fix(ecs): Windows ECS Optimized AMI SSM parameter format is incorrect (#26326)

The format of the Windows ECS optimized ssm parameter used by CDK is incorrect. The correct format can be found [here](https://docs.aws.amazon.com/AmazonECS/latest/developerguide/retrieve-ecs-optimized_windows_AMI.html)

```
Current incorrect format:
/aws/service/ecs/optimized-ami/windows_server/${this.windowsVersion}/english/full/recommended/image_id
Correct format: 
/aws/service/ami-windows-latest/Windows_Server-${this.windowsVersion}-English-Full-ECS_Optimized
```

Closes #26327.

----

*By submitting this pull request, I confirm that my contribution is made under the terms of the Apache-2.0 license*

Author: arun-annamalai

packages/aws-cdk-lib/aws-ecs/lib/amis.ts

@@ -31,6 +31,7 @@ export enum AmiHardwareType {
  * ECS-optimized Windows version list
  */
 export enum WindowsOptimizedVersion {
+  SERVER_2022 = '2022',
   SERVER_2019 = '2019',
   SERVER_2016 = '2016',
 }
@@ -134,13 +135,14 @@ export class EcsOptimizedAmi implements ec2.IMachineImage {
     }
 
     // set the SSM parameter name
-    this.amiParameterName = '/aws/service/ecs/optimized-ami/'
+    this.amiParameterName = '/aws/service/'
+      + (this.windowsVersion ? 'ami-windows-latest/' : 'ecs/optimized-ami/')
       + (this.generation === ec2.AmazonLinuxGeneration.AMAZON_LINUX ? 'amazon-linux/' : '')
       + (this.generation === ec2.AmazonLinuxGeneration.AMAZON_LINUX_2 ? 'amazon-linux-2/' : '')
-      + (this.windowsVersion ? `windows_server/${this.windowsVersion}/english/full/` : '')
+      + (this.windowsVersion ? `Windows_Server-${this.windowsVersion}-English-Full-ECS_Optimized/` : '')
       + (this.hwType === AmiHardwareType.GPU ? 'gpu/' : '')
       + (this.hwType === AmiHardwareType.ARM ? 'arm64/' : '')
-      + 'recommended/image_id';
+      + (this.windowsVersion ? 'image_id' : 'recommended/image_id');
 
     this.cachedInContext = props?.cachedInContext ?? false;
   }
@@ -247,13 +249,14 @@ export class EcsOptimizedImage implements ec2.IMachineImage {
     }
 
     // set the SSM parameter name
-    this.amiParameterName = '/aws/service/ecs/optimized-ami/'
+    this.amiParameterName = '/aws/service/'
+      + (this.windowsVersion ? 'ami-windows-latest/' : 'ecs/optimized-ami/')
       + (this.generation === ec2.AmazonLinuxGeneration.AMAZON_LINUX ? 'amazon-linux/' : '')
       + (this.generation === ec2.AmazonLinuxGeneration.AMAZON_LINUX_2 ? 'amazon-linux-2/' : '')
-      + (this.windowsVersion ? `windows_server/${this.windowsVersion}/english/full/` : '')
+      + (this.windowsVersion ? `Windows_Server-${this.windowsVersion}-English-Full-ECS_Optimized/` : '')
       + (this.hwType === AmiHardwareType.GPU ? 'gpu/' : '')
       + (this.hwType === AmiHardwareType.ARM ? 'arm64/' : '')
-      + 'recommended/image_id';
+      + (this.windowsVersion ? 'image_id' : 'recommended/image_id');
 
     this.cachedInContext = props?.cachedInContext ?? false;
   }

packages/aws-cdk-lib/aws-ecs/test/cluster.test.ts

@@ -792,7 +792,7 @@ describe('cluster', () => {
     // THEN
     Template.fromStack(stack).hasResourceProperties('AWS::AutoScaling::LaunchConfiguration', {
       ImageId: {
-        Ref: 'SsmParameterValueawsserviceecsoptimizedamiwindowsserver2019englishfullrecommendedimageidC96584B6F00A464EAD1953AFF4B05118Parameter',
+        Ref: 'SsmParameterValueawsserviceamiwindowslatestWindowsServer2019EnglishFullECSOptimizedimageidC96584B6F00A464EAD1953AFF4B05118Parameter',
       },
       InstanceType: 't2.micro',
       IamInstanceProfile: {
@@ -901,9 +901,9 @@ describe('cluster', () => {
     const assembly = app.synth();
     const template = assembly.getStackByName(stack.stackName).template;
     expect(template.Parameters).toEqual({
-      SsmParameterValueawsserviceecsoptimizedamiwindowsserver2019englishfullrecommendedimageidC96584B6F00A464EAD1953AFF4B05118Parameter: {
+      SsmParameterValueawsserviceamiwindowslatestWindowsServer2019EnglishFullECSOptimizedimageidC96584B6F00A464EAD1953AFF4B05118Parameter: {
         Type: 'AWS::SSM::Parameter::Value<AWS::EC2::Image::Id>',
-        Default: '/aws/service/ecs/optimized-ami/windows_server/2019/english/full/recommended/image_id',
+        Default: '/aws/service/ami-windows-latest/Windows_Server-2019-English-Full-ECS_Optimized/image_id',
       },
     });
 
@@ -1135,9 +1135,9 @@ describe('cluster', () => {
     const assembly = app.synth();
     const template = assembly.getStackByName(stack.stackName).template;
     expect(template.Parameters).toEqual({
-      SsmParameterValueawsserviceecsoptimizedamiwindowsserver2019englishfullrecommendedimageidC96584B6F00A464EAD1953AFF4B05118Parameter: {
+      SsmParameterValueawsserviceamiwindowslatestWindowsServer2019EnglishFullECSOptimizedimageidC96584B6F00A464EAD1953AFF4B05118Parameter: {
         Type: 'AWS::SSM::Parameter::Value<AWS::EC2::Image::Id>',
-        Default: '/aws/service/ecs/optimized-ami/windows_server/2019/english/full/recommended/image_id',
+        Default: '/aws/service/ami-windows-latest/Windows_Server-2019-English-Full-ECS_Optimized/image_id',
       },
     });