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Top Rated Big Data Software with Linux

Last updated: July 2026

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41 software options

SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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API Server logo
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Build enterprise-ready REST APIs from any database

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CData's API Server can be used to build REST APIs from any database including SQL Server, MySQL, DB2, Mongo, and others. API Server users can create fully-documented, discoverable APIs using existing enterprise data. This solution provides configuration options for database / data source connection plus authentication and permissions for increased security. It allows users to publish APIs locally or in the cloud. API Server can integrate with Microsoft Power BI and other popular systems.

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MongoDB logo

Database management and application development software

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AI demands adaptability. MongoDB offers flexible, scalable, AI-ready data solutions, eliminating friction and accelerating innovation.

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Rulex logo

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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Lobster Data World logo

Connecting People & Data for a Better Future.

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Lobster is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises.
The Lobster Data Platform, Data Network and a growing portfolio of plug-and-play Lobster Data Products build our Lobster Data World.

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Neural Designer logo

Code-Free Data Science and Machine Learning Platform

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Neural Designer is a user-friendly app for data science and machine learning.

It allows you to build AI-powered applications without coding or building block diagrams.

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Cleo Integration Cloud logo

AI-powered supply chain integration platform

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Cleo Integration Cloud is a supply chain orchestration platform that combines EDI compliance, API integration, and AI-driven automation capabilities. The platform features no-code trading partner onboarding, intelligent error resolution, and synchronization with ERP, TMS, and WMS systems. It includes supplier portals, pre-built integrations for applications like SAP and Oracle, and supports industries including logistics, manufacturing, retail, and healthcare.

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Blossom Sky logo

Federated AI Learning and Data Analytics

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Blossom is a system designed to fully support cross-platform data processing: the platform enables users to run data analytics over multiple data processing platforms.

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CoolPlanet logo

Business intelligence software designed for factories

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Clarity is business intelligence software designed specifically for factories. Clarity can help everyone from operators to plant managers, maintenance managers to CEOs understand their data and plant better.

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Zuar Runner logo

Take data from many systems into one analytics destination!

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Collect, transform, model, stage, report, monitor and distribute. Zuar Runner automates the flow of data from hundreds of potential sources into a single destination for analytics.

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Datadog logo

Cloud-Scale Monitoring Platform For Dev, Sec, and Ops teams.

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Datadog is a full stack monitoring service for IT, Operations, Security, and Development teams who develop and run cloud applications and deal with large amounts of data.

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ProviderDirectoryAI logo

Powering Millions of Provider Searches with Confidence

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ProviderDirectoryAI (PDAI) is a smart provider directory and data management platform that helps health plans and healthcare organizations improve provider data accuracy, streamline compliance, and deliver fast, user-friendly provider search experiences.

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Elastic Stack logo

Distributed search and analytics solution

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Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time.

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Riak logo

Open-source NoSQL database management solution

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Riak KV is an open-source NoSQL database solution designed to help businesses control, replicate, retrieve and distribute data across multiple servers. It includes Riak Control, which allows users to inspect and manage the health, nodes, associated rings and memory consumption for each cluster.

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Incorta logo

Real-time analytics on raw business data

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Incorta provides a unified data and analytics platform that makes it quick and easy to unlock the full potential of business data from multiple complex source systems. By eliminating traditional data transformation, modeling and aggregation steps, it makes 100% of data instantly ready for analysis.

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Centralpoint logo

Digital experience platform & content management solution

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Centralpoint by Oxcyon is a digital experience platform & content management solution for enterprises. The cloud-based tool allows users to control knowledge, data, documents, forms, emails, learning, compliance, & more whilst also providing features for managing employees, clients & partners.

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Tonic logo

Realistic test data generation for developers

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Tonic.ai offers a developer platform for data de-identification, synthesis, and provisioning to keep test data secure, accessible, and in sync across testing and development environments. Get the data you need to shorten your sprints, catch more bugs, and ship better products faster.

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Actian Analytics AI Platform logo

A fully managed cloud data platform service.

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Actian AI Analytics Platform is a software designed to help organizations manage, integrate, and analyze data across cloud, on-premises, and hybrid environments.

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Cluvio logo

Modern cloud analytics platform for startups and SMEs

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Cluvio is a modern SQL and R-based cloud analytics platform that allows you to create and share beautiful, interactive dashboards.

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AnyChart logo

Award-winning JavaScript charting library

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Award-winning JavaScript charting library. Enables developers to easily add stunning interactive charts and dashboards into any web, mobile, or standalone projects regardless of stack. Offers numerous built-in chart types, robust API and documentation, and enterprise-grade support.

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Harper logo

Distributed database with hybrid SQL and NoSQL functionality

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HarperDB globally replicates data at the speed of the internet. A single node of HarperDB handles 100,000 requests per second.

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Sisense logo

BI & dashboard software for multiple, large data sets

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Sisense data & analytics platform makes it incredibly easy to mashup data from across your entire data landscape and transform it into powerful, actionable analytics applications that can be embedded anywhere. From startups to brands like GE, Nasdaq, & Philips, thousands of organizations use Sisense

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Sesame Software logo

Stop paying per GB.

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Sesame Software enables enterprises to harness large-scale data with secure replication and movement across multiple platforms. Our hybrid deployment model allows you to unify structured and unstructured data into one environment for modern analytics, AI initiatives, and compliance reporting.

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Pachyderm logo

The Leader in Data Versioning and Pipelines for MLOps

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Pachyderm is the leader in data versioning and pipelines for MLOps. We help data science teams operationalize the data tasks in their ML lifecycle to iterate on data more quickly & reliably. Pachyderm’s data foundation allows data science teams to automate & scale their machine learning lifecycle.

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Piwik PRO logo

An analytics suite focused on user privacy and data security

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Piwik PRO is the first privacy-oriented alternative to Google Analytics. Created in 2013, Piwik PRO Analytics Suite allows for tracking web, app, product and intranet behavior of users. The platform ensures compliance with strict EU, US, Chinese and Russian data protection laws.

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