diff --git a/docs/usage/trouble_shooting.md b/docs/usage/trouble_shooting.md
index a938fe10..1d564493 100644
--- a/docs/usage/trouble_shooting.md
+++ b/docs/usage/trouble_shooting.md
@@ -1,11 +1,14 @@
 # Trouble Shooting
 
 ## Kepler Pod failed to start
+
 ### Background
+
 Kepler uses eBPF to obtain performance counter readings and processes stats. Since eBPF requires kernel headers, Kepler will fail to start up when the kernel headers are missing.
 
 ### Diagnose
-To confirm, check the Kepler Pod logs with the following command and look for message `not able to load eBPF modules`. 
+
+To confirm, check the Kepler Pod logs with the following command and look for message `not able to load eBPF modules`.
 
 ```bash
 kubectl logs -n kepler daemonset/kepler-exporter
@@ -28,7 +31,7 @@ On OpenShift, install the MachineConfiguration [here](https://github.com/sustain
 
 ### Background
 
-Kepler uses RAPL counters on x86 platforms to read energy consumption. 
+Kepler uses RAPL counters on x86 platforms to read energy consumption.
 VMs do not have RAPL counters and thus Kepler estimates energy consumption based on the pre-trained ML models. The models use either hardware performance counters or cGroup stats to estimate energy consumed by processes. Currently the cGroup based models use cGroup v2 features such as `cgroupfs_cpu_usage_us`, `cgroupfs_memory_usage_bytes`, `cgroupfs_system_cpu_usage_us`, `cgroupfs_user_cpu_usage_us`, `bytes_read`, and `bytes_writes`.
 
 ### Diagnose
@@ -43,4 +46,4 @@ ls /sys/fs/cgroup/cgroup.controllers
 
 Enable cGroup v2 on the node by following [these Kubernetes instruction](https://kubernetes.io/docs/concepts/architecture/cgroups/).
 
-On OpenShift, apply [these cGroup v2 MachineConfiguration](https://github.com/sustainable-computing-io/kepler/tree/main/manifests/config/cluster-prereqs)
\ No newline at end of file
+On OpenShift, apply [these cGroup v2 MachineConfiguration](https://github.com/sustainable-computing-io/kepler/tree/main/manifests/config/cluster-prereqs)