AN INTRODUCTION TO SPARK AND TO ITS …
[Pages:30]AN INTRODUCTION TO SPARK AND TO ITS PROGRAMMINGMODEL
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Introduction toApache Spark
? Fast, expressive cluster computing system compatible with Apache Hadoop
? It is much faster and much easier than Hadoop MapReduce to use due its rich APIs
? Large community
? Goes far beyond batch applications to support a variety of workloads:
? including interactive queries, streaming, machine learning, and graph processing
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Introduction toApache Spark
? General-purpose cluster in-memory computing system ? Provides high-level APIs in Java, Scala, python
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Uses Cases
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Uses Cases
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Real Time Data Architecture for analyzing tweets - Twitter Sentiment Analysis
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Spark Ecosystem
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