Compare Amazon EC2 UltraClusters vs. CoresHub in 2025

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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.

Description

Coreshub offers a suite of GPU cloud services, AI training clusters, parallel file storage, and image repositories, ensuring secure, dependable, and high-performance environments for AI training and inference. The platform provides a variety of solutions, encompassing computing power markets, model inference, and tailored applications for different industries. Backed by a core team of experts from Tsinghua University, leading AI enterprises, IBM, notable venture capital firms, and major tech companies, Coreshub possesses a wealth of AI technical knowledge and ecosystem resources. It prioritizes an independent, open cooperative ecosystem while actively engaging with AI model suppliers and hardware manufacturers. Coreshub's AI computing platform supports unified scheduling and smart management of diverse computing resources, effectively addressing the operational, maintenance, and management demands of AI computing in a comprehensive manner. Furthermore, its commitment to collaboration and innovation positions Coreshub as a key player in the rapidly evolving AI landscape.