A Bayesian Network-Based Knowledge Engineering Framework for IT Service Management
Wang, Wei, Wang, Hao, Yang, Bo, Liu, Liang, Liu, Peini, Zeng, Guosun
Published in IEEE transactions on services computing (01.01.2013)
Published in IEEE transactions on services computing (01.01.2013)
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Journal Article
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Falkanger, Jeffrey, Hodak, Miroslav
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
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Journal Article
A Bayesian knowledge engineering framework for service management
Wei Wang, Hao Wang, Bo Yang, Liang Liu, Peini Liu, Guosun Zeng
Published in NOMS 2008 - 2008 IEEE Network Operations and Management Symposium (01.04.2008)
Published in NOMS 2008 - 2008 IEEE Network Operations and Management Symposium (01.04.2008)
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Conference Proceeding
A field-based service management and discovery method in multiple clouds context
ZHANG, Shuai, MAO, Xinjun, HOU, Fu, LIU, Peini
Published in Frontiers of Computer Science (01.10.2019)
Published in Frontiers of Computer Science (01.10.2019)
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Journal Article
Mapping client messages to a unified data model with mixture feature embedding convolutional neural network
Dingcheng Li, Peini Liu, Ming Huang, Yu Gu, Yue Zhang, Xiaodi Li, Dean, Daniel, Xiaoxi Liu, Jingmin Xu, Hui Lei, Yaoping Ruan
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2017)
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2017)
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Conference Proceeding
Fine-Grained Scheduling for Containerized HPC Workloads in Kubernetes Clusters
Liu, Peini, Guitart, Jordi
Published in 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys) (01.12.2022)
Published in 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys) (01.12.2022)
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Conference Proceeding
Energy-Aware Dynamic Pricing Model for Cloud Environments
Liu, Peini, Bravo, Gusseppe, Guitart, Jordi
Published in Economics of Grids, Clouds, Systems, and Services (2019)
Published in Economics of Grids, Clouds, Systems, and Services (2019)
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Book Chapter
Publication
Performance Characterization of Multi-Container Deployment Schemes for Online Learning Inference
Liu, Peini, Guitart, Jordi, Taherkordi, Amir
Published in 2023 IEEE 16th International Conference on Cloud Computing (CLOUD) (01.07.2023)
Published in 2023 IEEE 16th International Conference on Cloud Computing (CLOUD) (01.07.2023)
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Conference Proceeding
TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David
Year of Publication 20.06.2023
Year of Publication 20.06.2023
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Journal Article
Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters
Liu, Peini, Bravo-Rocca, Gusseppe, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Hodak, Miroslav
Published in 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (01.05.2022)
Published in 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (01.05.2022)
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Conference Proceeding
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Hodak, Miroslav
Published in 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC) (01.06.2022)
Published in 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC) (01.06.2022)
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Conference Proceeding
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Hodak, Miroslav
Year of Publication 29.04.2022
Year of Publication 29.04.2022
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Journal Article
A Multi-Level Self-Adaptation Approach For Microservice Systems
Zhang, Shuai, Zhang, Mingjiang, Ni, Lin, Liu, Peini
Published in 2019 IEEE 4th International Conference on Cloud Computing and Big Data Analysis (ICCCBDA) (01.04.2019)
Published in 2019 IEEE 4th International Conference on Cloud Computing and Big Data Analysis (ICCCBDA) (01.04.2019)
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Conference Proceeding
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Falkanger, Jeffrey, Hodak, Miroslav
Year of Publication 04.11.2021
Year of Publication 04.11.2021
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Journal Article
Generalized Nash Equilibrium Model of the Service Provisioning Problem in Multi-Cloud Competitions
Liu, Peini, Mao, Xinjun, Hou, Fu, Zhang, Shuai
Published in 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) (01.10.2018)
Published in 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) (01.10.2018)
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Conference Proceeding
Predicting the intrusion intentions by observing system call sequences
Feng, Li, Guan, Xiaohong, Guo, Sangang, Gao, Yan, Liu, Peini
Published in Computers & security (01.05.2004)
Published in Computers & security (01.05.2004)
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Journal Article