Research on a Service-oriented Dynamic Adaptive Software Architecture.

Aiming at how to implement dynamic adaptive reuse service components efficiently during the service-oriented modeling process, this paper proposes a new service-oriented dynamic adaptive software architecture based on a service component reuse method via gradient descent optimization, which can be effectively implemented as dynamic adaptive reuse service component for service modeling. Among them, based on the “query-select-reuse” strategy, this paper guides the process of the intermediate service component to achieve dynamic adaptive reuse, and with this approach, the gradient descent-based optimization parameter method defines the optimal service component query matching strategy, and it finally achieves the most excellent adaptive reuse performance of service component. Finally, the real data experiment and case analysis verified the efficiency and practicability of the proposed framework to achieve adaptive optimal reuse of service components.