Set each DStreams in this context to remember RDDs it generated
in the last given duration. DStreams remember RDDs only for a
limited duration of time and releases them for garbage collection.
This method allows the developer to specify how long to remember
the RDDs (if the developer wishes to query old data outside the
Minimum duration (in seconds) that each DStream should remember its RDDs