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Discretized streams: fault-tolerant streaming computation at scale

SOSP, pp.423-438, (2013)

Cited by: 1126|Views276
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Abstract

Many "big data" applications must act on data in real time. Running these applications at ever-larger scales requires parallel platforms that automatically handle faults and stragglers. Unfortunately, current distributed stream processing models provide fault recovery in an expensive manner, requiring hot replication or long recovery time...More

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