According to an aspect of an embodiment of the present disclosure a method of database connection management includes measuring a pattern of database connection use between a database and a client application. The pattern may include a number of database connections used by the client application under multiple conditions and a number of database connections in a connection pool under the plurality of conditions. The method may include identifying a first condition under which an increase in the number of database connections in the connection pool results in a decrease in connection delay. In response to existence of the first condition, the method may include adding a new database connection to the connection pool such that the new database connection is available to the client application in advance of a connection request for the new database connection.