SAM: Subseries Augmentation-based Meta-learning for Generalizing AIOps Model in Multi-Cloud MigrationXi YangPaulito Palmeset al.2024CLOUD 2024
Searching for Machine Learning Pipelines Using a Context-Free GrammarRadu MarinescuAkihiro Kishimotoet al.2021AAAI 2021
Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling OptimizationPaulito PalmesAkihiro Kishimotoet al.2023JuliaCon 2023
E2-diagnoser: A system for monitoring, forecasting and diagnosing energy usageJoern PloennigsBei Chenet al.2014ICDMW 2014
An End-to-end Automated AI System for Reinforcement LearningLong VuTodd Mummertet al.2022INFORMS 2022
Distributed AutoML Pipeline Search in PC/RasPi K8s ClusterPaulito PalmesAkihiro Kishimotoet al.2022JuliaCon 2022
Meta-learning Generalized AIOps Models for Multi-cloud Computer using Digital TwinsXi YangSaurabh Jhaet al.2023CASCON 2023