Mikhail M. Rovnyagin

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Optimizing Cache Memory Usage Methods for Chat LLM-models in PaaS Installations2024
• Data Exchange Acceleration Methods in a Decentralized File System2023
• Intelligent Docker Container Orchestration for Low Scheduling Latency and Fast Migration in Paas2023
• Approach of Program's Concurrency Evaluation in PaaS Cloud Infrastructure2022
• Methods for Speeding Up the Retraining of Neural Networks2022
• ML-based Heterogeneous Container Orchestration Architecture2020 · аннотациясвернуть

  In recent years, the popularity of containerization technologies has been growing. When they are used, computational tasks are placed in lightweight containers that can be easily moved between different computing nodes.…

• Cloud Computing Architecture for High-volume ML-based Solutions2019
• The scheduling based on machine learning for heterogeneous CPU/GPU systems2016 · аннотациясвернуть

  Efficient use all of the available computing devices is an important issue for heterogeneous computing systems. The ability to choose a CPU or GPU processor for a specific task has a positive impact on the performance…