How is fault tolerance handled in Spark streaming?

Spark Streaming components Data model All data is modeled as RDDs, built by design with lineage of deterministic operations, i.e. any re-computation always leads to the same result. Essentially the same process (however with a different mechanism) as in Hadoop's fault-tolerance for ...

5 Big Data Trends Impacting Financial Institutions in 2016

The adoption of industry standards and more mature platforms will shift big data's focus from IT-driven infrastructure projects to business-driven data solutions. Those who adopt big data strategies early and aggressively will realize operational efficiencies and top-line growth. In 2016, we ...
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