Energy-aware and Virtualisation Technologies

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Showing 1 - 10 results of 28

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

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