Best Data Migration Software for Linux

iceDQ is the #1 data reliability platform offering powerful, unified capabilities for Data Testing, Data Monitoring, and Data Observability. Designed for modern data environments, iceDQ automates complex data pipelines and data migration testing to ensure accuracy, integrity, and trust in your data systems. Its AI-based observability engine continuously monitors data in real-time, quickly detecting anomalies and minimizing business risks. With robust cross-platform connectivity, iceDQ supports seamless data validation, data profiling, and data reconciliation across diverse sources — including databases, files, data lakes, SaaS applications, and cloud environments. Whether you're migrating data, ensuring ETL/ELT process quality, or monitoring live data streams, iceDQ helps enterprises deliver high-quality, reliable data at scale. From financial services to healthcare and beyond, organizations rely on iceDQ to make confident, data-driven decisions backed by trusted data pipelines.

QuerySurge leverages AI to automate the data validation and ETL testing of Big Data, Data Warehouses, Business Intelligence Reports and Enterprise Apps/ERPs with full DevOps functionality for continuous testing. Use Cases - Data Warehouse & ETL Testing - Hadoop & NoSQL Testing - DevOps for Data / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise App/ERP Testing QuerySurge Features - Projects: Multi-project support - AI: automatically create datas validation tests based on data mappings - Smart Query Wizards: Create tests visually, without writing SQL - Data Quality at Speed: Automate the launch, execution, comparison & see results quickly - Test across 200+ platforms: Data Warehouses, Hadoop & NoSQL lakes, databases, flat files, XML, JSON, BI Reports - DevOps for Data & Continuous Testing: RESTful API with 60+ calls & integration with all mainstream solutions - Data Analytics & Data Intelligence:  Analytics dashboard & reports

AWS Database Migration Service helps you migrate databases to AWS quickly and securely. The source database remains fully operational during the migration, minimizing downtime to applications that rely on the database. The AWS Database Migration Service can migrate your data to and from most widely used commercial and open-source databases. AWS Database Migration Service can migrate your data to and from most of the widely used commercial and open source databases. It supports homogeneous migrations such as Oracle to Oracle, as well as heterogeneous migrations between different database platforms, such as Oracle to Amazon Aurora. Migrations can be from on-premises databases to Amazon Relational Database Service (Amazon RDS) or Amazon Elastic Compute Cloud (Amazon EC2), databases running on EC2 to RDS, or vice versa, as well as from one RDS database to another RDS database. It can also move data between SQL, NoSQL, and text-based targets.

IRI NextForm converts and replicates database data and schema, and modernizes file formats and layouts so they can be used in new applications. NextForm also creates federated views to speed insights. NextForm also gives you the opportunity to cull data as you move it, optimizing I/O and reducing storage. Slash 75% off design and run time with point-and-click field mapping that help you control your data with ease. NextForm is one of several data management products front-ended in a free Eclipse IDE, and another metadata-compatible spinoff from the SortCL program in IRI CoSort, NextForm comes in several editions, including a FREE Lite version for converting field data types, record layouts, and many flat-file formats, and for creating basic reports from flat files.

Alembic is a lightweight database migration tool that can be used with the SQLAlchemy database toolkit for Python. Alembic is written by the author of SQLAlchemy. While Alembic can be installed system-wide, it’s more common that it’s installed locally in a virtual environment, as it also uses libraries such as SQLAlchemy and database drivers that are more appropriate for local installations. Can emit statements to a database in order to change the structure of tables and other constructs. Provides a system whereby "migration scripts" may be constructed; each script indicates a particular series of steps that can "upgrade" a target database to a new version, and optionally a series of steps that can "downgrade" similarly, doing the same steps in reverse. Very open-ended and transparent configuration and operation. A new Alembic environment is generated from a set of templates which is selected among a set of options when setup first occurs.

DataLark is an SAP-centric no-code / low-code data management platform that helps businesses streamline data migration, data maintenance, and integration processes. Using its customizable plugins and analytical tools, you can automate all ETL operations and orchestrate across all of your systems to drive better business decisions. DataLark's rapid deployment allows you to launch your data-related processes within hours with the help of live support and extensive documentation.

