Best .NET for Apache Spark Alternatives & Competitors in 2025

Apache Flume is a distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log data.

Vertica is a grid-based, column-oriented database designed to manage large, fast-growing volumes of...

Key Vertica features:

High Performance Scalability Advanced Analytics Integration

Open Source

All-in-one work management platform for team collaboration. .

Key Flowlu features:

Project Management Task Management Time Tracking Invoice Management

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Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

Key Apache Flink features:

Real-time Stream Processing Event Time Processing State Management Fault Tolerance

Open Source

Printopia is a wireless printing application that allows users to print anything directly from their iPhone or iPad.

Key Printopia features:

Easy Setup Wide Compatibility Secure Printing No Cloud Requirement

Fast column-oriented distributed data store.

Key Apache Druid features:

Real-Time Data Ingestion High Performance Scalability Flexible Data Exploration

Open Source

Fully managed extract, transform, and load (ETL) service.

Key AWS Glue features:

Fully Managed Scalability Serverless Integrated Data Catalog

Distributed SQL Query Engine for Big Data (by Facebook).

Key Presto DB features:

High-Performance Query Engine Distributed SQL Query Engine Versatility ANSI-SQL Compatibility

Open Source

Impala is a modern, open source, distributed SQL query engine for Apache Hadoop.

Open Source

Apache Hive data warehouse software facilitates querying and managing large datasets residing in distributed storage.

Key Apache Hive features:

Scalability SQL-like Interface Integration with Hadoop Ecosystem Schema on Read

Open Source

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

Key Apache Spark features:

Speed Ease of Use Advanced Analytics Scalability

Open Source

Application and Data, Languages & Frameworks, and MVC Tools.

Key Laravel Nova features:

Ease of Integration User Interface Resource Management Customizability

Clustering and highly scalable data distribution platform for Java.

Key Hazelcast features:

Scalability In-Memory Data Grid High Availability Ease of Use