The cloud computing has become ubiquitous, casting its shadow over almost every facet of business processes within every industry. Its triumph is due to customers’ capability to use services on demand with a pay-as-you go rating model, which has proved appropriate in many respects. Traffic redundancy elimination (TRE) is used to eliminate the redundant content transmission to decrease bandwidth costs. Redundant data chunks are sensed and detached. However for server specific TRE approach it is problematic to handle the traffic efficiently. Source based TRE delivers substantial loads to Server. This gives a TRE solution which does not need a server to maintain client position. The system is known as PACK “Prognostic-ACKnowledgements” which is receiver motivated. In this elucidation each receiver perceives the received stream and attempts to match its chunks with a formerly received chunk chain and sending to the server for forecasting the future data. On getting a match the receiver inquires the source if the subsequent chunks will be similar as the ones in its stock by sending the uniqueness of several chunks. This is known as a PACK command. If this is right the source sends PRED command-ACK and the receiver directs the chunks to its own TCP input buffers. If the forecast is not correct the source continues to send as usual.