In this article from +InfoWorld by John Hugg of Volt DB he talks about processing data as it arrives which can be done via open source software by Apache's Storm (Twitter) or Kafka (LinkedIn).
It definitely makes since for such large volumes of data to process it as you add it to the database.
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