Currently, it's more and more important to share information and reference resource news for scientific researchers or managers to carried out collaborative research to some extent. In this paper, a service self-aware and resource adaptive-allocation architecture is proposed and demonstrated in scientific research system which can realize the flexible and controllable requirements. Self awareness of the services provides the ability for the system to autonomously detect and improve its perception accuracy and timeliness.