María S. Pérez

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 15

Top Topics

Machine Learning

Root Cause Analysis

Top Venues

Future Gener. Comput. Syst.

ScienceCloud@HPDC

Publications

Ignacio-Iker Prado-Rujas, Emilio Serrano, Antonio García Dopico, M. Luisa Córdoba, María S. Pérez
Combining heterogeneous data sources for spatio-temporal mobility demand forecasting. Inf. Fusion 91 (2023)
Ignacio-Iker Prado-Rujas, Antonio García Dopico, Emilio Serrano, María S. Pérez
A Flexible and Robust Deep Learning-Based System for Solar Irradiance Forecasting. IEEE Access 9 (2021)
Pierre Matri, Yevhen Alforov, Álvaro Brandón, María S. Pérez, Alexandru Costan, Gabriel Antoniu, Michael Kuhn, Philip H. Carns, Thomas Ludwig
Mission possible: Unify HPC and Big Data stacks towards application-defined blobs at the storage layer. Future Gener. Comput. Syst. 109 (2020)
Álvaro Brandón, Marc Solé, Alberto Huélamo, David Solans, María S. Pérez, Victor Muntés-Mulero
Graph-based root cause analysis for service-oriented and microservice architectures. J. Syst. Softw. 159 (2020)
Mariano Rico, Rizkallah Touma, Anna Queralt, María S. Pérez
Machine Learning-based Query Augmentation for SPARQL Endpoints. WEBIST (2018)
Álvaro Brandón Hernández, María S. Pérez, Smrati Gupta, Victor Muntés-Mulero
Using machine learning to optimize parallelism in big data applications. Future Gener. Comput. Syst. 86 (2018)
Álvaro Brandón, María S. Pérez, Jesús Montes, Alberto Sánchez
FMonE: A Flexible Monitoring Solution at the Edge. Wirel. Commun. Mob. Comput. 2018 (2018)
Pierre Matri, Philip H. Carns, Robert B. Ross, Alexandru Costan, María S. Pérez, Gabriel Antoniu
SLoG: Large-Scale Logging Middleware for HPC and Big Data Convergence. ICDCS (2018)
Pierre Matri, María S. Pérez, Alexandru Costan, Luc Bougé, Gabriel Antoniu
Keeping up with storage: Decentralized, write-enabled dynamic geo-replication. Future Gener. Comput. Syst. 86 (2018)
Pierre Matri, María S. Pérez, Alexandru Costan, Gabriel Antoniu
TýrFS: Increasing Small Files Access Performance with Dynamic Metadata Replication. CCGrid (2018)
Bunjamin Memishi, María S. Pérez, Gabriel Antoniu
Failure detector abstractions for MapReduce-based systems. Inf. Sci. 379 (2017)
Rizkallah Touma, Anna Queralt, Toni Cortes, María S. Pérez
Predicting Access to Persistent Objects Through Static Code Analysis. ADBIS (Short Papers and Workshops) (2017)
Bunjamin Memishi, María S. Pérez, Gabriel Antoniu
Feedback-Based Resource Allocation in MapReduce-Based Systems. Sci. Program. 2016 (2016)
Pierre Matri, Alexandru Costan, Gabriel Antoniu, Jesús Montes, María S. Pérez
Towards Efficient Location and Placement of Dynamic Replicas for Geo-Distributed Data Stores. ScienceCloud@HPDC (2016)
Pierre Matri, Alexandru Costan, Gabriel Antoniu, Jesús Montes, María S. Pérez
Týr: blob storage meets built-in transactions. SC (2016)
Jesús Montes, Alberto Sánchez, Bunjamin Memishi, María S. Pérez, Gabriel Antoniu
GMonE: A complete approach to cloud monitoring. Future Gener. Comput. Syst. 29 (8) (2013)
Alberto Sánchez, Jesús Montes, María S. Pérez, Toni Cortes
An autonomic framework for enhancing the quality of data grid services. Future Gener. Comput. Syst. 28 (7) (2012)
Jesús Montes, Alberto Sánchez, María S. Pérez
Riding Out the Storm: How to Deal with the Complexity of Grid and Cloud Management. J. Grid Comput. 10 (3) (2012)
Jesús Montes, Alberto Sánchez, María S. Pérez
Grid Global Behavior Prediction. CCGRID (2011)
Pilar Herrero, Daniel S. Katz, María S. Pérez, Domenico Talia
