Users must sync data across many systems to utilize it fully. Migration of data needs very cost-effective and efficient tools and skilled teams. Here are some insights.
Software used by companies to move data from one system to another database with accuracy is what data migration tools are. It helps companies move data quickly but in a secure, organized manner.
According to IDC analysis on The Business Value of Migrating and Modernizing to Microsoft Azure, Modernizing and transferring to the public cloud has a wide range of impressive financial and business benefits. The most striking results were a 37% reduction in operational costs, a 391% ROI in three years, and an increase in revenue of $139 million annually per company.
Top 15 Data Migration Tools in 2023
It is an embeddable database optimized for OLTP & IoT data. It uses SQL commands for data migration from one operating system to another and can seamlessly migrate SQL, NoSQL, JSON, time series & spatial data. It is designed for analytics on edge, in the cloud, or on-premises. Its native encryption protects data at rest & in motion and provides support for flexible schema, multiple APIs & configurations.
By deploying IBM Informix Data Migration Tool, users can strengthen their transactional workloads quickly in a wide range of environments for quick insights. High availability data replication (HADR), remote secondary standby database servers, and shared-disk secondary servers support mission-critical environments. Users can quickly deploy the containerized Informix Version on the IBM Cloud Pak® for Data platform on public, private, or hybrid clouds.
Also Read: How AI-as-a-Service Can Ease AI and Data Analytics
AWS Data Pipeline
It is a web service helping users to process and migrate data between different AWS compute & storage services, even on-premises data sources at particular intervals. This AWS data migration tool allows users to access their data where it has been stored regularly, process it at scale, and efficiently transfer results to AWS services like Amazon S3, Amazon RDS, etc.
AWS Data Pipeline is developed on a distributed, highly available infrastructure designed for fault-tolerant execution of user activities. At the time of data source failure, this data migration tool retries the action automatically and sends notifications to the users. With the help of its drag & drop console feature availability, users can easily create a pipeline without needing to write any extra logic.
This data migration tool allows users to transfer data from different sources to a source of their choice quickly & efficiently.
Using Hevo Data, users can move data to a data warehouse, run transformations for analytics & deliver operational intelligence to business tools. It offers real-time data migration via its scalable infrastructure, as it claims to be an automated platform that requires minimal maintenance. It ensures zero data loss and finds the root cause of an issue letting users monitor their workflow to address the problems before any vast disaster.
Microsoft launched this open-source data migration tool helping users to migrate data which is NoSQL Document Database.
It stores & fetches user-generated data for web & mobile applications & scales the backend database, delivers faster reads & writes time by indexing all documents without the need for schema & offers on-demand database scalability.
It gives users real-time data streaming services of transactional data. Even though it is a free, open-source tool, it migrates into DocumentDB only.
It is a cloud-based ETL platform that allows users to migrate data from one server to another without coding efficiently.
By leveraging Stitch Data Migration Tool, users can focus on collecting actionable data from the database to steer business growth.
Users can transform data via external processing engines. It offers support SLAs, ensuring a smooth customer experience, and allows users to improve or repurpose the content per their needs. Users can leverage Singer integrations on the Stitch data platform and take advantage of Stitch Data’s credential management, scheduling, monitoring & auto-scaling feature.
This data migration tool offers automated data integration developed on a fully managed ELT architecture, making it resilient to data proxy & failure when reducing computational prices. Fivetran claims to eliminate user maintenance.
It emphasizes SaaS integrations for building data pipelines by offering a myriad of connectors to both source & destination connectors processing the pushing & pulling of data. Once the data is updated, it lets data teams easily create custom transformations. By leveraging Fivetran, users can configure & extend the data stack.
This data migration tool is a cloud-based ETL platform enabling user data migration projects by migrating, extracting & transforming cloud databases. This gives users new insights & helps in better decision-making. Malition collects data from any source with universal data connectors & pipelines.
With this data migration plan, users can quickly ingest & integrate data into any cloud from any app or system. It simplifies pipeline management by organizing change data capture & batch data loading from a singular control plane.
This data migration tool is an ETL solution offering data migration services & supports Various SaaS apps & services. It avails users to access the database with a drag & drop no-code interface. It has over 140 cloud data sources, Data Warehouse & Databases and manages upcoming changes automatically with zero maintenance.
Its Field-level encryption protects the streaming data & ensures the confidentiality of sensitive enterprise data while transferring it between sources with 24/7 customer support services.
This data migration tool streamlines the tedious data transfer process from one system to another, saving time and money compared to conventional data migration solutions. Its innovative approach provides uncomplicated, reasonably priced intermediate storage that facilitates quick data transfer.
Based on Eclipse, this Data Migration tool from IRI enables users to move and re-format data from Hadoop, index and sequential files, historical and contemporary databases, and unstructured data.
The aesthetics of Eclipse combine with the high-volume data transformation capabilities of CoSort. By automatically modifying a job that is now running or was earlier generated on one system to another, it minimizes repetitive tasks.
It is an iPaaS offering data migration tool to the users. With its workflow builder, SnapLogic optimizes most of the data migration workflow. It encourages cloud data migration and gives customers a unified overview of all data. SnapLogic offers data migration from on-premise systems and cloud applications to keep the streaming data synchronized.
This data migration tool enables automatic zoning, automatically building migration pairs, and using a scheduling feature to carry out activities at predetermined intervals. It offers a creative, potent, and performance-focused solution for high-performance data migration tasks. In contexts with heterogeneous storage, it performs well.
This DMM can transfer up to one terabyte (TB) high bandwidth, and with a simple setup process, it facilitates migrations between Storage Area Networks (SANs).
HDS Universal Replicator
This data migration tool delivers quick and effective replication of small or big data volumes as an array-side application and journal disc caching solution. The HDS replication significantly improves data protection while using fewer resources. It maintains redundant data centers in remote locations to recover quickly from mishaps.
Also Read: DataRobot facilitates the work of data scientists by integrating AI model notebooks
Apex Data Loader
This Salesforce data loader is a public data migration tool used for large importing and exporting data. It can add, modify, and remove many Salesforce records. Customers may efficiently utilize Apex Data Loader to load data into salesforce objects.
A data loader will read, extract, and load data from CSV files from a database when importing records.
Users can transfer files and directories to local and distant locations using this free command-line data migration tool. Mirroring, creating backups, and moving data to different servers are all possible with Rsync.
Future of Data Migration Tools
Following certain best practices and recommendations will help the project team achieve a successful migration, which can be challenging. Thus, tried-and-true best methods will assist companies in lowering migration-related risk while enhancing the effectiveness of the entire procedure.