客户案例 / 媒体与娱乐行业 / 美国

2024 年
PGA TOUR 徽标

PGA TOUR 利用 Amazon ECS 和 AWS Fargate 在多个平台上提供胜利、淘汰概率分析

了解 PGA TOUR 如何在 AWS 上构建一个由机器学习提供支持的新分析模型,此模型为观众提供实时洞察并创造身临其境的观赛体验。

PGA TOUR 推出了胜利、淘汰概率,这是一种新颖的机器学习分析模型,可以在锦标赛期间实时洞察各种结果的可能性。胜利、淘汰概率模型由 AWS、高级数据分析、云基础设施和无服务器服务提供支持,可以球员玩家晋级并赢得比赛的几率。通过使用 Amazon Elastic Container Service(ECS)AWS Fargate 运行数千次模拟并处理近 40 亿条记录,PGA TOUR 可以利用 AWS 的弹性,快速运行其模型并根据需要进行扩展,同时将基础设施管理的运营开销转移给 AWS。

要详细了解 PGA TOUR 如何帮助取得这些成果,请阅读此博客

kr_quotemark

AWS 无服务器可帮助我们可靠地实现周度扩展,从容应对各类赛事活动。每项活动在规模、范围和具体需求上都有独特的复杂性。无服务器架构确实为我们提供了速度、灵活性和可靠性,让我们能够轻松应对每周的挑战。

Mike Vitti
Senior Vice President of Data Science and Technology Solutions, PGA TOUR

使用的 AWS 服务

Amazon ECS

Amazon Elastic Container Service(ECS)是一项完全托管的容器编排服务,可帮助您更有效地部署、管理和扩展容器化的应用程序。

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AWS Fargate

AWS Fargate 是一种无服务器、随用随付的计算引擎,可让您专注于构建应用程序,而无需管理服务器。

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Amazon Redshift

Amazon Redshift 是世界上速度最快的云数据仓库,并且速度每年都在提高。 Redshift 可为财富 500 强公司、初创公司以及介于两者之间的任何公司,在分析工作负载方面提供支持。

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Amazon DynamoDB

Amazon DynamoDB 是一种完全托管式、无服务器的 NoSQL 键值数据库,旨在运行任何规模的高性能应用程序。DynamoDB 提供内置安全性、连续备份、自动多区域复制、内存缓存和数据导入与导出工具。

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    2024
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