The IRI Data Manager suite bundles the tools you need for faster data manipulation and movement: 1) CoSort makes light work of big data processing "heavy lifts" in DW ETL, BI/analytics, DB loads, sort/merge offload, etc. 2) FACT dumps very large database (VLDB) tables in parallel to flat files for ETL, DB migration, reorg, and archive. 3) NextForm performs and speeds file and table conversion, remapping, DB replication, data re-formatting, and federation. 4) RowGen subsets DBs or synthesizes structurally and referentially correct test data in tables, files, and reports. These IRI products address data integration and staging (ETL/ELT), big data packaging and provisioning, BI reporting and data wrangling (preparation) and DevOps. Use them alone or in the IRI Voracity platform to: improve data quality; speed sorting and data transformation; migrate and replicate data; replace legacy sorts; and, synthesize (plus virtualize) smart RDB and file test data.

Sesame Software specializes in secure, efficient data integration and replication across diverse cloud, hybrid, and on-premise sources. Our patented scalability ensures comprehensive access to critical business data, facilitating a holistic view in the BI tools of your choice. This unified perspective empowers your own robust reporting and analytics, enabling your organization to regain control of your data with confidence. At Sesame Software, we understand what’s at stake when you need to move a massive amount of data between environments quickly—while keeping it protected, maintaining centralized access, and ensuring compliance with regulations. Over the past 23+ years, we’ve helped hundreds of organizations like Proctor & Gamble, Bank of America, and the U.S. government connect, move, store, and protect their data.

Qlik Replicate is a high-performance data replication tool offering optimized data ingestion from a broad array of data sources and platforms and seamless integration with all major big data analytics platforms. Replicate supports bulk replication as well as real-time incremental replication using CDC (change data capture). Our unique zero-footprint architecture eliminates unnecessary overhead on your mission-critical systems and facilitates zero-downtime data migrations and database upgrades. Database replication enables you to move or consolidate data from a production database to a newer version of the database, another type of computing environment, or an alternative database management system, to migrate data from SQL Server to Oracle, for example. Data replication can be used to offload production data from a database, and load it to operational data stores or data warehouses for reporting or analytics.

Voracity is the only high-performance, all-in-one data management platform accelerating AND consolidating the key activities of data discovery, integration, migration, governance, and analytics. Voracity helps you control your data in every stage of the lifecycle, and extract maximum value from it. Only in Voracity can you: 1) CLASSIFY, profile and diagram enterprise data sources 2) Speed or LEAVE legacy sort and ETL tools 3) MIGRATE data to modernize and WRANGLE data to analyze 4) FIND PII everywhere and consistently MASK it for referential integrity 5) Score re-ID risk and ANONYMIZE quasi-identifiers 6) Create and manage DB subsets or intelligently synthesize TEST data 7) Package, protect and provision BIG data 8) Validate, scrub, enrich and unify data to improve its QUALITY 9) Manage metadata and MASTER data. Use Voracity to comply with data privacy laws, de-muck and govern the data lake, improve the reliability of your analytics, and create safe, smart test data

Migrate your data or home OS, from any source to any target. Available as part of Hard Disk Manager! Create backups, manage partitions, migrate data. Migrate the OS to a new PC, start working right away. Clone your OS to a USB flash drive and use it anywhere. Keep your disk properly organized, create backups and migrate data with ease. Clone your hard disk to a larger drive, migrate your laptop to a new hard drive. Copy or restore data to a hard disk with a different sector size. Migrate Windows to new storage devices, backup and restore the system and data. Full range of copy operations, copy hard disk entirely or a partition separately. Copy or restore the contents of a 512-byte hard disk to a 4k hard disk with no extra actions required. Migrate any Windows OS from Windows 7 onwards, from HDD to a high-performance SSD. Exclude data you don’t want to copy. Perform partitioning operations to keep disks properly organized.

Stelo is an enterprise-class tool that dynamically delivers data from anywhere to anywhere for analysis, reporting and prediction or for managing business operations, B2B interactions and supply chains. Move data easily among your core relational databases and delta lakes in real-time across firewalls, to other teams, or to the cloud. Stelo Data Replicator provides reliable, high-speed, affordable replication for any relational database accessible via ODBC and non-relational databases via Kafka, Delta Lakes and flat file formats. Stelo leverages native data loading functions, and exploits multithreaded processing to provide fast, reliable performance for replicating multiple tables concurrently. Simple installation with GUI interfaces, configuration wizards, and advanced tools make product setup and operation straightforward, with no programming needed. Once running, Stelo reliably operates in the background without needing dedicated engineering support to maintain and manage.

rsync is an open source utility that provides fast incremental file transfer. rsync is freely available under the GNU General Public License. The GPG signing key that is used to sign the release files is available from the public pgp key-server network. If you have automatic key-fetching enabled, just running a normal "gpg --verify" will grab my key automatically. Or, feel free to grab the gpp key for Wayne Davison manually. rsync is a file transfer program for Unix systems. rsync uses the "rsync algorithm" which provides a very fast method for bringing remote files into sync. It does this by sending just the differences in the files across the link, without requiring that both sets of files are present at one of the ends of the link beforehand. Optionally preserves symbolic links, hard links, file ownership, permissions, devices and times. Internal pipelining reduces latency for multiple files.

