๐ In this blog, we are going to cover ๐๐ฉ๐๐๐ก๐ ๐๐ฉ๐๐ซ๐ค ๐๐ซ๐๐ก๐ข๐ญ๐๐๐ญ๐ฎ๐ซ๐ ๐ ๐ฎ๐ง๐๐๐ฆ๐๐ง๐ญ๐๐ฅ๐ฌ which is an open-source computing framework and a unified analytics engine for a large amount of data processing and machine learning.
๐ Apache Spark Architecture is not only used for ๐ซ๐๐๐ฅ-๐ญ๐ข๐ฆ๐ ๐ฉ๐ซ๐จ๐๐๐ฌ๐ฌ๐ข๐ง๐ but it is also used for batch processing and it can give you a hundred times faster performance than the traditional map-reduce which comes around with Hadoop.
๐ Spark Architecture or Apache Spark is a parallel processing framework that supports in-memory processing to boost the performance of big-data analytical applications and the Apache Spark core engine of which its resources are managed by YARN. In simple words, ๐๐ฉ๐๐ซ๐ค ๐๐ซ๐๐ก๐ข๐ญ๐๐๐ญ๐ฎ๐ซ๐ ๐ข๐ฌ ๐ค๐ง๐จ๐ฐ๐ง ๐๐จ๐ซ ๐ข๐ญ๐ฌ ๐ฌ๐ฉ๐๐๐ ๐๐ง๐ ๐๐๐๐ข๐๐ข๐๐ง๐๐ฒ.
Want to know more๐ค about Apache Spark Architecture Fundamentals, read the blog post at https://k21academy.com/dp20321 to learn more.
Topics, weโll cover:
๐ What are Spark Architecture Fundamentals
๐ What is Azure Databricks Spark Cluster
๐ How to Create Cluster.
๐ Understanding the Architecture of Spark job.
๐ Jobs and Stages in Spark Architecture
๐ Cluster Management in Spark Architecture
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