Mikhail Genkin

11 papers Journal 6Unranked 5

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Autonomic Architecture for Big Data Performance Optimization. CoRR Mikhail Genkin, Frank Dehne, Anousheh Shahmirza, Pablo Navarro, Siyu Zhou
2023	J	`jnl`	B-SMART: A reference architecture for artificially intelligent autonomic smart buildings. Eng. Appl. Artif. Intell. Mikhail Genkin, J. J. McArthur
2023	J	`jnl`	ReLBOT: A Transfer Learning Approach to Minimize Reinforcement Learning Risks in Smart Buildings. CoRR Mikhail Genkin, J. J. McArthur
2022	J	`jnl`	B-SMART: A Reference Architecture for Artificially Intelligent Autonomic Smart Buildings. CoRR Mikhail Genkin, J. J. McArthur
2022	—	`conf`	Using Reinforcement Learning with Transfer Learning to Overcome Smart Building Cold Start. CSCI Mikhail Genkin, J. J. McArthur
2020	J	`jnl`	Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories. CoRR Mikhail Genkin, Owen Hughes, Tatiana A. Engel
2020	J	`jnl`	Moving beyond generalization to accurate interpretation of flexible models. Nat. Mach. Intell. Mikhail Genkin, Tatiana A. Engel
2020	—	`conf`	Zero-Shot Machine Learning Technique for Classification of Multi-User Big Data Workloads. IEEE BigData Mikhail Genkin
2019	—	`conf`	Autonomic Workload Change Classification and Prediction for Big Data Workloads. IEEE BigData Mikhail Genkin, Frank Dehne
2018	—	`conf`	Machine-Learning Based Spark and Hadoop Workload Classification Using Container Performance Patterns. Bench Mikhail Genkin, Frank Dehne, Pablo Navarro, Siyu Zhou
2016	—	`conf`	Automatic, On-Line Tuning of YARN Container Memory and CPU Parameters. HPCC/SmartCity/DSS Mikhail Genkin, Frank Dehne, Maria Pospelova, Yabing Chen, Pablo Navarro