IREN Cloud vs. InfiniDB vs. MySQL Migration Toolkit vs. Oracle NoSQL Database Comparison Chart

IREN’s AI Cloud is a GPU-cloud platform built on NVIDIA reference architecture and non-blocking 3.2 TB/s InfiniBand networking, offering bare-metal GPU clusters designed for high-performance AI training and inference workloads. The service supports a range of NVIDIA GPU models with specifications such as large amounts of RAM, vCPUs, and NVMe storage. The cloud is fully integrated and vertically controlled by IREN, giving clients operational flexibility, reliability, and 24/7 in-house support. Users can monitor performance metrics, optimize GPU spend, and maintain secure, isolated environments with private networking and tenant separation. It allows deployment of users’ own data, models, frameworks (TensorFlow, PyTorch, JAX), and container technologies (Docker, Apptainer) with root access and no restrictions. It is optimized to scale for demanding applications, including fine-tuning large language models.

MySQL Migration Toolkit is a software pack to convert any data source to MySQL and vice versa. The product has high performance because it does not use ODBC or any other middleware software. Command line support allows to script, automation and scheduling the conversion process. MySQL Migration Toolkit allows users to do the indirect conversion and get more control over the process. Following this way, the program converts data into a local MySQL dump file instead of moving it to MySQL server directly. This dump file contains MySQL statements to create all tables and to fill them with the data. Click here to learn how to import dump file into MySQL database. Once you stored conversion settings into your profile you can run the program in Quick Launch mode. Just launch Windows Explorer and double-click on the profile description file with left mouse button. It will launch the appropriate conversion process loading necessary settings from the specified profile.