Compare AWS DataSync vs. Amazon EC2 UltraClusters in 2026

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Description

AWS DataSync is a secure online solution designed to automate and speed up the transfer of data from on-premises storage to AWS Storage services. This service streamlines migration planning while significantly lowering the costs associated with on-premises data transfer through its fully managed architecture that can effortlessly adapt to increasing data volumes. It enables users to transfer data between various systems, including Network File System (NFS) shares, Server Message Block (SMB) shares, Hadoop Distributed File Systems (HDFS), self-managed object storage, as well as multiple AWS services such as AWS Snowcone, Amazon Simple Storage Service (Amazon S3), Amazon Elastic File System (Amazon EFS), and several Amazon FSx file systems. Moreover, DataSync facilitates the movement of data not only between AWS and on-premises environments but also across different public clouds, simplifying processes for replication, archiving, and data sharing for applications. With its robust end-to-end security measures, including data encryption and integrity checks, DataSync ensures that data remains protected throughout the transfer process, allowing businesses to focus on their core operations without worrying about data security. This comprehensive solution is ideal for organizations looking to enhance their data management capabilities in the cloud.

Description

Amazon EC2 UltraClusters allow for the scaling of thousands of GPUs or specialized machine learning accelerators like AWS Trainium, granting users immediate access to supercomputing-level performance. This service opens the door to supercomputing for developers involved in machine learning, generative AI, and high-performance computing, all through a straightforward pay-as-you-go pricing structure that eliminates the need for initial setup or ongoing maintenance expenses. Comprising thousands of accelerated EC2 instances placed within a specific AWS Availability Zone, UltraClusters utilize Elastic Fabric Adapter (EFA) networking within a petabit-scale nonblocking network. Such an architecture not only ensures high-performance networking but also facilitates access to Amazon FSx for Lustre, a fully managed shared storage solution based on a high-performance parallel file system that enables swift processing of large datasets with sub-millisecond latency. Furthermore, EC2 UltraClusters enhance scale-out capabilities for distributed machine learning training and tightly integrated HPC tasks, significantly decreasing training durations while maximizing efficiency. This transformative technology is paving the way for groundbreaking advancements in various computational fields.