Mikhail Genkin

According to our database, Mikhail Genkin authored at least 10 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

B-SMART: A reference architecture for artificially intelligent autonomic smart buildings.

Mikhail Genkin, J. J. McArthur

Eng. Appl. Artif. Intell., May, 2023

ReLBOT: A Transfer Learning Approach to Minimize Reinforcement Learning Risks in Smart Buildings.

Mikhail Genkin, J. J. McArthur

CoRR, 2023

Autonomic Architecture for Big Data Performance Optimization.

Mikhail Genkin, Frank Dehne, Anousheh Shahmirza, Pablo Navarro, Siyu Zhou

CoRR, 2023

2022

Using Reinforcement Learning with Transfer Learning to Overcome Smart Building Cold Start.

Mikhail Genkin, J. J. McArthur

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2020

Moving beyond generalization to accurate interpretation of flexible models.

Mikhail Genkin, Tatiana A. Engel

Nat. Mach. Intell., 2020

Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories.

Mikhail Genkin, Owen Hughes, Tatiana A. Engel

CoRR, 2020

Zero-Shot Machine Learning Technique for Classification of Multi-User Big Data Workloads.

Mikhail Genkin

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Autonomic Workload Change Classification and Prediction for Big Data Workloads.

Mikhail Genkin, Frank Dehne

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Machine-Learning Based Spark and Hadoop Workload Classification Using Container Performance Patterns.

Mikhail Genkin, Frank Dehne, Pablo Navarro, Siyu Zhou

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

2016

Automatic, On-Line Tuning of YARN Container Memory and CPU Parameters.

Mikhail Genkin, Frank Dehne, Maria Pospelova, Yabing Chen, Pablo Navarro

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016