DevOps teams are challenged with monitoring, tracking and troubleshooting issues in a context where continuous integration servers and DevOps tools emit their own logging data. Machine data can come from numerous sources, and CD tools may not agree on a common method. Once log data has been acquired, assembling meaningful real-time metrics such as the condition of your host environment, the number of running containers, CPU usage, memory consumption and network performance can be challenging.