We've had the same problems. Unfortunately we have so many metrics being stored in Graphite that we've come to rely on it for different monitoring tools. This post has some great information on how to scale out Graphite to hopefully make it more stable and efficient for you: https://grey-boundary.io/the-architecture-of-clustering-grap...