With the increase of stream data, a demand for stream processing has become diverse and complicated. To meet this demand, several stream processing engines (SPEs) have been developed which execute continuous queries (CQs) to process continuous data streams. We at KDE laboratory are working in different research directions to solve the open research problems in stream processing and its effective analysis.