Jordi Torres

Data Min. Knowl. Discov., 2018

Importance Weighted Evolution Strategies.

[BibT_eX]

[DOI]

Víctor Campos

Xavier Giró-i-Nieto

CoRR, 2018

A Methodology for Spark Parameter Tuning.

[BibT_eX]

[DOI]

Anastasios Gounaris

Big Data Res., 2018

A Left-to-Right Algorithm for Likelihood Estimation in Gamma-Poisson Factor Analysis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Cross-modal Embeddings for Video and Audio Retrieval.

[BibT_eX]

[DOI]

Dídac Surís

Amanda Cardoso Duarte

Amaia Salvador

Xavier Giró-i-Nieto

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Dynamic Configuration of Partitioning in Spark Applications.

[BibT_eX]

[DOI]

Anastasios Gounaris

Georgia Kougka

Rubén Tous

Carlos Tripiana Montes

IEEE Trans. Parallel Distributed Syst., 2017

Tweet-SCAN: An event discovery technique for geo-located tweets.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

PyCOMPSs: Parallel computational workflows in Python.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2017

Recurrent Neural Networks for Semantic Instance Segmentation.

[BibT_eX]

[DOI]

CoRR, 2017

Detection-aided liver lesion segmentation using deep learning.

[BibT_eX]

[DOI]

Miriam Bellver

Kevis-Kokitsi Maninis

CoRR, 2017

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Junting Pan

Cristian Canton-Ferrer

CoRR, 2017

Disentangling Motion, Foreground and Background Features in Videos.

[BibT_eX]

[DOI]

Cristian Canton-Ferrer

CoRR, 2017

Exploiting Key-Value Data Stores Scalability for HPC.

[BibT_eX]

[DOI]

Proceedings of the 46th International Conference on Parallel Processing Workshops, 2017

Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2017

ParaView + Alya + D8tree: Integrating High Performance Computing and High Performance Data Analytics.

[BibT_eX]

[DOI]

Antoni Artigues

Cesare Cugnasco

Yolanda Becerra

Fernando M. Cucchietti

Proceedings of the International Conference on Computational Science, 2017

Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016

BIGNASim: a NoSQL database structure and analysis portal for nucleic acids simulation data.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2016

Hierarchical Object Detection with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Spark Parameter Tuning via Trial-and-Error.

[BibT_eX]

[DOI]

Panagiotis Petridis

Anastasios Gounaris

Proceedings of the Advances in Big Data, 2016

D8-tree: a de-normalized approach for multidimensional data analysis on key-value databases.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Distributed Computing and Networking, 2016

Scaling DBSCAN-like Algorithms for Event Detection Systems in Twitter.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

User-generated content curation with deep convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Matching renewable energy supply and demand in green datacenters.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2015

Experiences of Using Cassandra for Molecular Dynamics Simulations.

[BibT_eX]

[DOI]

Proceedings of the 23rd Euromicro International Conference on Parallel, 2015

Automatic Query Driven Data Modelling in Cassandra.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2015

Multimedia Big Data Computing for In-Depth Event Analysis.

[BibT_eX]

[DOI]

Rubén Tous

Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Spark deployment and performance evaluation on the MareNostrum supercomputer.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

A methodology for the evaluation of high response time on E-commerce users and sales.

[BibT_eX]

[DOI]

Inf. Syst. Frontiers, 2014

Towards the Cloudification of the Social Networks Analytics.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2014

Building Green Cloud Services at Low Cost.

[BibT_eX]

[DOI]

Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Profit-aware cloud resource provisioner for ecommerce.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

Adaptive MapReduce Scheduling in Shared Environments.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

ALOJA: A systematic study of Hadoop deployment variables to enable automated characterization of cost-effectiveness.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Deadline-Based MapReduce Workload Management.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2013

Empowering automatic data-center management with machine learning.

[BibT_eX]

[DOI]

Josep Lluis Berral

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Enabling Distributed Key-Value Stores with Low Latency-Impact Snapshot Support.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 12th International Symposium on Network Computing and Applications, 2013

Power-Aware Multi-data Center Management Using Machine Learning.

