Recovery Point Objective (RPO)

Recovery Point Objective (RPO) defines the maximum acceptable amount of data loss an organization can tolerate, measured in time, during a disaster or system failure. For a streaming system, RPO relates to how frequently state is checkpointed; a lower RPO (e.g., seconds) requires more frequent checkpointing to minimize potential data loss upon recovery. It's a key metric for designing fault-tolerant systems.