[Umbrella] Release InLong 2.4.0 #12163

Describe the proposal

This proposal is going to release apache inlong 2.4.0(corresponding to milestone 2.4.0)

For history release like 2.3.0, refer to #12036

Task list

• [Release] Add the 2.4.0 version option for the bug report #12162
• [Release] Update changes log for the 2.4.0 version #12164
• [Release] Create a 2.4.0 branch to release #12165
• [Release] Bumped master branch version to 2.5.0-SNAPSHOT #12166
• [Release] Bumped version of branch-2.4 to 2.4.0 #12167
• [Release] Change the tag of Docker images to 2.4.0 #12168
• [Release] Publish all 2.4.0 images to docker hub #12169
• [Release] Modify download & release notes for 2.4.0 inlong-website#1189
• [Release] Create the 2.4.0 version document inlong-website#1190
• [Release] Add blog for the 2.4.0 release inlong-website#1191

InLong Component

Other for not specified component

Are you willing to submit PR?

• Yes, I am willing to submit a PR!

Code of Conduct

• I agree to follow this project's Code of Conduct