Josep Lluis Berral

47 papers A* 1A 3B 3C 2Misc 1Journal 23Unranked 14
YearRankTypeTitle / Venue / Authors
2024 B conf
Data-Connector: An Agent-Based Framework for Autonomous ML-Based Smart Management in Cloud-Edge Continuum.
ICNP
Peini Liu, Joan Oliveras Torra, Marc Palacín, Jordi Guitart, Josep Lluis Berral, Ramon Nou
2024 J jnl
FRIDA: Free-Rider Detection using Privacy Attacks.
CoRR
Pol G. Recasens, Ádám Horváth, Alberto Gutierrez-Torre, Jordi Torres, Josep Lluis Berral, Balázs Pejó
2024 C conf
HealthMesh: An Architectural Framework for Federated Healthcare Data Management.
DOLAP
Aniol Bisquert, Achraf Hmimou, Josep Lluis Berral, Alberto Gutierrez-Torre, Oscar Romero
2024 — conf
On the Relation Between Open Project-Based Learning in Undergraduate Computer Science Education and Contemporary Technological Trends.
CSEDU (2)
Rubén Tous, Felix Freitag, Josep Lluis Berral
2024 A conf
SECURED for Health: Scaling Up Privacy to Enable the Integration of the European Health Data Space.
DATE
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
2024 — conf
Towards Pareto Optimal Throughput in Small Language Model Serving.
EuroMLSys@EuroSys
Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluis Berral
2024 J jnl
Vitamin-V: Expanding Open-Source RISC-V Cloud Environments.
CoRR
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
2023 J jnl
Vitamin-V: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Services.
CoRR
Aggelos Arelakis, José-María Arnau, Josep Lluis Berral, Aaron Call, Ramon Canal, Stefano Di Carlo, Juan José Costa, Dimitris Gizopoulos, Vasileios Karakostas, Francesco Lubrano, Konstantinos Nikas, Yiannis Nikolakopoulos, Beatriz Otero, George Papadimitriou, Ioannis Papaefstathiou, Dionisios N. Pnevmatikatos, Daniel Raho, Alvise Rigo, Eva Rodríguez, Alessandro Savino, Alberto Scionti, Nikolaos Tampouratzis, Antonio J. Torregrosa
2022 J jnl
Burst-Aware Predictive Autoscaling for Containerized Microservices.
IEEE Trans. Serv. Comput.
Muhammad Abdullah, Waheed Iqbal, Josep Lluis Berral, Jorda Polo, David Carrera
2021 J jnl
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation.
CoRR
Josep Lluis Berral, Oriol Aranda, Juan Luis Domínguez, Jordi Torres
2021 B conf
Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud.
CLOUD
Josep Lluis Berral, David Buchaca Prats, Claudia Herron, Chen Wang, Alaa Youssef
2021 J jnl
Towards Unsupervised Fine-Tuning for Edge Video Analytics.
CoRR
Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, Josep Lluis Berral, Pubudu Madhawa Silva, David Carrera
2020 J jnl
A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL.
Future Gener. Comput. Syst.
Zoran Jaksic, Nicola Cadenelli, David Buchaca Prats, Jordà Polo, Josep Lluis Berral, David Carrera
2020 J jnl
Adaptive sliding windows for improved estimation of data center resource utilization.
Future Gener. Comput. Syst.
Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, David Carrera
2020 J jnl
Improving Maritime Traffic Emission Estimations on Missing Data with CRBMs.
CoRR
Alberto Gutierrez-Torre, Josep Lluis Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera
2020 J jnl
Sequence-to-sequence models for workload interference prediction on batch processing datacenters.
Future Gener. Comput. Syst.
David Buchaca Prats, Joan Marcual, Josep Lluis Berral, David Carrera
2020 J jnl
You Only Run Once: Spark Auto-Tuning From a Single Run.
IEEE Trans. Netw. Serv. Manag.
David Buchaca Prats, Felipe Albuquerque Portella, Carlos H. A. Costa, Josep Lluis Berral
2019 J jnl
Adaptive Prediction Models for Data Center Resources Utilization Estimation.
IEEE Trans. Netw. Serv. Manag.
Shuja Ur Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera
2019 — conf
Benchmarking Elastic Cloud Big Data Services Under SLA Constraints.
TPCTC
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
2019 J jnl
Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions.
IEEE Trans. Parallel Distributed Syst.
Álvaro Villalba, Josep Lluis Berral, David Carrera
2019 J jnl
Real-Time Data Center's Telemetry Reduction and Reconstruction Using Markov Chain Models.
IEEE Syst. J.
Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera
2018 J jnl
A resilient and distributed near real-time traffic forecasting application for Fog computing environments.
Future Gener. Comput. Syst.
Juan Luis Pérez, Alberto Gutierrez-Torre, Josep Lluis Berral, David Carrera
2018 J jnl
Automatic Generation of Workload Profiles Using Unsupervised Learning Pipelines.
