Hi @Rajesh Bommagani ,this might help. Please go through them.
https://learn.microsoft.com/en-us/azure/data-factory/concepts-integration-runtime-performance
https://stackoverflow.com/questions/70359786/integration-runtime-out-of-memory-adf
https://stackoverflow.com/questions/49824206/adf-self-hosted-runtime-consuming-all-of-the-memory