Hadoop vs spark - PowerPoint PPT Presentation

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Hadoop vs spark

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The critical thing to remember about Spark and Hadoop is they are not mutually exclusive or inclusive but they work well together and makes the combination strong enough for lots of big data applications. – PowerPoint PPT presentation

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Title: Hadoop vs spark


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Hadoop VS Spark
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  • The critical thing to remember about Spark and
    Hadoop is they are not mutually exclusive or
    inclusive but they work well together and makes
    the combination strong enough for lots of big
    data applications.
  • Hadoop Defined
  • A software library and a framework for permitting
    the distributed processing of big data sets among
    computer clusters using with the help of
    noncomplex programming models is called Hadoop
    and is the project of Apache organization.

More ..
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From scaling single computer systems up to
thousands of systems for computing power and
storage, Hadoop does the job with ease.  For
creating the Hadoop framework there are a set of
modules created by Hadoop.  The Primary Hadoop
Framework Modules Are Hadoop Common Hadoop
Distributed File System (HDFS) Hadoop YARN Hadoop
MapReduce
More ..
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  • Spark Defined
  • A rapid and a proper engine for big data
    processing used by most of the Apache Spark
    developers is called Spark. Hadoop's big data
    framework is 800-lb gorilla and Spark is 130-lb
    big data cheetah.
  • The real-time data processing capability and
    MapReduce's disk-bound engine are compared to and
    the real-time game is won by the former. Spark is
    also considered a module on Hadoop project page.
  • A cluster-computing framework called spark means
    it is contesting with lots of MapReduce than with
    the whole Hadoop.

More ..
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  • Some Major Points Include 
  • Performance
  • Ease of Use
  • Costs
  • Compatibility
  • Data Processing
  • Join DBA Course to learn more about Database and
    Analytics Tools.
  • Stay connected to CRB Tech for more technical
    optimization and other updates and information.

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