IEEE Trans. Netw. Serv. Manag.
David Buchaca Prats, Josep Lluis Berral, David Carrera
2017 J jnl
ALOJA: A Framework for Benchmarking and Predictive Analytics in Hadoop Deployments.
IEEE Trans. Emerg. Top. Comput.
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
2016 — conf
Database Integrated Analytics Using R: Initial Experiences with SQL-Server + R.
ICDM Workshops
Josep Lluis Berral, Nicolás Poggi
2016 — conf
The state of SQL-on-Hadoop in the cloud.
IEEE BigData
Nicolás Poggi, Josep Lluis Berral, Thomas Fenech, David Carrera, José A. Blakeley, Umar Farooq Minhas, Nikola Vujic
2015 A* conf
ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments.
KDD
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
2015 J jnl
ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments.
CoRR
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
2015 — conf
ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis.
WBDB
Nicolás Poggi, Josep Lluis Berral, David Carrera
2015 J jnl
ALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deployments.
CoRR
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
2015 — conf
From performance profiling to predictive analytics while evaluating hadoop cost-efficiency in ALOJA.
IEEE BigData
Nicolás Poggi, Josep Lluis Berral, David Carrera, Aaron Call, Fabrizio Gagliardi, Rob Reinauer, Nikola Vujic, Daron Green, José A. Blakeley
2014 A conf
Building Green Cloud Services at Low Cost.
ICDCS
Josep Lluis Berral, Iñigo Goiri, Thu D. Nguyen, Ricard Gavaldà, Jordi Torres, Ricardo Bianchini
2014 J jnl
Elastic operations in federated datacenters for performance and cost optimization.
Comput. Commun.
Luis Velasco, Adrian Asensio, Josep Lluis Berral, Edoardo Bonetto, Francesco Musumeci, Víctor López
2013 J jnl
Cross-stratum orchestration and flexgrid optical networks for data center federations.
IEEE Netw.
Luis Velasco, Adria Asensio, Alberto Castro, Josep Lluis Berral, David Carrera, Víctor López, Juan P. Fernández Palacios
2013 Misc conf
Empowering automatic data-center management with machine learning.
SAC
Josep Lluis Berral, Ricard Gavaldà, Jordi Torres
2013 B conf
Power-Aware Multi-data Center Management Using Machine Learning.
ICPP
Josep Lluis Berral, Ricard Gavaldà, Jordi Torres
2012 J jnl
Energy-efficient and multifaceted resource management for profit-driven virtualized data centers.
Future Gener. Comput. Syst.
Iñigo Goiri, Josep Lluis Berral, Josep Oriol Fitó, Ferran Julià, Ramon Nou, Jordi Guitart, Ricard Gavaldà, Jordi Torres
2011 — conf
Adaptive Scheduling on Power-Aware Managed Data-Centers Using Machine Learning.
GRID
Josep Lluis Berral, Ricard Gavaldà, Jordi Torres
2010 A conf
Adaptive on-line software aging prediction based on machine learning.
DSN
Javier Alonso, Jordi Torres, Josep Lluis Berral, Ricard Gavaldà
2010 C conf
Energy-Aware Scheduling in Virtualized Datacenters.
CLUSTER
Iñigo Goiri, Ferran Julià, Ramon Nou, Josep Lluis Berral, Jordi Guitart, Jordi Torres
2010 — conf
J2EE instrumentation for software aging root cause application component determination with AspectJ.
IPDPS Workshops
Javier Alonso, Jordi Torres, Josep Lluis Berral, Ricard Gavaldà
2010 — conf
Multifaceted resource management for dealing with heterogeneous workloads in virtualized data centers.
GRID
Iñigo Goiri, Josep Oriol Fitó, Ferran Julià, Ramon Nou, Josep Lluis Berral, Jordi Guitart, Jordi Torres
2010 — conf
Towards energy-aware scheduling in data centers using machine learning.
e-Energy
Josep Lluis Berral, Iñigo Goiri, Ramon Nou, Ferran Julià, Jordi Guitart, Ricard Gavaldà, Jordi Torres
2009 J jnl
Self-adaptive utility-based web session management.
Comput. Networks
Nicolás Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà, Jordi Torres
2008 — conf
Adaptive distributed mechanism against flooding network attacks based on machine learning.
AISec
Josep Lluis Berral, Nicolás Poggi, Javier Alonso, Ricard Gavaldà, Jordi Torres, Manish Parashar
2008 — conf
Tailoring Resources: The Energy Efficient Consolidation Strategy Goes Beyond Virtualization.
ICAC
Jordi Torres, David Carrera, Vicenç Beltran, Nicolás Poggi, Kevin Hogan, Josep Lluis Berral, Ricard Gavaldà, Eduard Ayguadé, Toni Moreno, Jordi Guitart
2007 — conf
Web Customer Modeling for Automated Session Prioritization on High Traffic Sites.
User Modeling
Nicolás Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà, Jordi Torres