The value of stream processing systems stems largely from the timeliness of the results these systems provide. Early stream processors followed the record-at-a-time approach, servicing each data point as soon as it arrives at the system. While these systems provide good latency, their behaviors become less desirable when applications require high throughput, fault tolerance, or usage of statefu...
