Eventhub throwing exception "Load balancing for event processor failed.","exception":"status-code: 500"

Sanjay Godiya 5 Reputation points
2025-03-29T15:58:22.52+00:00

Hi Community,

I am seeing an unexpected exception in my Java application logs. I have developed a Azure Eventhub producer-consumer application in Java SpringBoot. I am seeing below exception messages in my logs and I am not able to narrow down the root cause

2025-03-28T14:37:30.644Z WARN 1 --- [producer-consumer-service] [ctor-executor-3] c.a.m.e.i.ManagementChannel : status-code: 500, status-description: The service was unable to process the request; please retry the operation. For more information on exception types and proper exception handling, please refer to http://go.microsoft.com/fwlink/?LinkId=761101, errorContext[NAMESPACE: test-instance-01.servicebus.windows.net. ERROR CONTEXT: N/A, PATH: $management, REFERENCE_ID: mgmt:receiver, LINK_CREDIT: 0]

2025-03-28T14:37:30.644Z WARN 1 --- [producer-consumer-service] [oundedElastic-2] c.a.m.e.PartitionBasedLoadBalancer : {"az.sdk.message":"Load balancing for event processor failed.","exception":"status-code: 500, status-description: The service was unable to process the request; please retry the operation. For more information on exception types and proper exception handling, please refer to http://go.microsoft.com/fwlink/?LinkId=761101, errorContext[NAMESPACE: test-instance-01.servicebus.windows.net. ERROR CONTEXT: N/A, PATH: $management, REFERENCE_ID: mgmt:receiver, LINK_CREDIT: 0]","ownerId":"3ea4823b-5eb6-4c8d-903c-11caf012e01f"}

2025-03-28T14:37:30.644Z ERROR 1 --- [producer-consumer-service] [oundedElastic-2] a.s.i.e.i.EventHubsInboundChannelAdapter : Error occurred on partition: NONE. Error: {}

com.azure.core.amqp.exception.AmqpException: status-code: 500, status-description: The service was unable to process the request; please retry the operation. For more information on exception types and proper exception handling, please refer to http://go.microsoft.com/fwlink/?LinkId=761101, errorContext[NAMESPACE: test-instance-01.servicebus.windows.net. ERROR CONTEXT: N/A, PATH: $management, REFERENCE_ID: mgmt:receiver, LINK_CREDIT: 0]

I am using connection string to connect to eventhub, I have one queue for consumer, one for producer, each having one consumer group and one partition.

Any suggestion regarding above exception will be really helpful.

Thanks,
Sanjay

Azure Event Hubs
Azure Event Hubs
An Azure real-time data ingestion service.
711 questions
0 comments No comments
{count} votes

1 answer

Sort by: Most helpful
  1. Vinodh247 32,846 Reputation points MVP Moderator
    2025-03-30T08:00:03.2166667+00:00

    Hi ,

    Thanks for reaching out to Microsoft Q&A.

    Thanks for the detailed error message. From what you are seeing, this is a transient server-side error (status-code: 500) from Azure Event Hubs, specifically around the Event Processor load balancing logic. Let me help you narrow this down.

    What the error means

    status-code: 500 from Event Hubs is a generic server error indicating transient failure in Event Hubs' internal processing.

    The specific call failing is on the management endpoint ($management), which is used by the Event Processor client to list partitions and coordinate load balancing.

    PartitionBasedLoadBalancer is the Event Processor client module trying to balance ownership of partitions.

    The Event Processor is failing to acquire partition ownership due to this transient failure and hence, logs Load balancing for event processor failed.

    Most likely causes

    Transient Azure Service Outage Event Hubs sometimes fails with 500s during internal throttling, upgrades, or other issues. These typically resolve themselves.

    Excessive Load / Throttling

    If your client (consumer) is polling too frequently or has aggressive retry logic, it can trigger throttling, which may show up as 500 errors.

      Load balancing makes calls every few seconds by default. If multiple instances are competing or aggressively retrying, it worsens the issue.
      
      Misconfiguration or resource constraints
      
         One partition, one consumer group, one processor – this is not ideal for load balancing logic (since load balancing expects multiple partitions to assign work). If there is only one partition, there is nothing to balance – but the client still tries.
         
            This might create unnecessary calls to `$management` endpoint.
            
    
    1. Firewall / VNET / DNS issues (less likely)
      • Sometimes misconfigured DNS resolution or IP firewall rules can cause $management endpoint failures. Check if any network security rule is interfering.

    Fix that you can try:

    1. Add retry logic and exponential backoff

    These are transient errors. The Event Hubs SDK does internally retry, but you should ensure your code is resilient.

    1. Reduce load on management endpoint

    If you are using a single partition and consumer, consider disabling unnecessary load balancing logic (if using custom code) or simplifying the setup.

    1. Add more partitions

    Event Hubs is designed to work best when you have multiple partitions. With just one, the load balancing logic becomes almost redundant and may lead to unexpected retries or behavior.

    Action: Increase the partition count of your Event Hub (requires recreation).

    Please feel free to click the 'Upvote' (Thumbs-up) button and 'Accept as Answer'. This helps the community by allowing others with similar queries to easily find the solution.


Your answer

Answers can be marked as Accepted Answers by the question author, which helps users to know the answer solved the author's problem.