Roberto R. Expósito

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 27

Top Topics

Unsupervised Clustering

Data Processing

Top Venues

Future Gener. Comput. Syst.

Concurr. Comput. Pract. Exp.

Publications

Roberto R. Expósito, Jorge González-Domínguez
BigDEC: A multi-algorithm Big Data tool based on the k-mer spectrum method for scalable short-read error correction. Future Gener. Comput. Syst. 154 (2024)
Óscar Castellanos-Rodríguez, Roberto R. Expósito, Jonatan Enes, Guillermo L. Taboada, Juan Touriño
Serverless-like platform for container-based YARN clusters. Future Gener. Comput. Syst. 155 (2024)
Jonatan Enes, Roberto R. Expósito, José D. Fuentes, Javier López Cacheiro, Juan Touriño
A pipeline architecture for feature-based unsupervised clustering using multivariate time series from HPC jobs. Inf. Fusion 93 (2023)
Óscar Castellanos-Rodríguez, Roberto R. Expósito, Juan Touriño
SeQual-Stream: approaching stream processing to quality control of NGS datasets. BMC Bioinform. 24 (1) (2023)
Óscar Castellanos-Rodríguez, Roberto R. Expósito, Juan Touriño
Accelerating the quality control of genetic sequences through stream processing. SAC (2023)
Roberto R. Expósito, Marco Martínez-Sánchez, Juan Touriño
SparkEC: speeding up alignment-based DNA error correction tools. BMC Bioinform. 23 (1) (2022)
Jorge González-Domínguez, José M. Martín-Martínez, Roberto R. Expósito
MPI-dot2dot: A parallel tool to find DNA tandem repeats on multicore clusters. J. Supercomput. 78 (3) (2022)
Jorge González-Domínguez, Roberto R. Expósito, Verónica Bolón-Canedo
CUDA-JMI: Acceleration of feature selection on heterogeneous systems. Future Gener. Comput. Syst. 102 (2020)
Jonatan Enes, Roberto R. Expósito, Juan Touriño
Real-time resource scaling platform for Big Data workloads on serverless environments. Future Gener. Comput. Syst. 105 (2020)
Roberto R. Expósito, Jorge González-Domínguez, Juan Touriño
SMusket: Spark-based DNA error correction on distributed-memory systems. Future Gener. Comput. Syst. 111 (2020)
Jonatan Enes, Guillaume Fieni, Roberto R. Expósito, Romain Rouvoy, Juan Touriño
Power Budgeting of Big Data Applications in Container-based Clusters. CLUSTER (2020)
Roberto R. Expósito, Roi Galego-Torreiro, Jorge González-Domínguez
SeQual: Big Data Tool to Perform Quality Control and Data Preprocessing of Large NGS Datasets. IEEE Access 8 (2020)
Roberto R. Expósito, Jorge Veiga, Juan Touriño
Enabling Hardware Affinity in JVM-Based Applications: A Case Study for Big Data. ICCS (1) (2020)
Jorge González-Domínguez, Roberto R. Expósito
Accelerating binary biclustering on platforms with CUDA-enabled GPUs. Inf. Sci. 496 (2019)
Jonatan Enes, Roberto R. Expósito, Juan Touriño
BDWatchdog: Real-time monitoring and profiling of Big Data applications and frameworks. Future Gener. Comput. Syst. 87 (2018)
Jorge Veiga, Jonatan Enes, Roberto R. Expósito, Juan Touriño
BDEv 3.0: Energy efficiency and microarchitectural characterization of Big Data processing frameworks. Future Gener. Comput. Syst. 86 (2018)
Jorge Veiga, Roberto R. Expósito, Bruno Raffin, Juan Touriño
Optimization of Real-World MapReduce Applications With Flame-MR: Practical Use Cases. IEEE Access 6 (2018)
Jonatan Enes, Javier López Cacheiro, Roberto R. Expósito, Juan Touriño
Big Data-Oriented PaaS Architecture with Disk-as-a-Resource Capability and Container-Based Virtualization. J. Grid Comput. 16 (4) (2018)
