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Apolo > 实例探究 > 实现零排放人工智能工作负载:atNorth 和 Neu.ro 案例研究
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Zero-Emissions AI Infrastructure: A Case Study of atNorth and Neu.ro

技术
  • 分析与建模 - 机器学习
  • 基础设施即服务 (IaaS) - 混合云
适用行业
  • 水泥
  • 建筑与基础设施
适用功能
  • 设施管理
  • 产品研发
用例
  • 施工管理
  • 基础设施检查
服务
  • 云规划/设计/实施服务
  • 培训
挑战
挑战在于来自超大规模 CSP AI 开发平台的竞争压力以及消耗大量电力的 AI 工作负载对环境的影响。
关于客户
atNorth 是一家领先的北欧数据中心服务公司,提供环保、节能且成本优化的托管设施和高性能计算服务。它们提供可持续且可扩展的云 HPC 资源,使客户能够专注于其模拟应用程序,而无需担心底层基础设施。
解决方案
Neu.ro提出的解决方案是在atNorth的零排放云服务上安装OEM云AI编排和互操作性解决方案。该解决方案提供对计算基础设施的轻松快速访问、访问控制和权限、云和本地计算资源的编排、工作流程自动化以及人工智能资产的保护。它还集成了多种人工智能/机器学习工具集,并提供多云和混合云架构。
运营影响
  • The solution provided by Neu.ro has allowed atNorth to offer a compelling alternative to other major AI development platforms such as AWS Sagemaker. This has enabled them to leverage their existing corporate client base, offering ease and flexibility for creating, training, testing and deploying models. The platform also provides additional functionality permitting multi-cloud and hybrid cloud architectures and a selection of ready and pre-integrated AI/ML products, apps and APIs for use. This provides users with advantages in terms of reduced cost, time, difficulty and risk for AI development projects. Furthermore, the platform includes an integrated toolset to manage the environmental impact of AI programs, allowing users to monitor the CO2 footprint of every job, model, project, team and optimize compute usage to balance performance and environmental impact.

数量效益
  • 100% powered by geothermal & hydro generation

  • AI’s portion of electricity consumption is growing much higher than other technologies

  • In less than 5 years, the leading language model will have increased in size by over 100,000x

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