Hi@akhtar
Generally, Spark streaming is used for real time processing. But it is an older or rather you can say original, RDD based Spark structured streaming is the newer, highly optimized API for Spark. Users are advised to use the newer Spark structured streaming API for Spark.
Hope this will clear your doubt.
Thank You