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ORCIDJosep Lluís Berral
Josep Lluis Berral – Josep Lluis Berral-Garcia
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2020 – today
- 2024
[c33]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: 397-404- [c32]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: 1-4 - [c31]Aniol Bisquert, Achraf Hmimou, Josep Lluis Berral, Alberto Gutierrez-Torre, Oscar Romero:
HealthMesh: An Architectural Framework for Federated Healthcare Data Management. DOLAP 2024: 45-54 - [c30]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: 144-152 - [c29]Maria Pegia, Ferran Agullo Lopez, Anastasia Moumtzidou, Alberto Gutierrez-Torre, Björn Þór Jónsson, Josep Lluis Berral-Garcia, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris:
Time-Quality Tradeoff of MuseHash Query Processing Performance. MMM (3) 2024: 270-283 - [i12]Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluís Berral:
Towards Pareto Optimal Throughput in Small Language Model Serving. CoRR abs/2404.03353 (2024) - [i11]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 abs/2407.00052 (2024) - [i10]Diego Marrón, Aaron Call, Josep Lluís Berral, Ramon Nou:
Enabling an OpenStack-based cloud on top of RISC-V hardware. CoRR abs/2407.12008 (2024) - 2023
- [c28]Felipe Albuquerque Portella, Paulo J. B. Estrela, Renzo Q. Malini, Luan Teylo, Josep Lluís Berral, Lúcia M. A. Drummond:
MScheduler: Leveraging Spot Instances for High-Performance Reservoir Simulation in the Cloud. CloudCom 2023: 99-106 - [c27]Ramon Canal, Cristiano Pegoraro Chenet, Aggelos Arelakis, José-María Arnau, Josep Lluís Berral, Aaron Call, 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, Alex Torregrosa:
VITAMIN-V: Virtual Environment and Tool-Boxing for Trustworthy Development of RISC-V Based Cloud Services. DSD 2023: 302-308 - [c26]Gonzalo Gomez-Sanchez, Aaron Call, Xavier Teruel, Lorena Alonso, Ignasi Moran, Miguel Angel Perez, David Torrents, Josep Lluís Berral:
Challenges and Opportunities for RISC-V Architectures Towards Genomics-Based Workloads. ISC Workshops 2023: 458-471 - [i9]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:
Vitamin-V: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Services. CoRR abs/2305.10982 (2023) - [i8]Gonzalo Gomez-Sanchez, Aaron Call, Xavier Teruel, Lorena Alonso, Ignasi Moran, Miguel Angel Perez, David Torrents, Josep Lluís Berral:
Challenges and Opportunities for RISC-V Architectures towards Genomics-based Workloads. CoRR abs/2306.15562 (2023) - 2022
- [j19]Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, Pubudu Madhawa Silva, Josep Lluís Berral, David Carrera:
Towards automatic model specialization for edge video analytics. Future Gener. Comput. Syst. 134: 399-413 (2022) - [j18]Alberto Gutierrez-Torre, Kiyana Bahadori, Shuja Ur Rehman Baig, Waheed Iqbal, Tullio Vardanega, Josep Lluís Berral, David Carrera:
Automatic Distributed Deep Learning Using Resource-Constrained Edge Devices. IEEE Internet Things J. 9(16): 15018-15029 (2022) - [j17]Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral:
TunaOil: A tuning algorithm strategy for reservoir simulation workloads. J. Comput. Sci. 63: 101811 (2022) - [j16]Muhammad Abdullah, Waheed Iqbal, Josep Lluis Berral, Jorda Polo, David Carrera:
Burst-Aware Predictive Autoscaling for Containerized Microservices. IEEE Trans. Serv. Comput. 15(3): 1448-1460 (2022) - [c25]Josep Lluís Berral, Oriol Aranda, Juan Luis Domínguez, Jordi Torres:
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation. IPDPS Workshops 2022: 1045-1052 - [i7]Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral:
TunaOil: A Tuning Algorithm Strategy for Reservoir Simulation Workloads. CoRR abs/2208.02606 (2022) - 2021
- [c24]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: 404-409 - [c23]Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, Josep Lluís Berral, David Carrera:
Large-Scale Video Analytics Through Object-Level Consolidation. SmartCity360° 2021: 155-171 - [i6]Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, Josep Lluis Berral, Pubudu Madhawa Silva, David Carrera:
Towards Unsupervised Fine-Tuning for Edge Video Analytics. CoRR abs/2104.06826 (2021) - [i5]Josep Lluis Berral, Oriol Aranda, Juan Luis Domínguez, Jordi Torres:
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation. CoRR abs/2110.15884 (2021) - 2020
- [j15]Alberto Gutierrez-Torre, Josep Lluís Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera:
