Josep Lluis Berral Garcia

2020

• Improving maritime traffic emission estimations on missing data with CRBMs

  Engineering Applications of Artificial Intelligence

  A. Gutierrez-Torre, J L. Berral, D. Buchaca, M. Guevara, A. Soret, and D. Carrera
• A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL

  Future Generation Computer Systems

  Z. Jakšić, N. Cadenelli, D. Buchaca Prats, J. Polo, J L. Berral, and D. Carrera Perez

2019

• Benchmarking Elastic Cloud Big Data Services Under SLA Constraints

  TPCTC 2019: Performance Evaluation and Benchmarking for the Era of Cloud(s)

  N. Poggi, V. Cuevas, D. Carrera, J L. Berral, T. Fenech, G. Gomez, D. Brini, A. Montero, U. Farooq, J. A. Blakeley, D. Kossmann, R. Ramakrishnan, and C. Szypersky
• Real-Time Data Center’s Telemetry Reduction and Reconstruction Using Markov Chain Models

  IEEE Systems Journal

  S-ur-R. Baig, W. Iqbal, J L. Berral, A. Erradi, and D. Carrera
• Adaptive Prediction Models for Data Center Resources Utilization Estimation

  IEEE Transactions on Network and Service Management

  S-ur-R. Baig, W. Iqbal, J L. Berral, A. Erradi, and D. Carrera
• Adaptive sliding windows for improved estimation of data center resource utilization

  Future Generation Computer Systems

  S-ur-R. Baig, W. Iqbal, J L. Berral, and D. Carrera
• Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions

  IEEE Transactions on Parallel and Distributed Processes

  Á. Villalba, J L. Berral, and D. Carrera

2018

• A resilient and distributed near real-time traffic forecasting application for Fog computing environments

  Future Generation Computer Systems

  J. LuisPerez, A. Gutierrez-Torre, J L. Berral, and D. Carrera

2017

• Automatic Generation of Workload Profiles using Unsupervised Learning Pipelines

  IEEE Transactions on Network and Service Management

  D. Buchaca, J L. Berral, and D. Carrera

2016

• ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis

  Proceedings of the Sixth Workshop on Big Data Benchmarking (6th WBDB)

  N. Poggi, J L. Berral, and D. Carrera