Yep, absolutely, Extended Events.
You also have access to the same DMVs to query the cache, sys.dm_exec_requests, etc., and you have Query Store, which is on by default in Azure SQL Database. However, BLOB EATER has it right if you want detailed query calls, Extended Events is the way to go.
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Author of:
SQL Server Execution Plans
SQL Server Query Performance Tuning