when a transaction would need to involve systems written by different groups of people (e.g., when data is written from a stream processor to a distributed key-value store or search index), the lack of a standardized transaction protocol makes integration much harder. An ordered log of events with idempotent consumers (see “Idempotence”) is a much simpler abstraction, and thus much more feasible to implement across heterogeneous systems [7].
