Hello @Shyam Sreeramula
Azure Data Factory is much more than just executing a stored procedure, you can perform multiple operations using it
You can also run the SSIS packages on cloud using ADF
If you want to get away from SSIS packages and want to fully move to PaaS, then you can identify the efforts needed for the current design to redevelop using ADF components, if you are comfortable with SSIS and want to leverage the cloud integration then you can run your SSIS packages on cloud
SSIS works well when several of the following statements are true:
1) Your workload is mostly or completely on-premises
2) You already own SQL Server 2016 or newer
3) Your ETL processes are running consistently throughout the day, not concentrated just on certain times of the day
4) Your organization already has an investment in SSIS assets
ADF is a great choice when several of the following describe your setup:
1) Your organization is growing, and you want to pay for what you are currently using, not what you plan to use in the future
2) Most or all of your workload is in the cloud
3) You have spikes of activity when your ETL processes are running (nightly, 2x daily, etc.)
4) Your leadership is comfortable with a variable, consumption-based pricing model
You can read more on this here