I don't think it would be possible for me to migrate the report into a web based report, as i need a specific set of data which i can only get by querying the database using my own SQL query, and creating a report from an SQL query seems to be only supported in the legacy report writer.
I will probably change my report output format to excel rather than PDF as it seems the excel sheet generated does not have these issues.