Follow
Peini Liu
Peini Liu
Verified email at bsc.es
Title
Cited by
Cited by
Year
A multi-level self-adaptation approach for microservice systems
S Zhang, M Zhang, L Ni, P Liu
2019 IEEE 4th International Conference on Cloud Computing and Big Data …, 2019
172019
Performance comparison of multi-container deployment schemes for HPC workloads: an empirical study
P Liu, J Guitart
The Journal of Supercomputing 77 (6), 6273-6312, 2021
142021
Performance characterization of containerization for HPC workloads on InfiniBand clusters: an empirical study
P Liu, J Guitart
Cluster Computing 25 (2), 847-868, 2022
122022
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging
G Bravo-Rocca, P Liu, J Guitart, A Dholakia, D Ellison, J Falkanger, ...
Expert Systems with Applications 202, 117232, 2022
82022
Towards Reference Architecture for a Multi-layer Controlled Self-adaptive Microservice System.
P Liu, X Mao, S Zhang, F Hou
SEKE, 236-235, 2018
72018
Scanflow-k8s: Agent-based framework for autonomic management and supervision of ML workflows in kubernetes clusters
P Liu, G Bravo-Rocca, J Guitart, A Dholakia, D Ellison, M Hodak
2022 22nd IEEE International Symposium on Cluster, Cloud and Internet …, 2022
62022
Scanflow: An end-to-end agent-based autonomic ml workflow manager for clusters
P Liu, G Bravo-Rocca, J Guitart, A Dholakia, D Ellison, M Hodak
Proceedings of the 22nd International Middleware Conference: Demos and …, 2021
62021
Generalized nash equilibrium model of the service provisioning problem in multi-cloud competitions
P Liu, X Mao, F Hou, S Zhang
2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2018
62018
Fine-grained scheduling for containerized hpc workloads in kubernetes clusters
P Liu, J Guitart
2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th …, 2022
42022
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation
G Bravo-Rocca, P Liu, J Guitart, A Dholakia, D Ellison, M Hodak
2022 IEEE 46th Annual Computers, Software, and Applications Conference …, 2022
32022
Energy-aware dynamic pricing model for cloud environments
P Liu, G Bravo, J Guitart
Economics of Grids, Clouds, Systems, and Services: 16th International …, 2019
32019
A field-based service management and discovery method in multiple clouds context
S Zhang, X Mao, F Hou, P Liu
Frontiers of Computer Science 13, 976-995, 2019
22019
A Self-Adaptation Framework of Microservice Systems (S).
S Zhang, X Mao, P Liu, F Hou
SEKE, 282-281, 2018
12018
Convergence of high performance computing, big data, and machine learning applications on containerized infrastructures
P Liu
Universitat Politècnica de Catalunya, 2023
2023
Performance Characterization of Multi-Container Deployment Schemes for Online Learning Inference
P Liu, J Guitart, A Taherkordi
2023 IEEE 16th International Conference on Cloud Computing (CLOUD), 330-340, 2023
2023
TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings
G Bravo-Rocca, P Liu, J Guitart, A Dholakia, D Ellison
arXiv preprint arXiv:2306.11955, 2023
2023
An Architecture for Automatic ML/AI Workflow management and supervision
P Liu, J Guitart Fernández
Barcelona Supercomputing Center, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–17