María S. Pérez

Orcid: 0000-0003-2949-3307

Affiliations:
  • Technical University of Madrid (UPM), Faculty of Informatics, Madrid, Spain (PhD 2003)


According to our database1, María S. Pérez authored at least 114 papers between 2001 and 2024.

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Bibliography

2024
A multivariable sensor-agnostic framework for spatio-temporal air quality forecasting based on Deep Learning.
Eng. Appl. Artif. Intell., January, 2024

Morph-KGC: Scalable knowledge graph materialization with mapping partitions.
Semantic Web, 2024

Advanced simulation-based predictive modelling for solar irradiance sensor farms.
CoRR, 2024

2023
LUBM4OBDA: Benchmarking OBDA Systems with Inference and Meta Knowledge.
J. Web Eng., 2023

Combining heterogeneous data sources for spatio-temporal mobility demand forecasting.
Inf. Fusion, 2023

Distributed training and inference of deep learning solar energy forecasting models.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023

Boosting Knowledge Graph Generation from Tabular Data with RML Views.
Proceedings of the Semantic Web - 20th International Conference, 2023

2022
Technologies and Applications for Big Data Value.
Proceedings of the Technologies and Applications for Big Data Value, 2022

2021
A Flexible and Robust Deep Learning-Based System for Solar Irradiance Forecasting.
IEEE Access, 2021

2020
Graph-based root cause analysis for service-oriented and microservice architectures.
J. Syst. Softw., 2020

Mission possible: Unify HPC and Big Data stacks towards application-defined blobs at the storage layer.
Future Gener. Comput. Syst., 2020

2018
FMonE: A Flexible Monitoring Solution at the Edge.
Wirel. Commun. Mob. Comput., 2018

Keeping up with storage: Decentralized, write-enabled dynamic geo-replication.
Future Gener. Comput. Syst., 2018

Using machine learning to optimize parallelism in big data applications.
Future Gener. Comput. Syst., 2018

Machine Learning-based Query Augmentation for SPARQL Endpoints.
Proceedings of the 14th International Conference on Web Information Systems and Technologies, 2018

SLoG: Large-Scale Logging Middleware for HPC and Big Data Convergence.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

KerA: Scalable Data Ingestion for Stream Processing.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

TýrFS: Increasing Small Files Access Performance with Dynamic Metadata Replication.
Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2017
Failure detector abstractions for MapReduce-based systems.
Inf. Sci., 2017

Reproducibility of execution environments in computational science using Semantics and Clouds.
Future Gener. Comput. Syst., 2017

Exploring Shared State in Key-Value Store for Window-Based Multi-Pattern Streaming Analytics.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

Towards a unified storage and ingestion architecture for stream processing.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Predicting Access to Persistent Objects Through Static Code Analysis.
Proceedings of the New Trends in Databases and Information Systems, 2017

2016
Fault Tolerance in MapReduce: A Survey.
Proceedings of the Resource Management for Big Data Platforms, 2016

Feedback-Based Resource Allocation in MapReduce-Based Systems.
Sci. Program., 2016

Týr: blob storage meets built-in transactions.
Proceedings of the International Conference for High Performance Computing, 2016

Towards Efficient Location and Placement of Dynamic Replicas for Geo-Distributed Data Stores.
Proceedings of the ACM 7th Workshop on Scientific Cloud Computing, 2016

Spark Versus Flink: Understanding Performance in Big Data Analytics Frameworks.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

2015
Towards Reproducibility in Scientific Workflows: An Infrastructure-Based Approach.
Sci. Program., 2015

Exploring Energy-Consistency Trade-Offs in Cassandra Cloud Storage System.
Proceedings of the 27th International Symposium on Computer Architecture and High Performance Computing, 2015

Diarchy: An Optimized Management Approach for MapReduce Masters.
Proceedings of the International Conference on Computational Science, 2015

2014
Standing Together for Reproducibility in Large-Scale Computing: Report on reproducibility@XSEDE.
CoRR, 2014

A Semantic-Based Approach to Attain Reproducibility of Computational Environments in Scientific Workflows: A Case Study.
Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014

Consistency Management in Cloud Storage Systems.
Proceedings of the Large Scale and Big Data - Processing and Management., 2014

2013
GMonE: A complete approach to cloud monitoring.
Future Gener. Comput. Syst., 2013

Topic 5: Parallel and Distributed Data Management - (Introduction).
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

