Mikhail Genkin

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Reference Architecture

Transfer Learning

Top Venues

Nat. Mach. Intell.

Eng. Appl. Artif. Intell.

Publications

Mikhail Genkin, J. J. McArthur
ReLBOT: A Transfer Learning Approach to Minimize Reinforcement Learning Risks in Smart Buildings. CoRR (2023)
Mikhail Genkin, J. J. McArthur
B-SMART: A reference architecture for artificially intelligent autonomic smart buildings. Eng. Appl. Artif. Intell. 121 (2023)
Mikhail Genkin, Frank Dehne, Anousheh Shahmirza, Pablo Navarro, Siyu Zhou
Autonomic Architecture for Big Data Performance Optimization. CoRR (2023)
Mikhail Genkin, J. J. McArthur
B-SMART: A Reference Architecture for Artificially Intelligent Autonomic Smart Buildings. CoRR (2022)
Mikhail Genkin, J. J. McArthur
Using Reinforcement Learning with Transfer Learning to Overcome Smart Building Cold Start. CSCI (2022)
Mikhail Genkin, Tatiana A. Engel
Moving beyond generalization to accurate interpretation of flexible models. Nat. Mach. Intell. 2 (11) (2020)
Mikhail Genkin
Zero-Shot Machine Learning Technique for Classification of Multi-User Big Data Workloads. IEEE BigData (2020)
Mikhail Genkin, Owen Hughes, Tatiana A. Engel
Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories. CoRR (2020)
Mikhail Genkin, Frank Dehne
Autonomic Workload Change Classification and Prediction for Big Data Workloads. IEEE BigData (2019)
Mikhail Genkin, Frank Dehne, Pablo Navarro, Siyu Zhou
Machine-Learning Based Spark and Hadoop Workload Classification Using Container Performance Patterns. Bench (2018)
Mikhail Genkin, Frank Dehne, Maria Pospelova, Yabing Chen, Pablo Navarro
Automatic, On-Line Tuning of YARN Container Memory and CPU Parameters. HPCC/SmartCity/DSS (2016)