diff --git a/ml-algorithms/src/main/java/org/opensearch/ml/engine/algorithms/remote/AwsConnectorExecutor.java b/ml-algorithms/src/main/java/org/opensearch/ml/engine/algorithms/remote/AwsConnectorExecutor.java
index e3b2ea21e2..eb8b805175 100644
--- a/ml-algorithms/src/main/java/org/opensearch/ml/engine/algorithms/remote/AwsConnectorExecutor.java
+++ b/ml-algorithms/src/main/java/org/opensearch/ml/engine/algorithms/remote/AwsConnectorExecutor.java
@@ -10,6 +10,7 @@
 
 import java.security.AccessController;
 import java.security.PrivilegedExceptionAction;
+import java.time.Duration;
 import java.util.List;
 import java.util.Map;
 import java.util.concurrent.CompletableFuture;
@@ -36,7 +37,7 @@
 
 @Log4j2
 @ConnectorExecutor(AWS_SIGV4)
-public class AwsConnectorExecutor implements RemoteConnectorExecutor {
+public class AwsConnectorExecutor extends AbstractConnectorExecutor {
 
     @Getter
     private AwsConnector connector;
@@ -56,8 +57,12 @@ public class AwsConnectorExecutor implements RemoteConnectorExecutor {
     private SdkAsyncHttpClient httpClient;
 
     public AwsConnectorExecutor(Connector connector) {
+        super.initialize(connector);
         this.connector = (AwsConnector) connector;
-        this.httpClient = MLHttpClientFactory.getAsyncHttpClient();
+        Duration connectionTimeout = Duration.ofSeconds(super.getConnectorClientConfig().getConnectionTimeout());
+        Duration readTimeout = Duration.ofSeconds(super.getConnectorClientConfig().getReadTimeout());
+        Integer maxConnection = super.getConnectorClientConfig().getMaxConnections();
+        this.httpClient = MLHttpClientFactory.getAsyncHttpClient(connectionTimeout, readTimeout, maxConnection);
     }
 
     @Override
diff --git a/ml-algorithms/src/main/java/org/opensearch/ml/engine/algorithms/remote/HttpJsonConnectorExecutor.java b/ml-algorithms/src/main/java/org/opensearch/ml/engine/algorithms/remote/HttpJsonConnectorExecutor.java
index f65f614528..ad7a77308a 100644
--- a/ml-algorithms/src/main/java/org/opensearch/ml/engine/algorithms/remote/HttpJsonConnectorExecutor.java
+++ b/ml-algorithms/src/main/java/org/opensearch/ml/engine/algorithms/remote/HttpJsonConnectorExecutor.java
@@ -11,6 +11,7 @@
 
 import java.security.AccessController;
 import java.security.PrivilegedExceptionAction;
+import java.time.Duration;
 import java.util.List;
 import java.util.Locale;
 import java.util.Map;
@@ -61,7 +62,10 @@ public class HttpJsonConnectorExecutor extends AbstractConnectorExecutor {
     public HttpJsonConnectorExecutor(Connector connector) {
         super.initialize(connector);
         this.connector = (HttpConnector) connector;
-        this.httpClient = MLHttpClientFactory.getAsyncHttpClient();
+        Duration connectionTimeout = Duration.ofSeconds(super.getConnectorClientConfig().getConnectionTimeout());
+        Duration readTimeout = Duration.ofSeconds(super.getConnectorClientConfig().getReadTimeout());
+        Integer maxConnection = super.getConnectorClientConfig().getMaxConnections();
+        this.httpClient = MLHttpClientFactory.getAsyncHttpClient(connectionTimeout, readTimeout, maxConnection);
     }
 
     @Override
@@ -103,8 +107,4 @@ public void invokeRemoteModel(
             actionListener.onFailure(new MLException("Fail to execute http connector", e));
         }
     }
-
-    public SdkAsyncHttpClient getHttpClient(int connectionTimeout, int readTimeout, int maxConnections) {
-        return MLHttpClientFactory.getAsyncHttpClient(connectionTimeout, readTimeout, maxConnections);
-    }
 }
diff --git a/ml-algorithms/src/main/java/org/opensearch/ml/engine/httpclient/MLHttpClientFactory.java b/ml-algorithms/src/main/java/org/opensearch/ml/engine/httpclient/MLHttpClientFactory.java
index eeb68ba86b..339523b313 100644
--- a/ml-algorithms/src/main/java/org/opensearch/ml/engine/httpclient/MLHttpClientFactory.java
+++ b/ml-algorithms/src/main/java/org/opensearch/ml/engine/httpclient/MLHttpClientFactory.java
@@ -11,6 +11,7 @@
 import java.security.AccessController;
 import java.security.PrivilegedActionException;
 import java.security.PrivilegedExceptionAction;
+import java.time.Duration;
 import java.util.Arrays;
 import java.util.Locale;
 
@@ -21,11 +22,16 @@
 @Log4j2
 public class MLHttpClientFactory {
 
-    public static SdkAsyncHttpClient getAsyncHttpClient() {
+    public static SdkAsyncHttpClient getAsyncHttpClient(Duration connectionTimeout, Duration readTimeout, int maxConnections) {
         try {
             return AccessController
                 .doPrivileged(
-                    (PrivilegedExceptionAction<SdkAsyncHttpClient>) () -> NettyNioAsyncHttpClient.builder().maxConcurrency(100).build()
+                    (PrivilegedExceptionAction<SdkAsyncHttpClient>) () -> NettyNioAsyncHttpClient
+                        .builder()
+                        .connectionTimeout(connectionTimeout)
+                        .readTimeout(readTimeout)
+                        .maxConcurrency(maxConnections)
+                        .build()
                 );
         } catch (PrivilegedActionException e) {
             return null;