Consistency in the Cloud: When Money Does Matter!
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

2012
Riding Out the Storm: How to Deal with the Complexity of Grid and Cloud Management.
J. Grid Comput., 2012

An autonomic framework for enhancing the quality of data grid services.
Future Gener. Comput. Syst., 2012

Semantic scheduling of virtualized infrastructures for scientific workflows.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

Enhanced failure detection mechanism in MapReduce.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

Harmony: Towards Automated Self-Adaptive Consistency in Cloud Storage.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

A Semantic Scheduler Architecture for Federated Hybrid Clouds.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011
Introduction.
Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

Grid Global Behavior Prediction.
Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

2010
A high performance suite of data services for grids.
Future Gener. Comput. Syst., 2010

A semantic collaborative awareness model to deal with resource sharing in grids.
Future Gener. Comput. Syst., 2010

Special Section: Grid computing, high-performance and distributed applications.
Future Gener. Comput. Syst., 2010

Special Issue: Grid Computing, High Performance and Distributed Application.
Concurr. Comput. Pract. Exp., 2010

Finding order in chaos: a behavior model of the whole grid.
Concurr. Comput. Pract. Exp., 2010

Improving Grid Fault Tolerance by Means of Global Behavior Modeling.
Proceedings of the Ninth International Symposium on Parallel and Distributed Computing, 2010

Using Global Behavior Modeling to Improve QoS in Cloud Data Storage Services.
Proceedings of the Cloud Computing, Second International Conference, 2010

2009
Covering the cooperative load balancing delivery in collaborative grid environments.
Multiagent Grid Syst., 2009

An agent architecture for managing data resources in a grid environment.
Future Gener. Comput. Syst., 2009

2008
A rule based resources management for collaborative grid environments.
Int. J. Internet Protoc. Technol., 2008

WE-AMBLE: a Workflow Engine To Manage Awareness in Collaborative Grid Environments.
Int. J. High Perform. Comput. Appl., 2008

The Grid as a Single Entity: Towards a Behavior Model of the Whole Grid.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008, 2008

GADA 2008 PC Co-chairs' Message.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008, 2008

2007
Improving GridFTP transfers by means of a multiagent parallel file system.
Multiagent Grid Syst., 2007

Special issue on grid computing, high-performance and distributed applications.
Multiagent Grid Syst., 2007

MAPFS-DAI, an extension of OGSA-DAI based on a parallel file system.
Future Gener. Comput. Syst., 2007

Special section: Security on grids and distributed systems.
Future Gener. Comput. Syst., 2007

Design and implementation of a data mining grid-aware architecture.
Future Gener. Comput. Syst., 2007

Special section: Data analysis, access and management on grids.
Future Gener. Comput. Syst., 2007

A Semantic Data Grid for Satellite Mission Quality Analysis.
Proceedings of the Workshop on First Industrial Results of Semantic Technologies, 2007

GADA 2007 PC Co-chairs' Message.
Proceedings of the On the Move to Meaningful Internet Systems 2007: CoopIS, 2007

Managing Dynamic Virtual Organizations to Get Effective Cooperation in Collaborative Grid Environments.
Proceedings of the On the Move to Meaningful Internet Systems 2007: CoopIS, 2007

An Agents-Based Cooperative Awareness Model to Cover Load Balancing Delivery in Grid Environments.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

A Collaborative-Aware Task Balancing Delivery Model for Clusters.
Proceedings of the Advances in Grid and Pervasive Computing, 2007

2006
MAPFS: A flexible multiagent parallel file system for clusters.
Future Gener. Comput. Syst., 2006

On Board: Sharing Resources in a Collaborative Grid-TV Environment.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

A Parallel Data Storage Interface to GridFTP.
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

GADA 2006 International Conference (Grid Computing, High-Performance and Distributed Applications) PC Co-chairs' Message.
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

A Collaborative Awareness Specification to Cover Load Balancing Delivery in CSCW Grid Applications.
Proceedings of the On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops, 2006

Semantic Grid Applications to Complex Satellite Mission Systems.
Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006

AMBLE: An Awareness Model for Balancing the Load in collaborative grid Environments.
Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006

Complex Data-Intensive Systems and Semantic Grid: Applications in Satellite Missions.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

