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This study explores the progression of database architectures, with a specific emphasis on the shift from old relational DBMS to modern NoSQL databases. The conventional method encountered constraints in managing substantial data traffic, a widespread problem in the current digital environment. NoSQL databases were developed to mitigate issues such as eventual consistency and schema-less architecture. This research primarily aims to examine the complexities associated with maintaining data consistency in widely used NoSQL databases such as Redis, CouchDB, MongoDB, Neo4J, and others. The main aim of this work is to explore the intricate challenges related to maintaining data consistency in widely used NoSQL databases. Prominent examples in this investigation encompass Redis, CouchDB, MongoDB, and Neo4J, among other notable options. The study aims to analyze and understand the …