Методи підвищення ефективності зберігання та обробки великих обсягів даних у приватних хмарних сервісах

Abstract

The paper considers modern methods for improving the efficiency of storage and processing of large volumes of data in private cloud services. Approaches to optimizing disk space usage, reducing data access latency, and increasing computational performance are analyzed. Special attention is paid to data deduplication, compression, partitioning, caching, and distributed data processing. A comparative analysis of key data storage technologies used in private cloud environments is presented. The obtained results can be applied in the design and optimization of private cloud infrastructures.