Emerging Technologies for Artificial Intelligence

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2022

ParlamentParla: A Speech Corpus of Catalan Parliamentary Sessions

Proceedings of the Workshop ParlaCLARIN III within the 13th Language Resources and Evaluation Conference

B. Kulebi, C. Armentano-Oller, C. Rodriguez-Penagos, and M. Villegas
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation

IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC'22)

G. Bravo, P. Liu, J. Guitart, A. Dholakia, D. Ellison, and M. Hodak
Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters

22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid'22)

P. Liu, G. Bravo, J. Guitart, A. Dholakia, D. Ellison, and M. Hodak
Scanflow: A multi-graph framework for machine learning workflow management, supervision, and debugging

Expert Systems with Applications

G. Bravo, P. Liu, J. Guitart, A. Dholakia, D. Ellison, J. Falkanger, and M. Hodak
Performance characterization of containerization for HPC workloads on InfiniBand clusters: an empirical study

Cluster Computing

P. Liu, and J. Guitart

2021

Performance comparison of multi-container deployment schemes for HPC workloads: an empirical study

Journal of Supercomputing

P. Liu, and J. Guitart
Scanflow: an end-to-end agent-based autonomic ML workflow manager for clusters

22nd International Middleware Conference: Demos and Posters

P. Liu, G. Bravo, J. Guitart, A. Dholakia, D. Ellison, and M. Hodak

2020

Big data deployment in containerized infrastructures through the interconnection of network namespaces

Software: Practice and Experience

C. Sauvanaud, A. Dholakia, J. Guitart, C. Kim, and P. Mayes

2019

Energy-Aware Dynamic Pricing Model for Cloud Environments

Lecture Notes on Computer Science (LNCS), 16th International Conference on Economics of Grids, Clouds, Systems, and Services (GECON'19)

P. Liu, G. Bravo, and J. Guitart

2017

PaaS-IaaS Inter-Layer Adaptation in an Energy-Aware Cloud Environment

IEEE Transactions on Sustainable Computing

K. Djemame, R. Bosch, R. Kavanagh, P. Alvarez, J. Ejarque, J. Guitart, and L. Blasi
Toward Sustainable Data Centers: a Comprehensive Energy Management Strategy

Computing

J. Guitart
Event Detection in Location-Based Social Networks

Data Science and Big Data: An Environment of Computational Intelligence

J. Capdevila, J. Cerquides, and J. Torres

2016

Energy Efficiency Support through Intra-Layer Cloud Stack Adaptation

Lecture Notes on Computer Science (LNCS), 13th International Conference on Economics of Grids, Clouds, Systems, and Services (GECON'16)

K. Djemame, R. Kavanagh, D. Armstrong, F. Lordan, J. Ejarque, M. Macías, R. Sirvent, J. Guitart, and R. M. Badia
A Methodology for Full-System Power Modeling in Heterogeneous Data Centers

9th IEEE/ACM International Conference on Utility and Cloud Computing (UCC'16)

M. Canuto, R. Bosch, M. Macías, and J. Guitart
A Risk Assessment Framework for Cloud Computing

IEEE Transactions on Cloud Computing

K. Djemame, D. Armstrong, J. Guitart, and M. Macías
D8-tree: a de-normalized approach for multidimensionaldata analysis on key-value databases

ICDCN '16 Proceedings of the 17th International Conference on Distributed Computing and Networking

C. Cugnasco, Y. Becerra, J. Torres, and E. Ayguade
BIGNASim: A NoSQL database structure and analysis portal for nucleic acids simulation data

Nucleic Acids Research

A. Hospital, P. Andrio, C. Cugnasco, L. Codó, Y. Becerra, P. Dans, F. Battistini, J. Torres, R. Goñi, M. Orozco, and J L. Gelpí
Integrated Policy Management Framework for IaaS Cloud Middleware

Computing

M. Canuto, and J. Guitart
Experimental and Numerical Analysis for Potential Heat Reuse in Liquid Cooled Data Centres

Energy Conversion and Management

A. Carbó, E. Oró, J. Salom, M. Canuto, M. Macías, and J. Guitart
Estimation and Forecasting of Ecological Efficiency of Virtual Machines

Future Generation Computer Systems

G. Katsaros, P. Stichler, J. Subirats, and J. Guitart
Analysis of a Trust Model for SLA Negotiation and Enforcement in Cloud Markets

Future Generation Computer Systems

M. Macías, and J. Guitart

2015

Multimedia Big Data Computing for In-depth Event Analysis

IEEE International Conference on Multimedia Big Data (BigMM 2015). Beijing, China, April 2015.

R. Tous, J. Torres, and E. Ayguade
Green Data Centers

Large-Scale Distributed Systems and Energy Efficiency: A holistic view

R.. Basmadjian, P.. Bouvry, G.. Da Costa, L.. Gyarmati, D.. Kliazovich, S.. Lafond, L.. Lefèvre, H.. De Meer, JM.. Pierson, R.. Pries, J. Torres, A. T. Trin, and U. S. Khan
Automatic Query Driven Data Modelling in Cassandra

Procedia Computer Science

R. Hernandez, Y. Becerra, J. Torres, and E. Ayguade
Experiences of Using Cassandra for Molecular Dynamics Simulation

2015 23rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing

R. Hernandez, C. Cugnasco, Y. Becerra, J. Torres, and E. Ayguade
Tweet-SCAN: An event discovery technique for geo-located tweets

Artificial Intelligence Research and Development. Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence

J. Capdevila, J. Cerquides, J. Nin, and J. Torres
INTRODUCCION A APACHE SPARK

M. Macías, M. Gomez, R. Tous, and J. Torres
Spark Deployment and Performance Evaluation on the MareNostrum Supercomputer

Big Data (Big Data), 2015 IEEE International Conference on

R. Tous, A. Gounaris, C. Tripiana, J. Torres, S. Girona, E. Ayguade, J. Labarta, Y. Becerra, D. Carrera, and M. Valero
Performance Evaluation of Microservices Architectures using Containers

14th IEEE International Symposium on Network Computing and Applications (IEEE NCA15)

M. Amaral, J. Polo, D. Carrera, I. Mohomed, and M. Unuvar
Matching Renewable Energy Supply and Demand in Green Datacenters

Ad Hoc Networks

Í. Goiri, M.. E. Haque, K. Le, R. Beauchea, T. D. Nguyen, J. Guitart, J. Torres, and R. Bianchini

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