In the case of persisting events, all events that are pushed to the event queue are persisted to the event log. This makes the system slow. In order to improve the performance of the system, there should be a mechanism to persist only events that have the capability to alter the state of the system, that is, read events do not alter the state of the system whereas write events will alter the state. So, there should be a mechanism in place to persist only write events.

This can be made possible with the event collectors by differentiating read events and write events. There should also be separate queues to handle read and write events. Using this mechanism, it is easy to ensure that events in the read event queue are not persisted and only the events in the write event queue are persisted. This concept is depicted in the...