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Big Data Software with Data Replication (2026)

Last updated: April 2026

Big Data Software Key Features

    Based on 260 user opinions, we identified 6 features that are important for any product in Big Data Software

  • High Volume Processing

    Process and analyze large volume of data

    Average user rating

    4.6

  • Access Controls/Permissions

    Define levels of authorization for access to specific files or systems

    Average user rating

    4.6

  • Data Storage Management

    Manage and store data in a database

    Average user rating

    4.8

  • Statistical Analysis

    Apply statistical/mathematical models to sets of data

    Average user rating

    4.9

  • Data Blending

    Merge data from multiple sources to a single data set

    Average user rating

    4.7

  • Reporting & Statistics

    Collection, analysis & representation of numerical data and generation of reports to understand various patterns

    Average user rating

    4.9
1 filter applied

Features

Integrated with

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Devices supported

Organization types

User rating

27 software options

Google Cloud logo
Category Leaders

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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Users also considered
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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Oracle Database logo

Discover the Right Database for You

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Oracle Database is a data warehouse software designed to help businesses of all sizes manage data and automate recurring tasks using machine learning-enabled tools. The platform enables managers to generate business models, transform data, and detect hidden anomalies across datasets.

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Hevo logo

No-code, data pipeline for advanced ETL, ELT and Reverse ETL

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Hevo is a no-code, bi-directional data pipeline technology designed specifically for advanced ETL, ELT, and Reverse ETL requirements.

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Tugger logo

Ask your business data anything. No code. No faff.

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Tugger is the AI-powered data platform that connects Simpro, Xero, HubSpot, QuickBooks, and more to a secure managed warehouse. Ask your data anything in plain English using Claude, ChatGPT, or Gemini - or build Power BI and Tableau dashboards. No coding. No setup headaches. Just answers.

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SingleStore logo

Database management solution

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SingleStore is a database management solution that helps businesses ingest, analyze, store, deploy, manage, secure, and integrate data across systems. It allows administrators to manage data in various formats including relational SQL, geospatial, full-text search, and JSON.

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Users also considered
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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Vantage logo

Web-based database and analytics tool for IoT enhancement

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Teradata Database allows individuals to break down and distribute complex analytics workloads to improve performance. Key features include access control, data dictionary & workload management, programming languages support, data storage & analysis, reporting, fallback protection, and more.

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Users also considered
Integrate.io logo

The Only Complete "No-Code" Data Pipeline Solution.

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Integrate.io is the first platform with a complete set of tools & connectors for true data-driven decision making. Unify Your Data Stack: Become Clairvoyant.

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Byteplant Address Validator logo

Standardize, Validate and Correct Postal Addresses Worldwide

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Address Validator provides accurate verification, standardization, and formatting of postal addresses from over 240+ countries worldwide in real-time.

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StreamSets Platform logo

An end-to-end platform for smart data pipelines

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An end-to-end data integration platform to build, run, monitor and manage smart data pipelines that deliver continuous data for DataOps.

- Single Experience for All Patterns
- Smart Pipelines Built for Change
- Mission Control for Hybrid/Multi-cloud

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Users also considered
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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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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CData Sync logo

No-code integration for your data — in the cloud or on-prem

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CData Sync is an easy-to-use ETL solution that allows you to integrate data from any source, cloud platform, application, or on-premises system to leverage by leading analytics, BI, marketing, and accounting solutions to support vital business initiatives.

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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.

Read more about Zuar Runner

Users also considered
Couchbase Server logo

Operational Data Platform for AI

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Couchbase is the operational data platform for AI that connects and mobilizes your data, so you can power peak experiences, harness the power of AI and scale globally - all with less risk and lower overhead.

Read more about Couchbase Server

Users also considered
OpenText Analytics Database logo

Big data analytics and machine learning solution

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Vertica is a powerful big data analytics platform that enables organizations to analyze their data on-premises, in the cloud, or on Hadoop. The analytics capabilities are enhanced by machine learning and predictive analytics, which enable users to uncover insights and identify patterns in their data.

Read more about OpenText Analytics Database

Users also considered
Upsolver logo

Data lake platform, on-premises or in the cloud

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Upsolver’s data lake platform helps simplify the process for developers to integrate, manage and structure streaming data for analysis, whether on-premises or in the cloud, through a set of advanced stream processing algorithms and an intuitive drag & drop interface

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Mozart Data logo

The easiest and fastest way to set up a modern data stack.

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Backed by award-winning data analyst support, Mozart Data’s all-in-one modern data platform empowers anyone to centralize, organize, and analyze their data without engineering resources. Instead of piecing together tools, companies get everything needed to spin up a reliable data stack in an hour.

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MarkLogic logo

Integrated NoSQL database for data storage and management

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MarkLogic is an on-premise and cloud-based data management software that helps businesses utilize operational and transactional NoSQL databases to integrate, store, and access data. It enables supervisors to collect information from multiple sources and index them for query and search purposes.

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Users also considered
Oracle NoSQL Database logo

Database management software for designing web & mobile apps

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Oracle NoSQL Database helps developers design web and mobile applications using key-value, document, and columnar databases. The platform enables users to run applications on Oracle cloud, on-premises, or other external cloud environments.

Read more about Oracle NoSQL Database

Users also considered
Instaclustr Apache Kafka logo

Open source-as-a-service tool for Apache Kafka users

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Instaclustr Apache Kafka is an on-premise and cloud-based software designed to help Apache Kafka users handle and manage the configuration of clusters to facilitate application building and development processes. Supervisors can use the management console to gain an overview of real-time data streams using monitoring statistics and actionable analytics.

Read more about Instaclustr Apache Kafka

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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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Users also considered
Etleap logo

Cloud-based Redshift ETL tool

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Etleap is a cloud-based Redshift ETL tool which allows users to combine data from multiple sources in a Redshift warehouse and apply custom data transformations

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Actian Data Platform logo

A fully managed cloud data platform service.

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Actian Data Platform is a vectorized, MPP, ANSI SQL compliant, RDBMS that runs on AWS, Azure, and Google Cloud.

Read more about Actian Data Platform

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