diff --git a/changes/v4.4.17-en.md b/changes/v4.4.17-en.md
index ab4fcf701..4044b6bdf 100644
--- a/changes/v4.4.17-en.md
+++ b/changes/v4.4.17-en.md
@@ -21,6 +21,11 @@
   [error] Accept error on 0.0.0.0:1883: EMFILE (Too many open files)
   ```
 
+- Improve the performance of the rule engine when there are many rules [#10283](https://github.com/emqx/emqx/pull/10283)
+  Before this change, when there were many rules, the execution of the rule engine became a bottleneck, it consumed a lot of CPU time on rule queries and matches.
+  In this optimization, the efficiency of rule execution in this scenario was greatly improved by simply adding a cache to the rule list.
+  In our tests (with over 700 rules), the rule engine achieved a performance improvement of about 5 times after applying this optimization.
+
 ## Bug fixes
 
 - Fix that `Erlang distribution` can't use TLS [#9981](https://github.com/emqx/emqx/pull/9981).
diff --git a/changes/v4.4.17-zh.md b/changes/v4.4.17-zh.md
index 42f84ac6e..34a19d23e 100644
--- a/changes/v4.4.17-zh.md
+++ b/changes/v4.4.17-zh.md
@@ -20,6 +20,11 @@
   [error] Accept error on 0.0.0.0:1883: EMFILE (Too many open files)
   ```
 
+- 提升规则数量较多时规则引擎的执行性能 [#10283](https://github.com/emqx/emqx/pull/10283)
+  在此改动之前，当规则数量比较多的时候，规则引擎的执行会成为瓶颈，规则引擎将耗费大量 CPU 在规则的查询和匹配上。
+  本次优化中，通过简单地给规则列表添加一个缓存，大幅提升了此场景下的规则执行效率。
+  在我们的测试中（700多条规则），应用此优化后规则引擎获得了 5 倍左右的性能提升。
+
 ## 修复
 
 - 修复 `Erlang distribution` 无法使用 TLS 的问题 [#9981](https://github.com/emqx/emqx/pull/9981)。
@@ -33,4 +38,4 @@
   问题详情见 [#9409](https://github.com/emqx/emqx/issues/9409)。
   在此修复中，我们给 `emqx_retainer` 插件创建了单独的进程池，从而避免了该问题。
 
-- 修复了 Helm Chart 中模板文件路径的错误。[#10229](https://github.com/emqx/emqx/pull/10229)
\ No newline at end of file
+- 修复了 Helm Chart 中模板文件路径的错误。[#10229](https://github.com/emqx/emqx/pull/10229)