[BibT_eX]

[DOI]

Josep Lluis Berral

Proceedings of the 42nd International Conference on Parallel Processing, 2013

Aeneas: A Tool to Enable Applications to Effectively Use Non-Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2013

2012

Autonomic Placement of Mixed Batch and Transactional Workloads.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2012

Perch and Its Parasites as Heavy Metal Biomonitors in a Freshwater Environment: The Case Study of the Ružín Water Reservoir, Slovakia.

[BibT_eX]

[DOI]

Sensors, 2012

Economic model of a Cloud provider operating in a federated Cloud.

[BibT_eX]

[DOI]

Iñigo Goiri

Inf. Syst. Frontiers, 2012

Energy-efficient and multifaceted resource management for profit-driven virtualized data centers.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2012

Energy accounting for shared virtualized environments under DVFS using PMC-based power models.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2012

GreenHadoop: leveraging green energy in data-processing frameworks.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Computer Systems, 2012

2011

A path to achieving a self-managed Grid middleware.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2011

GreenSlot: scheduling energy consumption in green datacenters.

[BibT_eX]

[DOI]

Proceedings of the Conference on High Performance Computing Networking, 2011

Resource-Aware Adaptive Scheduling for MapReduce Clusters.

[BibT_eX]

[DOI]

Proceedings of the Middleware 2011, 2011

Optimal Resource Allocation in a Virtualized Software Aging Platform with Software Rejuvenation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 22nd International Symposium on Software Reliability Engineering, 2011

Intelligent Placement of Datacenters for Internet Services.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Adaptive Scheduling on Power-Aware Managed Data-Centers Using Machine Learning.

[BibT_eX]

[DOI]

Josep Lluis Berral

Proceedings of the 12th IEEE/ACM International Conference on Grid Computing, 2011

2010

Holistic Management for a more Energy-Efficient Cloud Computing.

[BibT_eX]

[DOI]

ERCIM News, 2010

Maximizing revenue in Grid markets using an economically enhanced resource manager.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2010

A survey on performance management for internet applications.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2010

Exploiting semantics and virtualization for SLA-driven resource allocation in service providers.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2010

Checkpoint-based fault-tolerant infrastructure for virtualized service providers.

[BibT_eX]

[DOI]

Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010

J2EE instrumentation for software aging root cause application component determination with AspectJ.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Characterization of workload and resource consumption for an online travel and booking site.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Workload Characterization, 2010

Energy-aware, power-aware, and Green Computing for large distributed systems and applications.

[BibT_eX]

[DOI]

Proceedings of the 2010 International Conference on High Performance Computing & Simulation, 2010

Performance Management of Accelerated MapReduce Workloads in Heterogeneous Clusters.

[BibT_eX]

[DOI]

Proceedings of the 39th International Conference on Parallel Processing, 2010

Multifaceted resource management for dealing with heterogeneous workloads in virtualized data centers.

[BibT_eX]

[DOI]

Proceedings of the 2010 11th IEEE/ACM International Conference on Grid Computing, 2010

Accurate energy accounting for shared virtualized environments using PMC-based power modeling techniques.

[BibT_eX]

[DOI]

Proceedings of the 2010 11th IEEE/ACM International Conference on Grid Computing, 2010

Towards energy-aware scheduling in data centers using machine learning.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking, 2010

Adaptive on-line software aging prediction based on machine learning.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/IFIP International Conference on Dependable Systems and Networks, 2010

Energy-Aware Scheduling in Virtualized Datacenters.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Cluster Computing, 2010

Characterizing Cloud Federation for Enhancing Providers' Profit.

[BibT_eX]

[DOI]

Iñigo Goiri

Proceedings of the IEEE International Conference on Cloud Computing, 2010

Extended Resource Management Using Client Classification and Economic Enhancements.

[BibT_eX]

[DOI]

Proceedings of the Economic Models and Algorithms for Distributed Systems, 2010

Enforcing Service Level Agreements Using an Economically Enhanced Resource Manager.

[BibT_eX]

[DOI]

Proceedings of the Economic Models and Algorithms for Distributed Systems, 2010

2009

Using Virtualization to Improve Software Rejuvenation.