A holistic component-based platform for automating Data Reconciliation tests in modern Data Lake and Cloud Data Migration projects using Apache Spark. DataOps DataFlow is a modern, web browser-based solution for automating the testing of ETL, Data Warehouse, and Data Migration projects. Use Dataflow to inject data from any of the varied data sources, compare data, and load differences to S3 or a database. With fast and easy to set up, create and run dataflow in minutes. A best in the class testing tool for Big Data Testing DataOps DataFlow can integrate with all modern and advanced data sources including RDBMS, NoSQL, Cloud, and File-Based.

ORMIT™ Jasper is the only seamless automated migration solution to migrate Oracle Reports to Jasper Reports that can cost up to 90% less time than a manual upgrade. RENAPS ORMIT™ Jasper eliminates all migration risks associated with a manual migration. ORMIT™ Jasper improves code quality and maintainability, thus paves the way for even more savings over time. 100% Open source: no licensing, support fees, or vendor lock-ins will ever apply to your migrated reports. Jasper Reports can be used on a regular JavaEE server such as Tomcat, JBoss or Jetty and can also be used outside of pure Java application development

WhereScape helps IT organizations of all sizes leverage automation to design, develop, deploy, and operate data infrastructure faster. More than 700 customers worldwide rely on WhereScape automation to eliminate hand-coding and other repetitive, time-intensive aspects of data infrastructure projects to deliver data warehouses, vaults, lakes and marts in days or weeks rather than in months or years. From data warehouses and vaults to data lakes and marts, deliver data infrastructure and big data integration fast. Quickly and easily plan, model and design all types of data infrastructure projects. Use sophisticated data discovery and profiling capabilities to bulletproof design and rapid prototyping to collaborate earlier with business users. Fast-track the development, deployment and operation of your data infrastructure projects. Dramatically reduce the delivery time, effort, cost and risk of new projects, and better position projects for future business change.

ORMIT™ DB: The only automated Oracle Database upgrade tool supporting all Oracle DB versions. It is now possible to upgrade all Oracle Databases from any version to the latest Oracle Database version. ORMIT-DB supports all Oracle Databases versions, even deprecated ones. ORMIT-DB delivers an automated migration or upgrade with 50% to 75% less time than any manual upgrade. RENAPS ORMIT™ DB eliminates all upgrade risks associated with a manual migration or upgrade

Oracle Forms Code Analysis Tool: Customized Oracle Forms/Reports application development brings high levels of flexibility but with years of code maintenance and modifications, your application code documentation is obsolete 90% of the time. Our state of the art Oracle validated ORMIT-Analyzer tool helps understand the existing development patterns and to find opportunities to simplify the source code. The objective is to obtain detailed information on the possibilities and challenges to enable a more “future-ready” software architecture by separating the software architectural components: User-Interface, Business Logic and Database. ORMIT-Analyzer also helps prepare a potential application modernization project with the objective to protect the investment in the existing business logic and to achieve easier maintainable, more modern software architecture.

ORMIT™ Cortex offers automated migration from Oracle Database to PostgreSQL that are 50% to 91% faster than manual upgrades. It eliminates unused objects and consolidates redundant ones, resulting in a leaner, more efficient application. RENAPS' Center of Excellence, staffed with Oracle and PostgreSQL experts, will support you throughout the migration process, from initial setup to final delivery. With 100% open-source technology, there are no licensing, support fees, or vendor lock-ins for your migrated databases.

ORMIT™-APEX is the only migration solution that allows effortless migrations from Oracle APEX to Java. ORMIT's delivers an automated migration or upgrade that can cost up to 90% less time than a manual migration. ORMIT™ APEX improves code quality and maintainability, thus paves the way for even more savings over time. 100% Open source: no licensing, support fees, or vendor lock-ins will ever apply to your migrated applications.