Publicacions

Exportar resultats com:

Mostrant 11 - 20 resultats de 47

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

Pàgines