[BibT_eX]

[DOI]

Luís Moura Silva

IEEE Trans. Computers, 2009

Autonomic QoS control in enterprise Grid environments using online simulation.

[BibT_eX]

[DOI]

J. Syst. Softw., 2009

Creating Power-Aware Middleware for Energy-Efficient Data Centres.

[BibT_eX]

[DOI]

ERCIM News, 2009

Self-adaptive utility-based web session management.

[BibT_eX]

[DOI]

Comput. Networks, 2009

Introducing Virtual Execution Environments for Application Lifecycle Management and SLA-Driven Resource Distribution within Service Providers.

[BibT_eX]

[DOI]

Proceedings of The Eighth IEEE International Symposium on Networking Computing and Applications, 2009

Speeding Up Distributed MapReduce Applications Using Hardware Accelerators.

[BibT_eX]

[DOI]

Proceedings of the ICPP 2009, 2009

Heterogeneous QoS Resource Manager with Prediction.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems, 2009

Work in Progress: Building a Distributed Generic Stress Tool for Server Performance and Behavior Analysis.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems, 2009

Predicting Web Server Crashes: A Case Study in Comparing Prediction Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Autonomic and Autonomous Systems, 2009

CellMT: A cooperative multithreading library for the Cell/B.E.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on High Performance Computing, 2009

Edición y visualización de información vectorial en aplicaciones SIG.

[BibT_eX]

[DOI]

Proceedings of the XIX Spanish Computer Graphics Conference, 2009

2008

A hybrid connector for efficient web servers.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Netw., 2008

Dynamic CPU provisioning for self-managed secure web applications in SMP hosting platforms.

[BibT_eX]

[DOI]

Comput. Networks, 2008

Utility-based placement of dynamic Web applications with fairness goals.

[BibT_eX]

[DOI]

Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008

Enabling Resource Sharing between Transactional and Batch Workloads Using Dynamic Application Placement.

[BibT_eX]

[DOI]

Proceedings of the Middleware 2008, 2008

Reducing wasted resources to help achieve green data centers.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Understanding tuning complexity in multithreaded and hybrid web servers.

[BibT_eX]

[DOI]

Vicenç Beltran

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Improving Web Server Performance Through Main Memory Compression.

[BibT_eX]

[DOI]

Vicenç Beltran

Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

Tailoring Resources: The Energy Efficient Consolidation Strategy Goes Beyond Virtualization.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Conference on Autonomic Computing, 2008

Managing SLAs of heterogeneous workloads using dynamic application placement.

[BibT_eX]

[DOI]

Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008

SLA-Driven Semantically-Enhanced Dynamic Resource Allocator for Virtualized Service Providers.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on e-Science, 2008

Towards Self-adaptable Monitoring Framework for Self-healing.

[BibT_eX]

[DOI]

Proceedings of the Grid and Services Evolution, 2008

Edición de Escenas 3D sobre OpenSceneGraph.

[BibT_eX]

[DOI]

Proceedings of the XVIII Spanish Computer Graphics Conference, 2008

Representación Vectorial 3D en un Sistema de Información Geográfica.

[BibT_eX]

[DOI]

Proceedings of the XVIII Spanish Computer Graphics Conference, 2008

Visualización Esférica de Terreno 3D para Sistemas de Información Geográfica.

[BibT_eX]

[DOI]

Proceedings of the XVIII Spanish Computer Graphics Conference, 2008

Adaptive distributed mechanism against flooding network attacks based on machine learning.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Security and Artificial Intelligence, 2008

Using Semantics for Resource Allocation in Computing Service Providers.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

Designing an overload control strategy for secure e-commerce applications.

[BibT_eX]

[DOI]

Comput. Networks, 2007

Economically Enhanced Resource Management for Internet Service Utilities.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering, 2007

Autonomic QoS-Aware resource management in grid computing using online performance models.

[BibT_eX]

[DOI]

Samuel Kounev

Proceedings of the 2nd International Conference on Performance Evaluation Methodolgies and Tools, 2007

Web Customer Modeling for Automated Session Prioritization on High Traffic Sites.

[BibT_eX]

[DOI]

Proceedings of the User Modeling 2007, 11th International Conference, 2007

Monitoring and Analysis Framework for Grid Middleware.

