An adaptive refresh algorithm for frontend components toward to software factories

Software factories can serve as key platforms for the efficient development of aerospace software. The dynamic interaction and real-time update of their frontend components have direct influence on development efficiency and resource utilization. Traditional fixed-time-interval refresh mechanisms are liable to cause resource waste or data latency issues， while existing semi-automatic adjustment methods struggle to adapt to complex scenarios in software factories， such as multiple component types， cross-network deployment and multi-environment deployment. An adaptive refresh algorithm is proposed for frontend components. The change values can be obtained by component differential comparison， and a CVI （Component volatility index） is established， which integrates short-term change trends with long-term average levels to quantify the volatility of business data， and scenario-specific adjustment strategies are designed. This algorithm can adapt to scenarios like multi-team collaboration and high-frequency component reuse， which effectively balances resource consumption and response efficiency and thus provides support for the efficient operation of software factories.