Publications

Powerline Detection and Characterization in General-Purpose Airborne LiDAR Surveys

Model Performance Prediction for Hyperparameter Opti- mization of Deep Learning Models Using High Performance Computing and Quantum Annealing

Assessing Intel OneAPI capabilities and cloud-performance for heterogeneous computing

QPU integration in OpenCL for heterogeneous programming

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

Optimizing AI-based HEP algorithms using HPC and Quantum Computing

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

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 fast and optimal pathfinder using airborne LiDAR data

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

Big Data in metagenomics: Apache Spark vs MPI

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

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

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

Cloud Computing for Climate Modelling: Evaluation, Challenges and Benefits

A New Hardware Counters Based Thread Migration Strategy for NUMA Systems

A Big Data Approach to Metagenomics for All-Food-Sequencing

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

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

A Pluggable Authentication Module for Big Data Federation Architecture

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

Leveraging Bitmap Indexing for Subgraph Searching

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

Consulta eficiente de datos moleculares: Situación actual y retos futuros

MPI-Performance-Aware-Reallocation: method to optimize the mapping of processes applied to a cloud infrastructure

Comparative study of building footprint estimation methods from LiDAR point clouds

Caracterización de aplicaciones mediante información de contadores hardware en sistemas NUMA

PASTASpark: multiple sequence alignment meets Big Data

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

A study of the influence of VM allocation policies on MPI Bcast and MPI Exchange latency in cloud

Possibilities of Cloud Computing for Climate Modelling

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

Use of several Cloud Computing approaches for climate modelling: performance, costs and opportunities

Graph-based approach for airborne light detection and ranging segmentation

Enabling BOINC in infrastructure as a service cloud system

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

Towards Large Scale Environmental Data Processing with Apache Spark

Procesamiento paralelo de datos medioambientales con Apache Spark

Study of point-to-point communication latency for MPI implementations in cloud

Parallel landing sites detection using LiDAR data on manycore systems

SparkBWA: Speeding Up the Alignment of High-Throughput DNA Sequencing Data

Challenges and opportunities of cloud computing for atmospheric sciences

Enabling BOINC in cloud Services: CPDN as example

Boosting Performance of a Statistical Machine Translation System Using Dynamic Parallelism

BigBWA: Approaching the Burrows-Wheeler Aligner to Big Data Technologies

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

A Flexible Cluster System for the Management of Virtual Clusters in the Cloud

Improving CPU Service Offerings in Apache CloudStack

Federated Big Data for resource aggregation and load balancing with DIRAC

Study of the KVM CPU performance of Open-Source cloud management platforms

BigDataDIRAC: deploying distributed Big Data application

Multivariate Analysis of Variance for High Energy Physics Software in Virtualized Environments

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

A tool to deploy nanodevice simulations on Cloud

3DyRM: a dynamic roofline model including memory latency information

Perldoop: Efficient Execution of Perl Scripts on Hadoop Clusters

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

Análisis morfosintáctico y clasificación de entidades nombradas en un entorno Big Data

Implementation of the KVM Hypervisor on Several Cloud Platforms: Tuning the Apache CloudStack Agent

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

Cloud flexibility using DIRAC interware

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

Using sampled information: is it enough for the sparse matrix-vector product locality optimization?

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

Nanodevice simulations on CloudStack

Render on the cloud: Using Cinelerra on virtualized infrastructures

Cloud computing for teaching and learning MPI with improved network communications

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

Performance of numerical simulations on the cloud

Performance of OpenMP simulations on the cloud

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

Hardware Counters Based Analysis of Memory Accesses in SMPs

Performance of the CloudStack KVM Pod primary storage under NFS version 3

Model Selection to Characterize Performance using Genetic Algorithms

Formiga CLOUD: una herramienta para la gestión y aprovechamiento de los recursos de las aulas de informática

The Integration of CloudStack and OCCI/OpenNebula with DIRAC

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

Study of Performance Issues on a SMP-NUMA System Using the Roofline Model

EPIMETA: un Metapaquete de Epilinux

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

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

Performance Modeling of MPI Applications Using Model Selection Techniques

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

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

An Inspector/Executor Based Strategy to Efficiently Parallelize N-Body Simulation Programs on shared memory systems

Simulation of parallel applications in GridSim