Dataflow's Secret

With a long history of completion and accuracy, Dataflow, the fully managed streaming analytics solution offered by Google Cloud, consistently delivers the goods

To assist users in identifying and diagnosing stragglers, Dataflow offers an array of observability tools

Dataflow uses proactive load balancing and unhealthy node repair to automatically prevent and mitigate stragglers whenever possible

In-context observability is Dataflow's first straggler strategy. Google Cloud helps users identify worker and node stragglers

When a straggler is found, Dataflow looks for likely causes as soon as it can

Dataflow logs the detected key to aid in debugging when jobs are executed with the pipeline option enabled

Auto-mitigation is your strongest line of defence in Dataflow against stragglers