Publications

José Carlos Cabaleiro Domínguez

2024
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
2023
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
2022
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
2021
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
2020
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
2019
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
2017
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
2014
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
2012
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
2011
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
2009
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
2007
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