diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3f8fff1db214a..bb84d36d03d25 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -25,6 +25,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 - Bump `com.gradle.develocity` from 3.17.4 to 3.17.5 ([#14397](https://github.com/opensearch-project/OpenSearch/pull/14397))
 - Bump `opentelemetry` from 1.36.0 to 1.39.0 ([#14457](https://github.com/opensearch-project/OpenSearch/pull/14457))
 - Bump `azure-identity` from 1.11.4 to 1.13.0, Bump `msal4j` from 1.14.3 to 1.15.1, Bump `msal4j-persistence-extension` from 1.2.0 to 1.3.0 ([#14506](https://github.com/opensearch-project/OpenSearch/pull/14506))
+- Bump `com.azure:azure-storage-common` from 12.21.2 to 12.25.1 ([#14517](https://github.com/opensearch-project/OpenSearch/pull/14517))
 
 ### Changed
 - [Tiered Caching] Move query recomputation logic outside write lock ([#14187](https://github.com/opensearch-project/OpenSearch/pull/14187))
diff --git a/plugins/repository-azure/src/main/java/org/opensearch/repositories/azure/AzureStorageService.java b/plugins/repository-azure/src/main/java/org/opensearch/repositories/azure/AzureStorageService.java
index f39ed185d8b35..4f30247f0af08 100644
--- a/plugins/repository-azure/src/main/java/org/opensearch/repositories/azure/AzureStorageService.java
+++ b/plugins/repository-azure/src/main/java/org/opensearch/repositories/azure/AzureStorageService.java
@@ -141,6 +141,9 @@ public Void run() {
         // - https://github.com/Azure/azure-sdk-for-java/pull/25004
         // - https://github.com/Azure/azure-sdk-for-java/pull/24374
         Configuration.getGlobalConfiguration().put("AZURE_JACKSON_ADAPTER_USE_ACCESS_HELPER", "true");
+        // See please:
+        // - https://github.com/Azure/azure-sdk-for-java/issues/37464
+        Configuration.getGlobalConfiguration().put("AZURE_ENABLE_SHUTDOWN_HOOK_WITH_PRIVILEGE", "true");
     }
 
     public AzureStorageService(Settings settings) {