Real-time Data Processing is a computing paradigm focused on ingesting, transforming, analyzing, and acting upon data as it arrives, typically within milliseconds or seconds of its creation. The core objective is to minimize the latency between when data is generated and when insights or actions are derived from it. This contrasts with batch processing, which collects and processes data in large, accumulated groups over longer periods.
RisingWave is a distributed SQL streaming database specifically built for real-time data processing and analytics. It excels by:
By providing these capabilities, RisingWave enables developers to build robust applications that leverage real-time data processing for immediate insights and actions.