Josep Lluis Berral

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Referential Integrity

Top Venues

Future Gener. Comput. Syst.

IEEE Trans. Netw. Serv. Manag.

Publications

Francesco Regazzoni, Gergely Ács, Albert Zoltan Aszalos, Christos Avgerinos, Nikolaos Bakalos, Josep Lluis Berral, Joppe W. Bos, Marco Brohet, Andrés G. Castillo Sanz, Gareth T. Davies, Stefanos Florescu, Pierre-Elisée Flory, Alberto Gutierrez-Torre, Evangelos Haleplidis, Alice Héliou, Sotirios Ioannidis, Alexander Islam El-Kady, Katarzyna Kapusta, Konstantina Karagianni, Pieter Kruizinga, Kyrian Maat, Zoltán Ádám Mann, Kalliopi Mastoraki, SeoJeong Moon, Maja Nisevic, Balázs Pejó, Kostas Papagiannopoulos, Vassilis Paliouras, Paolo Palmieri, Francesca Palumbo, Juan Carlos Pérez Baun, Péter Pollner, Eduard Porta-Pardo, Luca Pulina, Muhammad Ali Siddiqi, Daniela Spajic, Christos Strydis, Georgios Tasopoulos, Vincent Thouvenot, Christos Tselios, Apostolos P. Fournaris
SECURED for Health: Scaling Up Privacy to Enable the Integration of the European Health Data Space. DATE (2024)
Rubén Tous, Felix Freitag, Josep Lluis Berral
On the Relation Between Open Project-Based Learning in Undergraduate Computer Science Education and Contemporary Technological Trends. CSEDU (2) (2024)
Ramon Canal, Stefano Di Carlo, Dimitris Gizopoulos, Alberto Scionti, Francesco Lubrano, Josep Lluis Berral, Aaron Call, Diego Marron, Konstantinos Nikas, Dionisios N. Pnevmatikatos, Daniel Raho, Alvise Rigo, Yannis Papaefstathiou, José-María Arnau, Angelos Arelakis
Vitamin-V: Expanding Open-Source RISC-V Cloud Environments. CoRR (2024)
Aniol Bisquert, Achraf Hmimou, Josep Lluis Berral, Alberto Gutierrez-Torre, Oscar Romero
HealthMesh: An Architectural Framework for Federated Healthcare Data Management. DOLAP (2024)
Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluis Berral
Towards Pareto Optimal Throughput in Small Language Model Serving. EuroMLSys@EuroSys (2024)
Aggelos Arelakis, J. M. Arnau, Josep Lluis Berral, Aaron Call, Ramon Canal, S. Di Carlo, J. Costa, Dimitris Gizopoulos, Vasileios Karakostas, Francesco Lubrano, Konstantinos Nikas, Y. Nikolakopoulos, Beatriz Otero, George Papadimitriou, Ioannis Papaefstathiou, Dionisios N. Pnevmatikatos, Daniel Raho, Alvise Rigo, E. Rodríguez, Alessandro Savino, Alberto Scionti, Nikolaos Tampouratzis, Antonio J. Torregrosa
Vitamin-V: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Services. CoRR (2023)
Muhammad Abdullah, Waheed Iqbal, Josep Lluis Berral, Jorda Polo, David Carrera
Burst-Aware Predictive Autoscaling for Containerized Microservices. IEEE Trans. Serv. Comput. 15 (3) (2022)
Josep Lluis Berral, David Buchaca Prats, Claudia Herron, Chen Wang, Alaa Youssef
Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud. CLOUD (2021)
Daniel Rivas, Francesc Guim, Jordà Polo, Josep Lluis Berral, Pubudu M. Silva, David Carrera
Towards Unsupervised Fine-Tuning for Edge Video Analytics. CoRR (2021)
Josep Lluis Berral, Oriol Aranda, Juan Luis Domínguez, Jordi Torres
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation. CoRR (2021)
David Buchaca Prats, Joan Marcual, Josep Lluis Berral, David Carrera
Sequence-to-sequence models for workload interference prediction on batch processing datacenters. Future Gener. Comput. Syst. 110 (2020)
Zoran Jaksic, Nicola Cadenelli, David Buchaca Prats, Jordà Polo, Josep Lluis Berral, David Carrera
A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL. Future Gener. Comput. Syst. 104 (2020)
Alberto Gutierrez-Torre, Josep Lluis Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera
Improving Maritime Traffic Emission Estimations on Missing Data with CRBMs. CoRR (2020)
Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, David Carrera
Adaptive sliding windows for improved estimation of data center resource utilization. Future Gener. Comput. Syst. 104 (2020)
David Buchaca Prats, Felipe Albuquerque Portella, Carlos H. A. Costa, Josep Lluis Berral
You Only Run Once: Spark Auto-Tuning From a Single Run. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Shuja Ur Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera
Adaptive Prediction Models for Data Center Resources Utilization Estimation. IEEE Trans. Netw. Serv. Manag. 16 (4) (2019)
Nicolás Poggi, Víctor Cuevas-Vicenttín, Josep Lluis Berral, Thomas Fenech, Gonzalo Gómez, Davide Brini, Alejandro Montero, David Carrera, Umar Farooq Minhas, José A. Blakeley, Donald Kossmann, Raghu Ramakrishnan, Clemens A. Szyperski
Benchmarking Elastic Cloud Big Data Services Under SLA Constraints. TPCTC (2019)
Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera
Real-Time Data Center's Telemetry Reduction and Reconstruction Using Markov Chain Models. IEEE Syst. J. 13 (4) (2019)
