It seems like there is not much literature about Spark's Accumulators so I thought I'd ask here:
Do Accumulators reside in a Task ? Are they being serialized with the task ? Sent back on task completion as part of the ResultTask ? Are they reliable ? If so, when ? Can I relay on accumulators value only after the task was successfully complete (meaning in the driver) ? Or also during the task execution as well (what about speculative execution) ? What are the limitations on the number (or size) of Accumulators ? Thanks, Amit