Solutions like this can help with complex transformations that rely on intermediate state like streaming aggregations. They often have watermarking, windowing,

Solutions like this can help with complex transformations that rely on intermediate state like streaming aggregations. They often have watermarking, windowing, and all that good stuff built in whereas with redis you would have to build all of that in your application.