallel scheme for iterative or time-step methods-- image denoising as case study

TrustE-VC: Trustworthy Evaluation Framework for Industrial Connected Vehicles in the Cloud

A Divide-and-conquer Parallel Skeleton for Unbalanced and Deep Problems

Next-Generation Big Data Federation Access Control: A Reference Model

Automatic Extraction of Road Points from Airborne LiDAR Based on Bidirectional Skewness Balancing

A New Hardware Counters Based Thread Migration Strategy for NUMA Systems

Fast Ground Filtering of Airborne LiDAR Data Based on Iterative Scan-Line Spline Interpolation

Implementación de un algoritmo de filtrado de terreno a partir de datos LiDAR sobre SoC Zynq

Caracterización vial en base a nubes de puntos LiDAR terrestre con MPI

A new hardware counters based thread migration strategy for NUMA systems

Big Data Security Frameworks Meet the Intelligent Transportation Systems Challenges

Common Security Criteria for Vehicular Clouds and Internet of Vehicles Evaluation and Selection

Influence of Architectural Features of the SNC-4 Mode of the Intel Xeon Phi KNL on Matrix Multiplication

A Pluggable Authentication Module for Big Data Federation Architecture

Automatic Detection and Characterization of Power Lines and their Surroundings Using LiDAR Data

Procesamiento eficiente de nubes de puntos LiDAR aéreo para aplicaciones de caracterización del terreno

Olivia: A Developer-Friendly "Open Lidar VIsualiser and Analyser" for Point Clouds with 3D Stereoscopic View

A tool for runtime analysis of performance and energy usage in NUMA systems

Producto matricial en el Intel Xeon Phi KNL en el modo Sub-NUMA Clustering 4

Comparative study of building footprint estimation methods from LiDAR point clouds

Caracterización de aplicaciones mediante información de contadores hardware en sistemas NUMA

Euro-Par 2017: Parallel Processing. Lecture Notes in Computer Science

OPERA-P: An Adaptive Scheduler for Dynamically Provisioning Big Data Frameworks On-demand

EME: An automated, elastic and efficient prototype for provisioning Hadoop clusters on-demand

Graph-based approach for airborne light detection and ranging segmentation

Landing sites detection using LiDAR data on manycore systems

A rule-based classification from a region-growing segmentation of airborne lidar

Graph-based segmentation of airborne lidar point clouds

Parallel landing sites detection using LiDAR data on manycore systems

Boosting Performance of a Statistical Machine Translation System Using Dynamic Parallelism

Paralelización de un clasificador automático de objetos con datos de sensores remotos LiDAR

Power and Energy Implications of the Number of Threads Used on the Intel Xeon Phi

Power and Energy Implications of the Number of Threads Used on the Intel Xeon Phi

3DyRM: a dynamic roofline model including memory latency information

Multiobjective Optimization Technique Based on Monitoring Information to Increase the Performance of Thread Migration on Multicores

Thread migration techniques based on dynamic Roofline models and latency information

Assessment, Design and Implementation of a Private Cloud for MapReduce Applications

A hardware counter-based toolkit for the analysis of memory accesses in SMPs

Using an extended Roofline Model to understand data and thread affinities on NUMA systems

Study of data locality and thread affinity on multicore systems using the Roofline Model

Modeling the performance of parallel applications using model selection techniques

Extensión del modelo Roofline y herramientas para su uso

A Flexible and Dynamic Page Migration Infrastructure based on Hardware Counters

DyRM: A Dynamic Roofline Model Based on Runtime Information

Uso de algoritmos genéticos para la obtención de modelos estadísticos de rendimiento

A Graphical Tool for Performance Analysis of Multicore Systems Based on the Roofline Model

Hardware Counters Based Analysis of Memory Accesses in SMPs

Model Selection to Characterize Performance using Genetic Algorithms

A generalization of s-step variants of gradient methods

Estimating the Effect of Cache Misses on the Performance of Parallel Applications Using Analytical Models

Using accurate AIC-based performance models to improve the scheduling of parallel applications

Analyzing the Execution of Sparse Matrix-Vector Product on the Finisterrae SMP-NUMA System

Estimación del efecto de los fallos cache en el rendimiento de aplicaciones paralelas

A Study of Memory Access Patterns in Irregular Parallel Codes Using Hardware Counter-Based Tools

Improving the Scheduling of Parallel Applications using Accurate AIC-based Performance Models

Automatic parameter assessment of logp-based communication models in MPI environments

Increasing the Locality of Iterative Methods and its Application to the Simulation of Semiconductor Devices

Performance Modeling of MPI Applications Using Model Selection Techniques

Increasing data reuse of sparse algebra codes on simultaneous multithreading architectures

El Criterio de Información de Akaike en la Obtención de Modelos Estadísticos de Rendimiento

Evaluating Sparse Matrix-Vector Product on the FinisTerrae Supercomputer

Accurate Analytical Performance Model of Communications in MPI Applications

Greedy Performance Metrics for Grid Schedulers

Obtención de modelos estadísticos de rendimiento de las comunicaciones en aplicaciones MPI

Simulación de códigos de N-cuerpos en sistemas de memoria distribuida mediante un algoritmo paralelo por etapas

Analytical Performance Models of Parallel Programs in Clusters

Simulation of parallel applications in GridSim

Software Tools for Performance Modeling of Parallel Programs