Improving maritime traffic emission estimations on missing data with CRBMs. Eng. Appl. Artif. Intell. 94: 103793 (2020) - [j14]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: 201-211 (2020) - [j13]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: 212-224 (2020) - [j12]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: 155-166 (2020) - [j11]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): 2039-2051 (2020) - [c22]David Buchaca Prats, Josep Lluís Berral, Chen Wang, Alaa Youssef:
Proactive Container Auto-scaling for Cloud Native Machine Learning Services. CLOUD 2020: 475-479 - [c21]Josep Lluís Berral, Chen Wang, Alaa Youssef:
AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management. HotCloud 2020 - [i4]David Buchaca Prats, Joan Marcual, Josep Lluís Berral, David Carrera:
Sequence-to-sequence models for workload interference. CoRR abs/2006.14429 (2020) - [i3]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 abs/2009.03001 (2020)
2010 – 2019
- 2019
- [j10]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): 4039-4050 (2019) - [j9]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): 1681-1693 (2019) - [j8]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): 486-500 (2019) - [c20]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: 1-18 - 2018
- [j7]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: 198-212 (2018) - [j6]David Buchaca Prats, Josep Lluis Berral, David Carrera:
Automatic Generation of Workload Profiles Using Unsupervised Learning Pipelines. IEEE Trans. Netw. Serv. Manag. 15(1): 142-155 (2018) - [c19]Josep Lluis Berral-Garcia:
When and How to Apply Statistics, Machine Learning and Deep Learning Techniques. ICTON 2018: 1-4 - 2017
- [j5]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): 480-493 (2017) - 2016
- [c18]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: 1432-1443 - [c17]Josep Lluis Berral, Nicolás Poggi:
Database Integrated Analytics Using R: Initial Experiences with SQL-Server + R. ICDM Workshops 2016: 1-7 - [c16]Josep Lluis Berral-Garcia:
A quick view on current techniques and machine learning algorithms for big data analytics. ICTON 2016: 1-4 - 2015
- [c15]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: 1220-1229 - [c14]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: 1701-1710 - [c13]Nicolás Poggi, Josep Lluis Berral, David Carrera:
ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis. WBDB 2015: 71-84 - [i2]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 abs/1511.02030 (2015) - [i1]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 abs/1511.02037 (2015) - 2014
- [j4]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: 142-151 (2014) - [c12]Josep Lluis Berral, Iñigo Goiri, Thu D. Nguyen, Ricard Gavaldà, Jordi Torres, Ricardo Bianchini:
Building Green Cloud Services at Low Cost. ICDCS 2014: 449-460 - 2013
- [b1]Josep Lluís Berral:
Improved self-management of datacenter systems applying machine learning. Polytechnic University of Catalonia, Spain, 2013 - [j3]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): 23-30 (2013) - [c11]Josep Lluis Berral, Ricard Gavaldà, Jordi Torres:
Power-Aware Multi-data Center Management Using Machine Learning. ICPP 2013: 858-867 - [c10]Josep Lluis Berral, Ricard Gavaldà, Jordi Torres:
Empowering automatic data-center management with machine learning. SAC 2013: 170-172 - 2012
- [j2]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): 718-731 (2012) - 2011
- [c9]Josep Lluis Berral, Ricard Gavaldà, Jordi Torres:
Adaptive Scheduling on Power-Aware Managed Data-Centers Using Machine Learning. GRID 2011: 66-73 - 2010
- [c8]Iñigo Goiri, Ferran Julià, Ramon Nou, Josep Lluis Berral, Jordi Guitart, Jordi Torres:
Energy-Aware Scheduling in Virtualized Datacenters. CLUSTER 2010: 58-67 - [c7]Javier Alonso, Jordi Torres, Josep Lluis Berral, Ricard Gavaldà:
Adaptive on-line software aging prediction based on machine learning. DSN 2010: 507-516 - [c6]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: 215-224 - [c5]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: 25-32 - [c4]Javier Alonso, Jordi Torres, Josep Lluis Berral, Ricard Gavaldà:
J2EE instrumentation for software aging root cause application component determination with AspectJ. IPDPS Workshops 2010: 1-8
2000 – 2009
- 2009
- [j1]Nicolás Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà, Jordi Torres:
Self-adaptive utility-based web session management. Comput. Networks 53(10): 1712-1721 (2009) - 2008
- [c3]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: 43-50 - [c2]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: 197-198 - 2007
- [c1]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: 450-454
Coauthor Index
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