Compare Amazon Elastic Inference vs. Prosimo in 2025

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Description

Amazon Elastic Inference provides an affordable way to enhance Amazon EC2 and Sagemaker instances or Amazon ECS tasks with GPU-powered acceleration, potentially cutting deep learning inference costs by as much as 75%. It is compatible with models built on TensorFlow, Apache MXNet, PyTorch, and ONNX. The term "inference" refers to the act of generating predictions from a trained model. In the realm of deep learning, inference can represent up to 90% of the total operational expenses, primarily for two reasons. Firstly, GPU instances are generally optimized for model training rather than inference, as training tasks can handle numerous data samples simultaneously, while inference typically involves processing one input at a time in real-time, resulting in minimal GPU usage. Consequently, relying solely on GPU instances for inference can lead to higher costs. Conversely, CPU instances lack the necessary specialization for matrix computations, making them inefficient and often too sluggish for deep learning inference tasks. This necessitates a solution like Elastic Inference, which optimally balances cost and performance in inference scenarios.

Description

Applications are often spread out and fragmented across various platforms. The widespread use of diverse infrastructure stacks in multi-cloud environments leads to increased complexity as users try to access applications and communicate effectively. Consequently, this complexity results in a diminished application experience, higher operational expenses, and a lack of cohesive security measures. In the current multi-cloud landscape, there is a pressing need for a new Application eXperience Infrastructure (AXI) that enhances user interactions with applications, ensures secure access, and optimizes cloud expenditures, allowing organizations to concentrate on achieving their business goals. The Prosimo Application eXperience Infrastructure is a unified, cloud-native stack designed to sit in front of applications, providing consistently improved, secure, and cost-effective experiences. This solution offers cloud architects and operations teams a user-friendly, decision-oriented platform. Utilizing advanced data insights and machine learning technologies, the Prosimo AXI platform can yield superior outcomes in just a matter of minutes, making it an essential tool for modern enterprises. With the AXI, organizations can streamline their operations and enhance the overall performance of their applications.