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  • AI, ML & Data Engineering Follow 952 Followers

    Big Data Processing with Apache Spark - Part 3: Spark Streaming

    by Srini Penchikala Follow 36 Followers on  Jan 07, 2016 8

    In this article, third installment of Apache Spark series, author Srini Penchikala discusses Apache Spark Streaming framework for processing real-time streaming data using a log analytics sample application.

  • AI, ML & Data Engineering Follow 952 Followers

    Big Data Processing with Apache Spark - Part 2: Spark SQL

    by Srini Penchikala Follow 36 Followers on  Apr 16, 2015 1

    Spark SQL, part of Apache Spark big data framework, is used for structured data processing and allows running SQL like queries on Spark data. In this article, Srini Penchikala discusses Spark SQL module and how it simplifies running data analytics using SQL interface. He also talks about the new features in Spark SQL, like DataFrames and JDBC data sources.

  • AI, ML & Data Engineering Follow 952 Followers

    Big Data Processing with Apache Spark – Part 1: Introduction

    by Srini Penchikala Follow 36 Followers on  Jan 30, 2015 8

    Apache Spark is an open source big data processing framework built around speed, ease of use, and sophisticated analytics. In this article, Srini Penchikala talks about how Apache Spark framework helps with big data processing and analytics with its standard API. He also discusses how Spark compares with traditional MapReduce implementation like Apache Hadoop.

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