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Apache Hadoop

hadoop.apache.org
Data Integration
Weekend Project

Open-source software for reliable, scalable, distributed computing

How to Replace Apache Hadoop
Compare:vs Censusvs Windsor.aivs Rivery

Overview

Apache Hadoop is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. It is designed to scale from single servers to thousands of machines, with built-in failure detection and handling at the application layer to deliver high-availability services.

Features

11 features across 11 categories

APIs(1)

New File System APIs

Moved HDFS-specific APIs to Hadoop Common including recoverLease(), isFileClosed(), and setSafeMode() interfaces

Also in: OpenText, tray.io, Hugging Face

Cluster Management(1)

Hadoop YARN

A framework for job scheduling and cluster resource management

Also in: Kubernetes Dashboard, Rancher, Red Hat

Core Computing(1)

Distributed Processing

Framework for distributed processing of large data sets across clusters of computers

Infrastructure(1)

Scalability

Designed to scale from single servers to thousands of machines, each offering local computation and storage

Also in: Litmos, marvel-app, LiveKit

Integrations(1)

AWS S3A Connector

Connector for Amazon S3 integration with configurable AWS SDK versions

Also in: ReadMe, Hugging Face, Setmore

Modules(1)

Hadoop Common

Common utilities that support the other Hadoop modules

Also in: Qualtrics, Redis Cloud, Terraform

Processing(1)

Hadoop MapReduce

A YARN-based system for parallel processing of large data sets

Also in: Uploadcare, Mux, Brightcove

Reliability(1)

Fault Tolerance

Detects and handles failures at the application layer to deliver highly-available service without relying on hardware

Also in: Make, LiveKit, Internal-io

Security(1)

HDFS RBF RDBMS Token Storage

HDFS Router-Router Based Federation now supports storing delegation tokens on MySQL to improve token operations

Security & Compliance(1)

Software Bill of Materials (SBOM)

Publishes SBOM artifacts using CycloneDX Maven plugin for transparency and compliance

Storage(1)

Hadoop Distributed File System (HDFS)

A distributed file system that provides high-throughput access to application data

Cost Calculator

Pricing data not available for Apache Hadoop. Check their website for current pricing.

Build vs Buy

Should you build a Apache Hadoop alternative or buy the subscription? Estimate based on 11 features.

Buy Apache Hadoop

Better Value
Monthly costContact Sales
3-year totalVaries
Time to deployDays

Build Your Own

Development cost$12,000
Maintenance$180/mo
3-year total$18,480
Dev time~1 months

Buying Apache Hadoop saves ~$18,480 over 3 years vs building.

Estimates based on 11 features and a BuildScore of 5/5. Actual costs vary.

Integrations

15 known integrations

Amazon AWS S3Apache AmbariApache AvroApache CassandraApache ChukwaApache HBaseApache HiveApache MahoutApache OzoneApache PigApache SparkApache SubmarineApache TezApache ZooKeeperMySQL