Special Section: Grid computing, high-performance and distributed applications. Future Gener. Comput. Syst. 26 (2) (2010)
Alberto Sánchez, María S. Pérez, Jesús Montes, Toni Cortes
A high performance suite of data services for grids. Future Gener. Comput. Syst. 26 (4) (2010)
María S. Pérez, Pilar Herrero, Dennis Gannon, Daniel S. Katz
Special Issue: Grid Computing, High Performance and Distributed Application. Concurr. Comput. Pract. Exp. 22 (11) (2010)
Manuel Salvadores, Pilar Herrero, José Luis Bosque, María S. Pérez
A semantic collaborative awareness model to deal with resource sharing in grids. Future Gener. Comput. Syst. 26 (2) (2010)
Jesús Montes, Bogdan Nicolae, Gabriel Antoniu, Alberto Sánchez, María S. Pérez
Using Global Behavior Modeling to Improve QoS in Cloud Data Storage Services. CloudCom (2010)
Jesús Montes, Alberto Sánchez, Julio J. Valdés, María S. Pérez, Pilar Herrero
Finding order in chaos: a behavior model of the whole grid. Concurr. Comput. Pract. Exp. 22 (11) (2010)
María S. Pérez, Alberto Sánchez, Jemal H. Abawajy, Víctor Robles, José M. Peña
An agent architecture for managing data resources in a grid environment. Future Gener. Comput. Syst. 25 (7) (2009)
Pilar Herrero, José Luis Bosque, María S. Pérez
Covering the cooperative load balancing delivery in collaborative grid environments. Multiagent Grid Syst. 5 (3) (2009)
Jesús Montes, Alberto Sánchez, Julio J. Valdés, María S. Pérez, Pilar Herrero
The Grid as a Single Entity: Towards a Behavior Model of the Whole Grid. OTM Conferences (1) (2008)
Pilar Herrero, José Luis Bosque, Manuel Salvadores, María S. Pérez
WE-AMBLE: a Workflow Engine To Manage Awareness in Collaborative Grid Environments. Int. J. High Perform. Comput. Appl. 22 (3) (2008)
Pilar Herrero, José Luis Bosque, Manuel Salvadores, María S. Pérez
A rule based resources management for collaborative grid environments. Int. J. Internet Protoc. Technol. 3 (1) (2008)
Pilar Herrero, Daniel S. Katz, María S. Pérez, Dennis Gannon
GADA 2008 PC Co-chairs' Message. OTM Conferences (1) (2008)
Pilar Herrero, Daniel S. Katz, María S. Pérez, Domenico Talia
GADA 2007 PC Co-chairs' Message. OTM Conferences (2) (2007)
María S. Pérez, Alberto Sánchez, Víctor Robles, Pilar Herrero, José M. Peña
Design and implementation of a data mining grid-aware architecture. Future Gener. Comput. Syst. 23 (1) (2007)
María S. Pérez, Bin Xiao
Special section: Security on grids and distributed systems. Future Gener. Comput. Syst. 23 (6) (2007)
Alberto Sánchez, María S. Pérez, Pierre Gueant, Jesús Montes, Pilar Herrero, Toni Cortes
Improving GridFTP transfers by means of a multiagent parallel file system. Multiagent Grid Syst. 3 (4) (2007)
Pilar Herrero, José Luis Bosque, Manuel Salvadores, María S. Pérez
Managing Dynamic Virtual Organizations to Get Effective Cooperation in Collaborative Grid Environments. OTM Conferences (2) (2007)
Pilar Herrero, José Luis Bosque, María S. Pérez
An Agents-Based Cooperative Awareness Model to Cover Load Balancing Delivery in Grid Environments. OTM Workshops (1) (2007)
Pilar Herrero, María S. Pérez
Special issue on grid computing, high-performance and distributed applications. Multiagent Grid Syst. 3 (4) (2007)
José Luis Bosque, Pilar Herrero, Manuel Salvadores, María S. Pérez
A Collaborative-Aware Task Balancing Delivery Model for Clusters. GPC (2007)
María S. Pérez, Pilar Herrero
Special section: Data analysis, access and management on grids. Future Gener. Comput. Syst. 23 (1) (2007)
Alberto Sánchez, María S. Pérez, Konstantinos Karasavvas, Pilar Herrero, Antonio Pérez
