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Top Rated Big Data Software with Data Migration - Page 2

Last updated: April 2026

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69 software options

Amazon EC2 logo

Amazon Elastic Compute Cloud

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Amazon Elastic Compute Cloud (Amazon EC2) is a web service that provides resizable compute capacity in the cloud. It is designed to facilitate web-scale computing for developers.

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vSphere logo

Server virtualization software for managing applications

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vSphere is a server virtualization software designed to help businesses manage applications and modernize workflows using virtual machines, Kubernetes, and containers. Enterprises can protect their hybrid cloud infrastructure against malware, ransomware, and other threats using built-in security capabilities.

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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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Snowflake logo

Cloud data platform for tech professionals and businesses

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Snowflake is a cloud data platform that can enable critical data workloads and secure collaboration. This solution can be used to run data across multiple regions for a single, unified experience across a business ecosystem. Using a multi-cluster shared data architecture, Snowflake provides access to the same data without affecting business performance. The platform can scale to any volume of data and number of users.

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Google Cloud BigQuery logo

Serverless and Multi-cloud Data Warehouse

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BigQuery is a serverless and multi-cloud data warehouse designed to help users turn big data into valuable business insights. Users can query structured data without the need to store it or load it into their own systems first.

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TimeXtender logo

Build Data Solutions 10X Faster.

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TimeXtender is a cloud-based ETL solution that helps data teams eliminate manual, repetitive tasks. It automatically generates T-SQL code for data cleansing, transformation & validation – eliminating the need to manually write, review & debug countless lines of SQL code.

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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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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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Tableau logo

Visual analytics platform for data exploration

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Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

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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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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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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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IBM SPSS Statistics logo

Business intelligence and statistical analysis software

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IBM SPSS Statistics is a business intelligence software that helps businesses of all sizes conduct statistical analysis utilizing big data, machine learning algorithms, open-source extensibility, and other methodologies from within a unified platform.

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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.

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Select Star logo

Web-based data discovery and governance platform

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Select Star is a data discovery and governance platform that automatically analyzes and documents your data. Connect some of the most popular tools used in the modern data stack and start using the tool immediately to track where data is coming from, how it is being used, and by whom.

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Opinum Data Hub logo

Data analytics software for energy and environment industry

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Opinum Data Hub is a data analytics platform that is designed for businesses in various industry sectors, including gas utilities, water suppliers, power grids, and energy and environmental service organizations. It enables data scientists to transform, analyze, visualize, and share data models.

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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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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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Cloudera Enterprise logo

Data cloud platform that delivers self-service analytics

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Cloudera is an enterprise data cloud platform designed to help businesses in financial services, manufacturing, telecommunications, retail, technology, insurance, healthcare, public sector, education, energy, and utilities use self-service analytics across multi-cloud and hybrid environments.

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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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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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Matillion logo

Extract, transform, load platform for cloud data warehouses

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Matillion is an extract, transform, load (ETL) solution for cloud data warehouses including Amazon Redshift, Snowflake and Google BigQuery. It enables users to gather data from various sources & deliver them in structured and semi-structured frameworks using data transformation capabilities.

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Talend Data Fabric logo

Talend, a leader in cloud data integration & data integrity

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Talend Data Fabric offers a single suite of apps to help enterprises collect, govern, transform and share data, enabling users to shorten the time to trusted data.

Over 4,250 organizations across the globe have chosen Talend to help them turn all their raw data into trusted data.

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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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What's The Price logo

Empowering Negotiations with Real-Time Cost Insights.

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WTP provides a detailed view on product cost structures using big data. It covers 3,000+ raw materials across 365 industries in 160 countries, streamlining should-costing and aiding informed negotiations with insights on price trajectories, industry cost drivers, and volume impacts.

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