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Towards efficient big data processing in data centres

Luo Mai, Paolo Costa, Google (Firm)
To be production-friendly, this runtime can run in commodity network elements and guarantee fair resource sharing [...]  ...  Chi has a control loop that embeds control messages in data channels to seamlessly monitor and coordinate a streaming pipeline.  ...  When deep learning algorithms are implemented on traditional distributed platforms such as Hadoop or Spark, servers have to synchronise every iteration.  ... 
doi:10.25560/64817 fatcat:gdusud7odbeblacutbfta3xjqi