diff --git a/airflow/providers/amazon/aws/hooks/base_aws.py b/airflow/providers/amazon/aws/hooks/base_aws.py
index 0a4c58b5ffee6..16c7385f9c1ef 100644
--- a/airflow/providers/amazon/aws/hooks/base_aws.py
+++ b/airflow/providers/amazon/aws/hooks/base_aws.py
@@ -584,7 +584,7 @@ def decorator_f(self, *args, **kwargs):
                 min_limit = retry_args.get('min', 1)
                 max_limit = retry_args.get('max', 1)
                 stop_after_delay = retry_args.get('stop_after_delay', 10)
-                tenacity_logger = tenacity.before_log(self.log, logging.DEBUG) if self.log else None
+                tenacity_logger = tenacity.before_log(self.log, logging.INFO) if self.log else None
                 default_kwargs = {
                     'wait': tenacity.wait_exponential(multiplier=multiplier, max=max_limit, min=min_limit),
                     'retry': tenacity.retry_if_exception(should_retry),
diff --git a/airflow/providers/amazon/aws/operators/ecs.py b/airflow/providers/amazon/aws/operators/ecs.py
index 8a4a039bc2b9b..ca52e0af41868 100644
--- a/airflow/providers/amazon/aws/operators/ecs.py
+++ b/airflow/providers/amazon/aws/operators/ecs.py
@@ -51,7 +51,10 @@ def should_retry(exception: Exception):
 def should_retry_eni(exception: Exception):
     """Check if exception is related to ENI (Elastic Network Interfaces)."""
     if isinstance(exception, EcsTaskFailToStart):
-        return any(eni_reason in exception.message for eni_reason in ['network interface provisioning'])
+        return any(
+            eni_reason in exception.message
+            for eni_reason in ['network interface provisioning', 'ResourceInitializationError']
+        )
     return False
 
 
@@ -450,6 +453,11 @@ def _check_success_task(self) -> None:
         for task in response['tasks']:
 
             if task.get('stopCode', '') == 'TaskFailedToStart':
+                # Reset task arn here otherwise the retry run will not start
+                # a new task but keep polling the old dead one
+                # I'm not resetting it for other exceptions here because
+                # EcsTaskFailToStart is the only exception that's being retried at the moment
+                self.arn = None
                 raise EcsTaskFailToStart(f"The task failed to start due to: {task.get('stoppedReason', '')}")
 
             # This is a `stoppedReason` that indicates a task has not