Service providers capable of dynamic resource collaboration and corresponding dynamic resource collaboration techniques are provided. In one embodiment, a network service provider includes a service server that processes service requests, a resource monitoring unit that monitors available computing resources of the service server and generates a resource request for supplementary computing resources from one or more collaborating network service providers based on the result of the monitoring, and a resource collaboration unit acquires supplementary computing resources from at least one of the collaborating network service providers.