Peini Liu - researchr alias

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Viewing Publication 1 - 18 from 18

2023

Performance Characterization of Multi-Container Deployment Schemes for Online Learning InferencePeini Liu, Jordi Guitart, Amir Taherkordi. IEEEcloud 2023: 330-340 [doi]

2022

Fine-Grained Scheduling for Containerized HPC Workloads in Kubernetes ClustersPeini Liu, Jordi Guitart. hpcc 2022: 275-284 [doi]

Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes ClustersPeini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak. ccgrid 2022: 376-385 [doi]

Performance characterization of containerization for HPC workloads on InfiniBand clusters: an empirical studyPeini Liu, Jordi Guitart. cluster, 25(2):847-868, 2022. [doi]

Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentationGusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak. compsac 2022: 32-37 [doi]

Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugginGusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak. eswa, 202:117232, 2022. [doi]

2021

Scanflow: an end-to-end agent-based autonomic ML workflow manager for clustersPeini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak. middleware 2021: 1-2 [doi]

Performance comparison of multi-container deployment schemes for HPC workloads: an empirical studyPeini Liu, Jordi Guitart. tjs, 77(6):6273-6312, 2021. [doi]

2019

Energy-Aware Dynamic Pricing Model for Cloud EnvironmentsPeini Liu, Gusseppe Bravo, Jordi Guitart. gecon 2019: 71-80 [doi]

A field-based service management and discovery method in multiple clouds contextShuai Zhang, XinJun Mao, Fu Hou, Peini Liu. fcsc, 13(5):976-995, 2019. [doi]

2018

2017

Mapping client messages to a unified data model with mixture feature embedding convolutional neural networkDingcheng Li, Peini Liu, Ming Huang, Yu Gu 0001, Yue Zhang, Xiaodi Li, Daniel Dean, Xiaoxi Liu, Jingmin Xu, Hui Lei, Yaoping Ruan. bibm 2017: 386-391 [doi]

2013

A Bayesian Network-Based Knowledge Engineering Framework for IT Service ManagementWei Wang 0033, Hao Wang, Bo Yang 0013, Liang Liu, Peini Liu, Guosun Zeng. tsc, 6(1):76-88, 2013. [doi]

2010

Value added on integrated solution of RFID enhanced asset traceability systemBo Yang, Peini Liu. soli 2010: 330-335 [doi]

2008

A Bayesian knowledge engineering framework for service managementWei Wang, Hao Wang, Bo Yang, Liang Liu, Peini Liu, Guosun Zeng. apnoms 2008: 771-774 [doi]

2004

Predicting the intrusion intentions by observing system call sequencesLi Feng, Xiaohong Guan, Sangang Guo, Yan Gao, Peini Liu. compsec, 23(3):241-252, 2004. [doi]

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