Identify hot partition

**Describe the issue logically**
A hot partition means that only subset of the cores in the cluster do the work.

**Describe the condition when the issue happens**
- We need a way to perform a hot partition check on a shard level and show it in the dashboard

**What the user should do when this happens**
Change their data model

**Any Other info or Links.**