Top 12 Open-Source Alternatives to Apache Spark

Apache Spark

Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

As Apache Spark is an open source project, you can find more open source alternatives and stats on LibHunt.

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Product categories

Application And Data Big Data Big Data Analytics Big Data Tools Data Analysis Data Dashboard 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 Hive. 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
#Big Data #Stream Processing #Web Frameworks 40 social mentions
Hadoop Landing Page
2

Hadoop

Open-source software for reliable, scalable, distributed computing
Pricing:
- Open Source
#Big Data #Databases #NoSQL Databases 23 social mentions
Apache Hive Landing Page
3

Apache Hive

Apache Hive data warehouse software facilitates querying and managing large datasets residing in distributed storage.
Pricing:
- Open Source
#Big Data #Databases #Relational Databases 8 social mentions
Apache Storm Landing Page
4

Apache Storm

Apache Storm is a free and open source distributed realtime computation system.
Pricing:
- Open Source
#Data Dashboard #Big Data #Stream Processing 11 social mentions
ClickHouse Landing Page
5

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 55 social mentions
PostgreSQL Landing Page
6

PostgreSQL

PostgreSQL is a powerful, open source object-relational database system.
Pricing:
- Open Source
#Databases #NoSQL Databases #Relational Databases 16 social mentions
Apache Druid Landing Page
7

Apache Druid

Fast column-oriented distributed data store
Pricing:
- Open Source
#Big Data #Databases #Data Analysis 10 social mentions
Google BigQuery Landing Page
8

Google BigQuery

A fully managed data warehouse for large-scale data analytics.
Pricing:
- Open Source
#Data Dashboard #Big Data #Data Management 42 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
#Databases #Graph Databases #NoSQL Databases 216 social mentions
Apache Beam Landing Page
10

Apache Beam

Apache Beam provides an advanced unified programming model to implement batch and streaming data processing jobs.
Pricing:
- Open Source
#Data Dashboard #Big Data #Big Data Tools 15 social mentions
Presto DB Landing Page
11

Presto DB

Distributed SQL Query Engine for Big Data (by Facebook)
Pricing:
- Open Source
#Data Dashboard #Big Data #Database Tools 10 social mentions
Greenplum Database Landing Page
12

Greenplum Database

Greenplum Database is an open source parallel data warehousing platform.
Pricing:
- Open Source
#Big Data #Databases #Relational Databases 4 social mentions