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 ...

Big Data and Internet of Things – How the Future of Data Analysis is Evolving

The IoT and 'Big Data' are the fresh thresh out technology topics in the past few years, big data, meanwhile, can be described with the cooperation of '4 Vs', i.e., volume, velocity, variety and veracity. The IoT will immensly increase ...

6 Major Tips of a Successful Predictive Analytics Project This 2016

Over the years we all helped organizations bring predictive analytics modelling in house and have learned a lot along the way. The use of predictive analytics has had a great impact on the company impact, resulting in better business decisions ...
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