Open AccessOrchestration of containers of microservice architecture in face recognition system
Author(s) -
Andrey Filipiev,
Tatyana Makhalkina,
Dmitry Dmitriev
Publication year - 2020
Publication title -
sistemnyj analiz v nauke i obrazovanii
Language(s) - English
Resource type - Journals
ISSN - 2071-9612
DOI - 10.37005/2071-9612-2020-2-108-114
Subject(s) - orchestration , software deployment , scalability , computer science , containerization , microservices , architecture , face (sociological concept) , container (type theory) , service (business) , facial recognition system , distributed computing , computer security , artificial intelligence , software engineering , operating system , engineering , business , feature extraction , cloud computing , process (computing) , art , musical , social science , mechanical engineering , marketing , sociology , visual arts
This paper solved the problem of applying the technology of containers orchestration in solving one of the problems of pattern recognition, namely face recognition. Due to the fact that face recognition technology has grown to such a level that it can be used for commercial purposes, many companies are beginning to actively implement such solutions. The use of microservice architecture allowed independent deployment and scaling of each service, as well as a clear physical boundary between the services. Containerization and orchestration technologies were used to create a more secure application, facilitate deployment, improve scalability and load management.