od labels</a>. In this case, we can’t use autoscaling anymore because it’s now being done by two independent autoscalers, one for each Deployment, so the replica ratios (percentages) may vary from the desired ratio, depending purely on load.</p><p>Whether we use one deployment or two, canary management using deployment features of container orchestration platforms like Docker, Mesos/Marathon, or Kubernetes has a fundamental problem: the use of instance scaling to manage the traffic; traffic version dist