MAPFS-DAI, an extension of OGSA-DAI based on a parallel file system. Future Gener. Comput. Syst. 23 (1) (2007)
María S. Pérez, Jesús Carretero, Félix García Carballeira, José M. Peña, Víctor Robles
MAPFS: A flexible multiagent parallel file system for clusters. Future Gener. Comput. Syst. 22 (5) (2006)
Pilar Herrero, José Luis Bosque, Manuel Salvadores, María S. Pérez
AMBLE: An Awareness Model for Balancing the Load in collaborative grid Environments. GRID (2006)
Pilar Herrero, María S. Pérez, Domenico Talia, Albert Y. Zomaya
GADA 2006 International Conference (Grid Computing, High-Performance and Distributed Applications) PC Co-chairs' Message. OTM Conferences (2) (2006)
Manuel Sánchez-Gestido, L. Blanco-Abruña, María S. Pérez, Rafael González-Cabero, Asunción Gómez-Pérez, Óscar Corcho
Semantic Grid Applications to Complex Satellite Mission Systems. GRID (2006)
Pilar Herrero, José Luis Bosque, Manuel Salvadores, María S. Pérez
On Board: Sharing Resources in a Collaborative Grid-TV Environment. Web Intelligence (2006)
Pilar Herrero, José Luis Bosque, Manuel Salvadores, María S. Pérez
A Collaborative Awareness Specification to Cover Load Balancing Delivery in CSCW Grid Applications. OTM Workshops (1) (2006)
Alberto Sánchez, María S. Pérez, Pierre Gueant, Jesús Montes, Pilar Herrero
A Parallel Data Storage Interface to GridFTP. OTM Conferences (2) (2006)
Manuel Salvadores, Pilar Herrero, María S. Pérez, Alberto Sánchez
Modelling the sqrt(N)+ROWA Model Approach Inside the WS-ReplicationResource. OTM Workshops (2005)
Pilar Herrero, María S. Pérez, Víctor Robles
1st International Workshop on Knowledge and Data Mining Grid. AWIC (2005)
María S. Pérez, Alberto Sánchez, Pilar Herrero, Víctor Robles, José M. Peña
Adapting the Weka Data Mining Toolkit to a Grid Based Environment. AWIC (2005)
Pilar Herrero, María S. Pérez, Víctor Robles, Jan Humble
GADA 2005 PC Co-chairs' Message. OTM Workshops (2005)
María S. Pérez, Alberto Sánchez, José M. Peña, Víctor Robles
A new formalism for dynamic reconfiguration of data servers in a cluster. J. Parallel Distributed Comput. 65 (10) (2005)
María S. Pérez, Alberto Sánchez, Ramiro Aparicio, Pilar Herrero, Manuel Salvadores
Providing Autonomic Features to a Data Grid. OTM Workshops (2005)
María S. Pérez, Pilar Herrero, Francisco M. Sánchez, Víctor Robles
Are web self-assessment tools useful for training? IEEE Trans. Educ. 48 (4) (2005)
Víctor Robles, José M. Peña, María S. Pérez, Pilar Herrero, Óscar Cubo
Extending the GA-EDA Hybrid Algorithm to Study Diversification and Intensification in GAs and EDAs. IDA (2005)
Alberto Sánchez, María S. Pérez
A Mathematical Predictive Model for an Autonomic System to Grid Environments. ICCSA (3) (2005)
Manuel Salvadores, Pilar Herrero, María S. Pérez, Víctor Robles
DCP-Grid A Framework for Concurrent Distributed Transactions on Grid Environments. AWIC (2005)
Manuel Salvadores, Pilar Herrero, María S. Pérez, Víctor Robles
DCP-Grid, a Framework for Conversational Distributed Transactions on Grid Environments. International Conference on Computational Science (3) (2005)
Alberto Sánchez, María S. Pérez, Víctor Robles, José M. Peña, Pilar Herrero
A Flexible Two-Level I/O Architecture for Grids. SAG (2004)
Pilar Herrero, María S. Pérez, Ernestina Menasalvas Ruiz, Javier Segovia
A Report of Activities at the WIC-Spain Research Centre. Web Intelligence (2004)
Pilar Herrero, María S. Pérez, Milena Radenkovic, Víctor Robles
Workshop on Grid Computing and Its Application to Data Analysis (GADA) PC Co-chairs' Message. OTM Workshops (2004)
