Liftr® Cloud Components Tracker℠ AI Accel Models

Where cloud providers deploy AI accelerated instances for artificial intelligence is as valuable as understanding what they deploy and when they deploy them.

Cloud service providers ("CSP"s) like AWS and Azure devote millions of dollars to market research for what they deploy and where they deploy resources. Market intelligence analysts can leverage their work at a fraction of the cost.

Seeing what is not deployed in certain regions (or at all) is just as valuable for companies planning to either consume these services, build competing services, or build products which tie into the supply chain for the underlying semiconductors.

Liftr Insights has done the heavy lifting for you. With over half a decade of experience, Liftr has obtained, cleaned, and normalized the data to ensure the consistent and objective output that can be used to support models, forecasts, and analyses.

Note that the sample data is limited to data from May 2023 and only data for AWS and GCP. Liftr maintains a history of data going as far back as 2019. Significant changes have happened since then. In addition, Liftr tracks AI accelerated instances (including the newest ones like AMD MI300 and NVIDIA Blackwell models) for 9 cloud providers, including CoreWeave and Lambda.

搜集汇总

背景与挑战

背景概述

该数据集追踪AWS等9家云服务商的AI加速实例部署情况（含最新AMD/NVIDIA型号），提供2019年至今的标准化数据。企业及分析师可借此优化资源规划决策，规避未部署区域的风险。