[Improvement] Accelerate compileDistribution task for Gravitino

### What would you like to be improved?

If we run

```
./gradlew compileDistribution -x test -x web
```
It will take as long as 10 minutes. We need to speed up the construction process.

### How should we improve?

_No response_

Start by running ./gradlew compileDistribution -x test -x web and inspect the build configuration and tasks involved in compileDistribution. Measure which stages account for the reported 10-minute build time, then verify that the task completes correctly with a substantially shorter construction time.

Written by the indexing model from the issue text.