In distributed
data management traditional databases often struggle to maintain consistency and
handle conflicts. Traditional solutions prioritize specific combinations of properties, resulting in trade-offs that
impact user experience and application functionality. Present disclosure provides systems and methods that
route incoming transaction associated with application to corresponding
database server (DBS) by integrating geographical proximity mean value, and sender
internet protocol affinity value. The incoming transaction is processed to extract
data manipulation language (DML) operation written by the application and replicated to each DBS other than a DBS on which the application is directly applying a data through the incoming transactions. A
primary key is generated by allocating an
unique identifier if the DML operation is inserted on identified DBS. The
primary key of
record is updated from the incoming transaction. A conflict associated with parent and child association of the DML operation is dynamically monitored based on integrity
Foreign key Constraint.