María S. Pérez, Alberto Sánchez, Víctor Robles, José M. Peña, Fernando Pérez
Optimizations Based on Hints in a Parallel File System. International Conference on Computational Science (2004)
Víctor Robles, Pedro Larrañaga, José M. Peña, Ernestina Menasalvas Ruiz, María S. Pérez, Vanessa Herves, Anita Wasilewska
Bayesian network multi-classifiers for protein secondary structure prediction. Artif. Intell. Medicine 31 (2) (2004)
María S. Pérez, Alberto Sánchez, José M. Peña, Víctor Robles, Jesús Carretero, Félix García
Storage groups: A new approach for providing dynamic reconfiguration in data-based clusters. Parallel and Distributed Computing and Networks (2004)
Alberto Sánchez, José M. Peña, María S. Pérez, Víctor Robles, Pilar Herrero
Improving Distributed Data Mining Techniques by Means of a Grid Infrastructure. OTM Workshops (2004)
María S. Pérez, Alberto Sánchez, Víctor Robles, José M. Peña, Jemal H. Abawajy
Cooperation model of a multiagent parallel file system for clusters. CCGRID (2004)
María S. Pérez, Alberto Sánchez, Jemal H. Abawajy, Víctor Robles, José M. Peña
Design and Evaluation of an Agent-Based Communication Model for a Parallel File System. ICCSA (2) (2004)
José M. Peña, Víctor Robles, Oscar Marbán, María S. Pérez
Bayesian Methods to Estimate Future Load in Web Farms. AWIC (2004)
José M. Peña, Víctor Robles, Pedro Larrañaga, Vanessa Herves, Francisco Rosales, María S. Pérez
GA-EDA: Hybrid Evolutionary Algorithm Using Genetic and Estimation of Distribution Algorithms. IEA/AIE (2004)
Pilar Herrero, María S. Pérez, Víctor Robles
GAM: A Grid Awareness Model for Grid Environments. SAG (2004)
Ernestina Menasalvas Ruiz, Socorro Millán, María S. Pérez, Esther Hochsztain, Andrómaca Tasistro
An Approach to Estimate the Value of User Sessions Using Multiple Viewpoints and Goals. EWMF (2003)
Víctor Robles, Pedro Larrañaga, Ernestina Menasalvas Ruiz, María S. Pérez, Vanessa Herves
Improvement of Naïve Bayes Collaborative Filtering Using Interval Estimation. Web Intelligence (2003)
María S. Pérez, Jesús Carretero, Félix García, José M. Peña, Víctor Robles
MAPFS-Grid: A Flexible Architecture for Data-Intensive Grid Applications. European Across Grids Conference (2003)
María S. Pérez, Jesús Carretero, Félix García, José M. Peña, Víctor Robles
A Flexible Multiagent Parallel File System for Clusters. International Conference on Computational Science (2003)
Víctor Robles, María S. Pérez, Vanessa Herves, José M. Peña, Pedro Larrañaga
Parallel Stochastic Search for Protein Secondary Structure Prediction. PPAM (2003)
Víctor Robles, Pedro Larrañaga, José M. Peña, Ernestina Menasalvas Ruiz, María S. Pérez
Interval Estimation Naïve Bayes. IDA (2003)
Víctor Robles, Pedro Larrañaga, José M. Peña, María S. Pérez, Ernestina Menasalvas Ruiz, Vanessa Herves
Learning Semi Naïve Bayes Structures by Estimation of Distribution Algorithms. EPIA (2003)
Víctor Robles, Pedro Larrañaga, José M. Peña, Oscar Marbán, F. Javier Crespo, María S. Pérez
Collaborative Filtering Using Interval Estimation Naïve Bayes. AWIC (2003)
María S. Pérez, Félix García, Jesús Carretero
MAPFS_MAS: A Model of Interaction among Information Retrieval Agents. CCGRID (2002)
María S. Pérez, Ramón A. Pons, Félix García, Jesús Carretero, María L. Córdoba
An Optimization of Apriori Algorithm through the Usage of Parallel I/O and Hints. Rough Sets and Current Trends in Computing (2002)
María S. Pérez, Félix García, Jesús Carretero
A New MultiAgent Based Architecture for High Performance I/O in Clusters. ICPP Workshops (2001)