CrowdStrike is a leading provider of cloud-native endpoint protection. They want to be able to automatically scale server resources to account for changing volumes of security event traffic. The CrowdStrike Clinic Team is redesigning an existing automatic scaling algorithm to scale Kafka consumers in Kubernetes. The most effective algorithm will minimize the amount of processing time and the cost of deploying consumers to best support CrowdStrike and its customers.