Batch Processing Alternatives

Architecture

Real-time streaming and event-driven systems replace traditional batch processing by facilitating instantaneous state updates in crypto derivatives. These event-based models ensure that market data, order matching, and risk calculations occur as individual transactions rather than waiting for grouped intervals. By eliminating the structural lag associated with discrete collection cycles, trading venues achieve sub-millisecond execution and more responsive feedback loops for participants.