[BibT_eX]

[DOI]

Proceedings of the 15th Euromicro International Conference on Parallel, 2007

Differentiated Quality of Service for e-Commerce Applications through Connection Scheduling based on System-Level Thread Priorities.

[BibT_eX]

[DOI]

Proceedings of the 15th Euromicro International Conference on Parallel, 2007

Using Virtualization to Improve Software Rejuvenation.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Symposium on Network Computing and Applications (NCA 2007), 12, 2007

Improving disk bandwidth-bound applications through main memory compression.

[BibT_eX]

[DOI]

Vicenç Beltran

Proceedings of the 2007 workshop on MEmory performance, 2007

Should the grid middleware look to self-managing capabilities?

[BibT_eX]

[DOI]

Ferran Julià

Proceedings of the International Symposium on Autonomous Decentralized Systems (ISADS 2007), 2007

Dynamic Resource Provisioning for Self-Adaptive Heterogeneous Workloads in SMP Hosting Platforms.

[BibT_eX]

Proceedings of the ICE-B 2007, 2007

High-available grid services through the use of virtualized clustering.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE/ACM International Conference on Grid Computing (GRID 2007), 2007

Building Online Performance Models of Grid Middleware with Fine-Grained Load-Balancing: A Globus Toolkit Case Study.

[BibT_eX]

[DOI]

Samuel Kounev

Proceedings of the Formal Methods and Stochastic Models for Performance Evaluation, 2007

Dependable Grid Services: A Case Study with OGSA-DAI.

[BibT_eX]

[DOI]

Proceedings of the Towards Next Generation Grids, 2007

Carrying the Crash-Only Software Concept to the Legacy Application Servers.

[BibT_eX]

[DOI]

Luís Moura Silva

Proceedings of the Making Grids Work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, 2007

2006

Experiences with Simulations - A Light and Fast Model for Secure Web Applications.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006

Simulating and Modeling Secure Web Applications.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2006

Monitoring and analysing a Grid Middleware Node.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006

2005

Tuning Dynamic Web Applications using Fine-Grain Analysis.

[BibT_eX]

[DOI]

Proceedings of the 13th Euromicro Workshop on Parallel, 2005

WAS Control Center: An Autonomic Performance-Triggered Tracing Environment for WebSphere.

[BibT_eX]

[DOI]

Proceedings of the 13th Euromicro Workshop on Parallel, 2005

Characterizing Secure Dynamic Web Applications Scalability.

[BibT_eX]

[DOI]

Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

Session-Based Adaptive Overload Control for Secure Dynamic Web Applications.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Parallel Processing (ICPP 2005), 2005

A Hybrid Web Server Architecture for e-Commerce Applications.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

A Hybrid Web Server Architecture for Secure e-Business Web Applications.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing and Communications, 2005

2004

Evaluating the Scalability of Java Event-Driven Web Servers.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Parallel Processing (ICPP 2004), 2004

2003

Complete instrumentation requirements for performance analysis of Web based technologies.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software, 2003

Application/Kernel Cooperation Towards the Efficient Execution of Shared-Memory Parallel Java Codes.

[BibT_eX]

[DOI]

Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

2001

Strategies for the efficient exploitation of loop-level parallelism in Java.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2001

Performance Analysis Tools for Parallel Java Applications on Shared-memory Systems.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Parallel Processing, 2001

1997

High Performance Fortran Implementations: A Survey.

[BibT_eX]

[DOI]

Sci. Program., 1997

1996

Loop Parallelization: Revisiting Framework of Unimodular Transformations.

[BibT_eX]

[DOI]

Proceedings of the 4th Euromicro Workshop on Parallel and Distributed Processing (PDP '96), 1996

1994

Detecting and Using Affinity in an Automatic Data Distribution Tool.

[BibT_eX]

[DOI]

Proceedings of the Languages and Compilers for Parallel Computing, 1994

1993

Align and Distribute-based Linear Loop Transformations.

[BibT_eX]

[DOI]

Proceedings of the Languages and Compilers for Parallel Computing, 1993

Partitioning the Statement per Iteration Space Using Non-Singular Matrices.

[BibT_eX]

[DOI]