1. A system for providing a high performance network connection service (HPNCS) for distributed computing applications, comprising: an HPNCS implemented by a computer including a processor and a memory, comprising: an HPNCS web service located on a server host that is in communication with an HPNCS web service client package located on a client host, wherein the HPNCS web service client package communicates with an application located on the client host using a point-to-point connection path, and communicates with the HPNCS web service located on the server host to request to set up a dynamic circuit network (DCN) circuit in a high performance network, and wherein the application transfers data from local nodes to destination nodes in peering networks after the DCN circuit is established, and requests the HPNCS to release the DCN circuit in response to the completion of the data transfer.