Apache Spark Alternatives
Apache Spark is described as 'Multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters' and is a Cloud Computing service in the business & commerce category. There are more than 10 alternatives to Apache Spark for a variety of platforms, including Linux, Mac, Windows, SaaS and Web-based apps. The best Apache Spark alternative is Apache Hadoop, which is both free and Open Source. Other great apps like Apache Spark are Amazon Kinesis, ILUM, Apache Flink and Disco MapReduce.
- Cloud Computing Service
- Free • Open Source
Apache Hadoop is a open source software framework that supports data-intensive distributed applications licensed under the Apache v2 license. It enables applications to work with thousands of computational independent computers and petabytes of data.
License model
- Free • Open Source
Country of Origin
United States
Platforms
- Mac
- Windows
- Linux
Apache Hadoop Features
Apache Hadoop VS Apache Spark
Amazon Kinesis services make it easy to work with real-time streaming data in the AWS cloud.
License model
- Paid • Proprietary
Application type
Country of Origin
- United States
Platforms
- Software as a Service (SaaS)
- Amazon Web Services
Amazon Kinesis Features
Amazon Kinesis VS Apache Spark
License model
- Freemium • Proprietary
Application types
Country of Origin
- United States
Platforms
- Self-Hosted
- Software as a Service (SaaS)
- Kubernetes
ILUM VS Apache Spark
Flink’s core is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations over data streams.
Apache Flink Features
Apache Flink VS Apache Spark
Disco is a lightweight, open-source framework for distributed computing based on the MapReduce paradigm and written in Python.
License model
- Free • Open Source
Platforms
- Mac
- Windows
- Linux
Disco MapReduce Features
Disco MapReduce VS Apache Spark
Apache Heron (Incubating) is a realtime, distributed, fault-tolerant stream processing engine from Twitter.
License model
- Free • Open Source
Application type
Country of Origin
- United States
Platforms
- Linux
- Self-Hosted
Heron Features
Heron VS Apache Spark
8 Apache Storm alternativesApache Storm is a free and open source distributed realtime computation system. Storm makes it easy to reliably process unbounded streams of data, doing for realtime processing what Hadoop did for batch processing.
License model
- Free • Open Source
Country of Origin
- United States
Platforms
- Mac
- Windows
- Linux
- BSD
Apache Storm Features
Apache Storm VS Apache Spark
Object storage has been nothing short of revolutionary. S3 broke ground in 2006 with simple storage operations on named objects – and 18 years later, S3 Express One Zone even allows appends. But ultimately, object storage is all about blobs and byte ranges.
License model
- Freemium • Proprietary
Country of Origin
- United States
Platforms
- Mac
- Windows
- Linux
- Online
- Homebrew
S2 Features
S2 VS Apache Spark
Proton is a unified streaming and historical data processing engine in a single binary. It helps data engineers and platform engineers solve complex real-time analytics use cases, and powers the Timeplus streaming analytics platform.
License model
- Free • Open Source
Platforms
- Mac
- Linux
Timeplus Proton VS Apache Spark
Upsolver is an In-Memory Data Preparation Platform. It removes the complexity from Big Data and Real-Time projects and shortens their implementation time from weeks/months to several hours, literally.
Upsolver Features
Upsolver VS Apache Spark
