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