Apache Storm

Apache Storm

Apache Storm is an open source distributed realtime computation system. It processes unbounded streams of data, doing realtime analytics, machine learning, etc. Storm is fault-tolerant and guarantees your data will be processed.
Ai Tools & Services Data Processing
Apache Storm image
realtime analytics distributed faulttolerant
Apache Storm alternatives ➤

Apache Storm: Open Source Distributed Realtime Computation System

Process unbounded streams of data in real-time for analytics, machine learning, and more with Apache Storm, a fault-tolerant open source system that guarantees data processing.

What is Apache Storm?

Apache Storm is an open source distributed realtime computation system for processing large volumes of high-velocity data. It provides capabilities for realtime data processing, data integration, extracting valuable insights from data streams, online machine learning, and more.

Storm is designed to be fast, scalable, and robust. It can process over a million tuples per second per node. Storm runs on the JVM, can work with any programming language, and easily integrates with queueing and database technologies.

Some key capabilities and benefits of Apache Storm include:

  • Processes unbounded streams of data in real time with very low latency.
  • Fault-tolerant so that data processing will continue even if a node fails.
  • Guarantees that every tuple will be processed.
  • Scalable, with ability to scale to massive volumes of data and nodes.
  • Easy to set up and operate on cloud infrastructure like AWS.
  • Integrates easily with a variety of data sources and external systems.

Storm is used by companies for realtime analytics, online machine learning, continuous computation, distributed RPC, ETL, and more. It processes data streams from sources like Kafka, Kinesis, Twitter, or custom sources and allows you to define topologies to transform and analyze this data.

Apache Storm Features

Features

  1. Distributed and fault-tolerant
  2. Processes unbounded streams of data
  3. Real-time analytics and machine learning
  4. Processes data rapidly
  5. Integrates with queueing and database technologies

Pricing

  • Open Source

Pros

Highly scalable

Fast processing of streaming data

Fault tolerance avoids data loss

Integrates with many data sources and technologies

Open source and free

Cons

Complex to set up and manage

Requires DevOps skills to operate and tune

Only guarantees at-least once processing semantics

Official Links

Official Website
https://storm.apache.org

The Best Apache Storm Alternatives

Top Ai Tools & Services and Data Processing and other similar apps like Apache Storm

Here are some alternatives to Apache Storm:

Amazon Kinesis icon
Amazon Kinesis
Apache Flink icon
Apache Flink
Apache Spark icon
Apache Spark
Heron icon
Heron
Gearpump icon
Gearpump
Suggest an alternative ❐

Amazon Kinesis icon

Amazon Kinesis

Amazon Kinesis is a cloud-based managed service offered by Amazon Web Services (AWS) to allow for real-time streaming data ingestion and processing. It is designed to easily ingest and process high volumes of streaming data from multiple sources simultaneously, making it well-suited for real-time analytics and big data workloads.Some key...
Amazon Kinesis image
Apache Flink icon

Apache Flink

Apache Flink is an open-source stream processing framework developed by the Apache Software Foundation. It is designed to perform high-throughput and low-latency data processing over unbounded and bounded data streams.Some key capabilities and features of Apache Flink include:Stateful stream processing - Flink maintains state across stream events and windows, allowing...
Apache Flink image
Apache Spark icon

Apache Spark

Apache Spark is an open-source distributed general-purpose cluster-computing framework designed for large-scale data processing and analytics. Some key points about Apache Spark:It provides a fast and general engine for large-scale data processing that runs workloads 100x faster than Hadoop MapReduce in memory, or 10x faster on disk.It supports Java, Scala,...
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Heron icon

Heron

Heron is a free, open source vector graphics editor for Windows, Mac and Linux operating systems. Developed by Agfa Monotype, Heron aims to provide a user-friendly alternative to commercial software like Adobe Illustrator or CorelDRAW.Some key features of Heron include:Intuitive user interface with familiar tools and workflows for design and...
Heron image
Gearpump icon

Gearpump

Gearpump is an open-source distributed streaming data processing engine optimized for high performance, scalability, and fault tolerance. It can be used to build large-scale, real-time data pipelines to ingest, process, and analyze continuous streams of data from various sources like applications, sensors, mobile devices etc.Some key highlights of Gearpump:Scalable -...
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