Álvaro Villalba, Josep Lluis Berral, David Carrera
Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions. IEEE Trans. Parallel Distributed Syst. 30 (3) (2019)
Juan Luis Pérez, Alberto Gutierrez-Torre, Josep Lluis Berral, David Carrera
A resilient and distributed near real-time traffic forecasting application for Fog computing environments. Future Gener. Comput. Syst. 87 (2018)
David Buchaca Prats, Josep Lluis Berral, David Carrera
Automatic Generation of Workload Profiles Using Unsupervised Learning Pipelines. IEEE Trans. Netw. Serv. Manag. 15 (1) (2018)
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
ALOJA: A Framework for Benchmarking and Predictive Analytics in Hadoop Deployments. IEEE Trans. Emerg. Top. Comput. 5 (4) (2017)
Josep Lluis Berral, Nicolás Poggi
Database Integrated Analytics Using R: Initial Experiences with SQL-Server + R. ICDM Workshops (2016)
Nicolás Poggi, Josep Lluis Berral, Thomas Fenech, David Carrera, José A. Blakeley, Umar Farooq Minhas, Nikola Vujic
The state of SQL-on-Hadoop in the cloud. IEEE BigData (2016)
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
ALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deployments. CoRR (2015)
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments. KDD (2015)
Nicolás Poggi, Josep Lluis Berral, David Carrera, Aaron Call, Fabrizio Gagliardi, Rob Reinauer, Nikola Vujic, Daron Green, José A. Blakeley
From performance profiling to predictive analytics while evaluating hadoop cost-efficiency in ALOJA. IEEE BigData (2015)
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments. CoRR (2015)
Nicolás Poggi, Josep Lluis Berral, David Carrera
ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis. WBDB (2015)
Luis Velasco, Adrian Asensio, Josep Lluis Berral, Edoardo Bonetto, Francesco Musumeci, Víctor López
Elastic operations in federated datacenters for performance and cost optimization. Comput. Commun. 50 (2014)
Josep Lluis Berral, Iñigo Goiri, Thu D. Nguyen, Ricard Gavaldà, Jordi Torres, Ricardo Bianchini
Building Green Cloud Services at Low Cost. ICDCS (2014)
Luis Velasco, Adria Asensio, Alberto Castro, Josep Lluis Berral, David Carrera, Víctor López, Juan P. Fernández Palacios
Cross-stratum orchestration and flexgrid optical networks for data center federations. IEEE Netw. 27 (6) (2013)
Josep Lluis Berral, Ricard Gavaldà, Jordi Torres
Power-Aware Multi-data Center Management Using Machine Learning. ICPP (2013)
Josep Lluis Berral, Ricard Gavaldà, Jordi Torres
Empowering automatic data-center management with machine learning. SAC (2013)
Iñigo Goiri, Josep Lluis Berral, Josep Oriol Fitó, Ferran Julià, Ramon Nou, Jordi Guitart, Ricard Gavaldà, Jordi Torres
Energy-efficient and multifaceted resource management for profit-driven virtualized data centers. Future Gener. Comput. Syst. 28 (5) (2012)
Josep Lluis Berral, Ricard Gavaldà, Jordi Torres
Adaptive Scheduling on Power-Aware Managed Data-Centers Using Machine Learning. GRID (2011)
Iñigo Goiri, Josep Oriol Fitó, Ferran Julià, Ramon Nou, Josep Lluis Berral, Jordi Guitart, Jordi Torres
Multifaceted resource management for dealing with heterogeneous workloads in virtualized data centers. GRID (2010)
Josep Lluis Berral, Iñigo Goiri, Ramon Nou, Ferran Julià, Jordi Guitart, Ricard Gavaldà, Jordi Torres
Towards energy-aware scheduling in data centers using machine learning. e-Energy (2010)
Javier Alonso, Jordi Torres, Josep Lluis Berral, Ricard Gavaldà
Adaptive on-line software aging prediction based on machine learning. DSN (2010)
Iñigo Goiri, Ferran Julià, Ramon Nou, Josep Lluis Berral, Jordi Guitart, Jordi Torres
Energy-Aware Scheduling in Virtualized Datacenters. CLUSTER (2010)
Javier Alonso, Jordi Torres, Josep Lluis Berral, Ricard Gavaldà
J2EE instrumentation for software aging root cause application component determination with AspectJ. IPDPS Workshops (2010)
Nicolás Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà, Jordi Torres
Self-adaptive utility-based web session management. Comput. Networks 53 (10) (2009)
Jordi Torres, David Carrera, Vicenç Beltran, Nicolás Poggi, Kevin Hogan, Josep Lluis Berral, Ricard Gavaldà, Eduard Ayguadé, Toni Moreno, Jordi Guitart
Tailoring Resources: The Energy Efficient Consolidation Strategy Goes Beyond Virtualization. ICAC (2008)
Josep Lluis Berral, Nicolás Poggi, Javier Alonso, Ricard Gavaldà, Jordi Torres, Manish Parashar
Adaptive distributed mechanism against flooding network attacks based on machine learning. AISec (2008)
Nicolás Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà, Jordi Torres
Web Customer Modeling for Automated Session Prioritization on High Traffic Sites. User Modeling (2007)