Top 12 Open-Source Alternatives to Apache Spark

Product categories

Analytics Big Data Big Data Analytics Big Data Tools Data Dashboard Data Management Data Warehousing Database Tools Databases NoSQL Databases Relational Databases Stream Processing

Summary

The top open-source alternatives to Apache Spark are Apache Flink, Hadoop, and Apache Storm. One of the criteria for ordering this list is the number of mentions that products have on reliable external sources. You can suggest additional sources through the form here.

Apache Flink Landing Page
1

Apache Flink

Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.
Pricing:
- Open Source
#Stream Processing #Big Data #Developer Tools 27 social mentions
Hadoop Landing Page
2

Hadoop

Open-source software for reliable, scalable, distributed computing
Pricing:
- Open Source
#Databases #NoSQL Databases #Big Data 15 social mentions
Apache Storm Landing Page
3

Apache Storm

Apache Storm is a free and open source distributed realtime computation system.
Pricing:
- Open Source
#Big Data #Data Management #Databases 11 social mentions
Apache Hive Landing Page
4

Apache Hive

Apache Hive data warehouse software facilitates querying and managing large datasets residing in distributed storage.
Pricing:
- Open Source
#Databases #Big Data #Data Warehousing 8 social mentions
Databricks Landing Page
5

Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?
Pricing:
- Open Source
#Data Science #Data Dashboard #Database Tools 17 social mentions
Apache Druid Landing Page
6

Apache Druid

Fast column-oriented distributed data store
Pricing:
- Open Source
#Databases #Big Data #Data Analysis 9 social mentions
Presto DB Landing Page
7

Presto DB

Distributed SQL Query Engine for Big Data (by Facebook)
Pricing:
- Open Source
#Database Tools #Data Dashboard #Big Data Analytics 6 social mentions
Apache Beam Landing Page
8

Apache Beam

Apache Beam provides an advanced unified programming model to implement batch and streaming data processing jobs.
Pricing:
- Open Source
#Big Data #Data Dashboard #Data Warehousing 14 social mentions
Redis Landing Page
9

Redis

Redis is an open source in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.
Pricing:
- Open Source
#Key-Value Database #NoSQL Databases #Databases 183 social mentions
Google BigQuery Landing Page
10

Google BigQuery

A fully managed data warehouse for large-scale data analytics.
Pricing:
- Open Source
#Data Management #Data Warehousing #Data Dashboard 35 social mentions
Confluent Landing Page
11

Confluent

Confluent offers a real-time data platform built around Apache Kafka.
Pricing:
- Open Source
#Stream Processing #Big Data #Data Management 1 social mentions
ClickHouse Landing Page
12

ClickHouse

ClickHouse is an open-source column-oriented database management system that allows generating analytical data reports in real time.
Pricing:
- Open Source
#Databases #Relational Databases #Data Warehousing 43 social mentions