article thumbnail

The Tale of Apache Hadoop YARN!

Analytics Vidhya

The post The Tale of Apache Hadoop YARN! Initially, it was described as “Redesigned Resource Manager” as it separates the processing engine and the management function of MapReduce. Apart from resource management, […]. appeared first on Analytics Vidhya.

article thumbnail

Learn Everything about MapReduce Architecture & its Components

Analytics Vidhya

Introduction MapReduce is part of the Apache Hadoop ecosystem, a framework that develops large-scale data processing. Other components of Apache Hadoop include Hadoop Distributed File System (HDFS), Yarn, and Apache Pig. This article was published as a part of the Data Science Blogathon.

article thumbnail

Top 15 Big Data Softwares to Know About in 2023

Analytics Vidhya

Best Big Data Softwares - Apache Hadoop, Apache Spark, apache Kafka, Apache Storm, Apache Cassandra, Apache Hive, zoho & more.

article thumbnail

How to Launch First Amazon Elastic MapReduce (EMR)?

Analytics Vidhya

Introduction Amazon Elastic MapReduce (EMR) is a fully managed service that makes it easy to process large amounts of data using the popular open-source framework Apache Hadoop. EMR enables you to run petabyte-scale data warehouses and analytics workloads using the Apache Spark, Presto, and Hadoop ecosystems.

article thumbnail

YARN – Yet Another Resource Negotiator

Analytics Vidhya

In today’s world, data is being generated at an ever-growing pace, leading to a boom in demand for Big Data tools such as Hadoop, Pig, Spark, Hive, and many more. The tool that stands out the most is Apache Hadoop, and one of its core components is YARN. Apache Hadoop YARN, or as it is […].

article thumbnail

A Dive into the Basics of Big Data Storage with HDFS

Analytics Vidhya

Introduction HDFS (Hadoop Distributed File System) is not a traditional database but a distributed file system designed to store and process big data. It is a core component of the Apache Hadoop ecosystem and allows for storing and processing large datasets across multiple commodity servers.

article thumbnail

A Practical Introduction to PySpark

Towards AI

Apache Spark: Apache Spark is an open-source data processing framework for processing large datasets in a distributed manner. It leverages Apache Hadoop for both storage and processing. It does in-memory computations to analyze data in real-time. select: Projects a… Read the full blog for free on Medium.