Jordi Guitart Fernandez

2022

• 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