upgrade aws.java.sdk.version to 1.12.31

Author: jiyong-lee-dev

pom.xml

@@ -161,7 +161,7 @@
     <avro.version>1.11.2</avro.version>
     <aws.kinesis.client.version>1.12.0</aws.kinesis.client.version>
     <!-- Should be consistent with Kinesis client dependency -->
-    <aws.java.sdk.version>1.11.655</aws.java.sdk.version>
+    <aws.java.sdk.version>1.12.31</aws.java.sdk.version>
     <!-- the producer is used in tests -->
     <aws.kinesis.producer.version>0.12.8</aws.kinesis.producer.version>
     <gcs-connector.version>hadoop3-2.2.14</gcs-connector.version>
@@ -298,7 +298,7 @@
 
     <!-- Needed for aws java sdk bundle version -->
     <aws.java.sdk.bundle.version>1.11.1014</aws.java.sdk.bundle.version>
-    
+
     <!-- SPARK-36796 for JDK-17 test-->
     <extraJavaTestArgs>
       -XX:+IgnoreUnrecognizedVMOptions