Publicaciones (44) Publicaciones de Roberto Rey Expósito

2024

  1. BigDEC: A multi-algorithm Big Data tool based on the k-mer spectrum method for scalable short-read error correction

    Future Generation Computer Systems, Vol. 154, pp. 314-329

  2. Serverless-like platform for container-based YARN clusters

    Future Generation Computer Systems, Vol. 155, pp. 256-271

2023

  1. A pipeline architecture for feature-based unsupervised clustering using multivariate time series from HPC jobs

    Information Fusion, Vol. 93, pp. 1-20

  2. Accelerating the quality control of genetic sequences through stream processing

    Proceedings of the ACM Symposium on Applied Computing

  3. BDWatchdogFaaS: A Tool for Monitoring and Analysis of Functions-as-a-Service in Cloud Environment

    VI Congreso XoveTIC: impulsando el talento científico

  4. SeQual-Stream: approaching stream processing to quality control of NGS datasets

    BMC Bioinformatics, Vol. 24, Núm. 1

2022

  1. MPI-dot2dot: A parallel tool to find DNA tandem repeats on multicore clusters

    Journal of Supercomputing, Vol. 78, Núm. 3, pp. 4217-4235

  2. SparkEC: speeding up alignment-based DNA error correction tools

    BMC Bioinformatics, Vol. 23, Núm. 1

2021

  1. Performance Optimization of a Parallel Error Correction Tool †

    Engineering Proceedings, Vol. 7, Núm. 1

  2. RGen: Data Generator for Benchmarking Big Data Workloads †

    Engineering Proceedings, Vol. 7, Núm. 1

2020

  1. CUDA-JMI: Acceleration of feature selection on heterogeneous systems

    Future Generation Computer Systems, Vol. 102, pp. 426-436

  2. Enabling hardware affinity in jvm-based applications: A case study for big data

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Power Budgeting of Big Data Applications in Container-based Clusters

    Proceedings - IEEE International Conference on Cluster Computing, ICCC

  4. Real-time resource scaling platform for Big Data workloads on serverless environments

    Future Generation Computer Systems, Vol. 105, pp. 361-379

  5. SMusket: Spark-based DNA error correction on distributed-memory systems

    Future Generation Computer Systems, Vol. 111, pp. 698-713

  6. SeQual: Big Data Tool to Perform Quality Control and Data Preprocessing of Large NGS Datasets

    IEEE Access, Vol. 8, pp. 146075-146084

2019

  1. Accelerating binary biclustering on platforms with CUDA-enabled GPUs

    Information Sciences, Vol. 496, pp. 317-325

  2. HPC Tools to Deal with Microarray Data

    Methods in Molecular Biology (Humana Press Inc.), pp. 227-243

2018

  1. BDEv 3.0: Energy efficiency and microarchitectural characterization of Big Data processing frameworks

    Future Generation Computer Systems, Vol. 86, pp. 565-581

  2. BDWatchdog: Real-time monitoring and profiling of Big Data applications and frameworks

    Future Generation Computer Systems, Vol. 87, pp. 420-437