A system and method for providing data transfer from a source node to a destination node in a network using variance based messaging is provided. The method comprises the steps of receiving one or more messages by the source node; selecting a plurality of messages to be grouped from the one or more messages, wherein the plurality of messages comprise data with minimum deviation in content; creating an integrated message from the plurality of messages; sending the integrated message from the source node to the destination node; and recreating each message of the plurality of messages at the destination node.