Jorge Veiga, Roberto R. Expósito, Guillermo L. Taboada, Juan Touriño
Enhancing in-memory efficiency for MapReduce-based data processing. J. Parallel Distributed Comput. 120 (2018)
Roberto R. Expósito, Jorge Veiga, Jorge González-Domínguez, Juan Touriño
MarDRe: efficient MapReduce-based removal of duplicate DNA reads in the cloud. Bioinform. 33 (17) (2017)
Jorge Veiga, Roberto R. Expósito, Guillermo L. Taboada, Juan Touriño
Analysis and evaluation of MapReduce solutions on an HPC cluster. Comput. Electr. Eng. 50 (2016)
Jorge Veiga, Roberto R. Expósito, Xoán C. Pardo, Guillermo L. Taboada, Juan Touriño
Performance evaluation of big data frameworks for large-scale data analytics. IEEE BigData (2016)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramón Doallo
Performance Evaluation of Data-Intensive Computing Applications on a Public IaaS Cloud. Comput. J. 59 (3) (2016)
Jorge Veiga, Roberto R. Expósito, Guillermo L. Taboada, Juan Touriño
Flame-MR: An event-driven architecture for MapReduce applications. Future Gener. Comput. Syst. 65 (2016)
Sabela Ramos, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño
Nonblocking collectives for scalable Java communications. Concurr. Comput. Pract. Exp. 27 (5) (2015)
Jorge Veiga, Roberto R. Expósito, Guillermo L. Taboada, Juan Touriño
MREv: An Automatic MapReduce Evaluation Tool for Big Data Workloads. ICCS (2015)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo
Low-latency Java communication devices on RDMA-enabled networks. Concurr. Comput. Pract. Exp. 27 (17) (2015)
Roberto R. Expósito, Sabela Ramos, Guillermo L. Taboada, Juan Touriño, Ramon Doallo
FastMPJ: a scalable and efficient Java message-passing library. Clust. Comput. 17 (3) (2014)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo
Evaluation of messaging middleware for high-performance cloud computing. Pers. Ubiquitous Comput. 17 (8) (2013)
Jorge Docampo, Sabela Ramos, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño, Ramon Doallo
Evaluation of Java for General Purpose GPU Computing. AINA Workshops (2013)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo
General-purpose computation on GPUs for high performance cloud computing. Concurr. Comput. Pract. Exp. 25 (12) (2013)
Jorge González-Domínguez, María J. Martín, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño
The Servet 3.0 benchmark suite: Characterization of network performance degradation. Comput. Electr. Eng. 39 (8) (2013)
Sabela Ramos, Guillermo L. Taboada, Roberto R. Expósito, Juan Touriño, Ramon Doallo
Design of Scalable Java Communication Middleware for Multi-Core Systems. Comput. J. 56 (2) (2013)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Juan Touriño, Ramon Doallo
Performance analysis of HPC applications in the cloud. Future Gener. Comput. Syst. 29 (1) (2013)
Guillermo L. Taboada, Sabela Ramos, Roberto R. Expósito, Juan Touriño, Ramon Doallo
Java in the High Performance Computing arena: Research, practice and experience. Sci. Comput. Program. 78 (5) (2013)
Roberto R. Expósito, Guillermo L. Taboada, Sabela Ramos, Jorge González-Domínguez, Juan Touriño, Ramon Doallo
Analysis of I/O Performance on an Amazon EC2 Cluster Compute and High I/O Platform. J. Grid Comput. 11 (4) (2013)
Roberto R. Expósito, Guillermo L. Taboada, Juan Touriño, Ramon Doallo
Design of scalable Java message-passing communications over InfiniBand. J. Supercomput. 61 (1) (2012)