@Debayan  thank you for your reply.

Reference link helps to get the cluster usage tags from notebook when the cluster is completly up and running.

Our requirement is to extract cluster usage tags during the cluster initiation and pass this info to spark layout for azure databricks spark monitoring jar(12.2 lts).