GA-EDA: A New Hybrid Cooperative Search Evolutionary Algorithm.
Proceedings of the Towards a New Evolutionary Computation, 2006

2005
Are web self-assessment tools useful for training?
IEEE Trans. Educ., 2005

A new formalism for dynamic reconfiguration of data servers in a cluster.
J. Parallel Distributed Comput., 2005

Modelling the sqrt(N)+ROWA Model Approach Inside the WS-ReplicationResource.
Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

Providing Autonomic Features to a Data Grid.
Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

GADA 2005 PC Co-chairs' Message.
Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

ODESGS framework, knowledge-based markup for semantic grid services.
Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005), 2005

Extending the GA-EDA Hybrid Algorithm to Study Diversification and Intensification in GAs and EDAs.
Proceedings of the Advances in Intelligent Data Analysis VI, 2005

ODEGSG Framework, Knowledge-Based Annotation and Design of Grid Services.
Proceedings of the Service-Oriented Computing, 2005

A Mathematical Predictive Model for an Autonomic System to Grid Environments.
Proceedings of the Computational Science and Its Applications, 2005

DCP-Grid, a Framework for Conversational Distributed Transactions on Grid Environments.
Proceedings of the Computational Science, 2005

DCP-Grid A Framework for Concurrent Distributed Transactions on Grid Environments.
Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

Adapting the Weka Data Mining Toolkit to a Grid Based Environment.
Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

1st International Workshop on Knowledge and Data Mining Grid.
Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

2004
Bayesian network multi-classifiers for protein secondary structure prediction.
Artif. Intell. Medicine, 2004

A Report of Activities at the WIC-Spain Research Centre.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

A Flexible Two-Level I/O Architecture for Grids.
Proceedings of the Scientific Applications of Grid Computing, First International Workshop, 2004

GAM: A Grid Awareness Model for Grid Environments.
Proceedings of the Scientific Applications of Grid Computing, First International Workshop, 2004

Storage groups: A new approach for providing dynamic reconfiguration in data-based clusters.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2004

Improving Distributed Data Mining Techniques by Means of a Grid Infrastructure.
Proceedings of the On the Move to Meaningful Internet Systems 2004: OTM 2004 Workshops: OTM Confederated International Workshops and Posters, 2004

Workshop on Grid Computing and Its Application to Data Analysis (GADA) PC Co-chairs' Message.
Proceedings of the On the Move to Meaningful Internet Systems 2004: OTM 2004 Workshops: OTM Confederated International Workshops and Posters, 2004

GA-EDA: Hybrid Evolutionary Algorithm Using Genetic and Estimation of Distribution Algorithms.
Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Design and Evaluation of an Agent-Based Communication Model for a Parallel File System.
Proceedings of the Computational Science and Its Applications, 2004

Optimizations Based on Hints in a Parallel File System.
Proceedings of the Computational Science, 2004

Cooperation model of a multiagent parallel file system for clusters.
Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), 2004

Bayesian Methods to Estimate Future Load in Web Farms.
Proceedings of the Advances in Web Intelligence, 2004

2003
Improvement of Naïve Bayes Collaborative Filtering Using Interval Estimation.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Parallel Stochastic Search for Protein Secondary Structure Prediction.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

Interval Estimation Naïve Bayes.
Proceedings of the Advances in Intelligent Data Analysis V, 2003

A Flexible Multiagent Parallel File System for Clusters.
Proceedings of the Computational Science - ICCS 2003, 2003

An Approach to Estimate the Value of User Sessions Using Multiple Viewpoints and Goals.
Proceedings of the Web Mining: From Web to Semantic Web, 2003

Learning Semi Naïve Bayes Structures by Estimation of Distribution Algorithms.
Proceedings of the Progress in Artificial Intelligence, 2003

MAPFS-Grid: A Flexible Architecture for Data-Intensive Grid Applications.
Proceedings of the Grid Computing, 2003

Collaborative Filtering Using Interval Estimation Naïve Bayes.
Proceedings of the Web Intelligence, 2003

2002
An Optimization of Apriori Algorithm through the Usage of Parallel I/O and Hints.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

MAPFS_MAS: A Model of Interaction among Information Retrieval Agents.
Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002

2001
A New MultiAgent Based Architecture for High Performance I/O in Clusters.
Proceedings of the 30th International Workshops on Parallel Processing (ICPP 2001 Workshops), 2001


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