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...Distributed streaming machine learning aditya ramamoorthy anindya bijoy das and li tang straggler resistant matrix computation via coding theory removing a bottleneck in large scale data processing he current big era routinely requires the of on massive computing clusters tin these applications sets are often so that they cannot be housed memory or disk any one com puter thus typically across multiple nodes is neces sity rather than luxury widespread use such presents several opportunities advantages over traditional paradigms however it also newer chal lenges where theoretic ideas have recently had signifi cant impact which can heterogeneous nature suffer from problem stragglers slow failed worker system overall speed dominated by slowest node ab sence sophisticated assignment tasks to issues potential impor tant basic as but not limited training models operations vector multiplication multipli cation henceforth referred computations play significant role parts pipe line see within se...