Аналіз алгоритмів кешування в Redis

Redis is a widely utilised database management system for various high-performance web applications, analytical tools, and data processing systems. Data caching is one of the principal methods to enhance the performance of such high-loaded systems. This paper analyses the existing approaches to cached data management in Redis, highlighting several common limitations associated with large and complex data structures, such as hashes, sets, lists, etc. It also outlines different data access patterns and the need to apply different caching strategies. The paper proposes the use of adaptive caching algorithms that take into account the data access patterns in other parts of complex structures to implement these strategies.