Talks

Smart Face Control: Machine Learning Algorithms for Efficient SSD Caching

Machine learning. Neural networkData Science. Big Data

October 20, 17:45
Room I

This paper describes a new algorithm of SSD cache filling based on analysis of requests to the storage system – with the use of machine learning methods. The goal of this research is extension of the SSD lifecycle in working scenarios where SSD is used as a caching device.

Svetlana Lazareva

Head of research department, RAIDIX

Graduated from Saint-Petersburg State University. PhD of computer science. Head of research department Raidix LLC. RAIDIX is a high-performance data storage system. Over 15 years of experience in industrial research.

Gregoriy Kirgizov

Student, St Petersburg State University

A fourth-year student of the Faculty of Mathematics and Mechanics of St. Petersburg State University, Department of System Programming.

Ruslan Ragimov

Junior Engineer, RAIDIX

Graduated from Saint-Petersburg State University. Over 3 years experience in research.

Graduated from the Faculty of Mathematics and Mechanics of St. Petersburg State University. He works as an engineer-researcher in the scientific laboratory of Raidix.