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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  • United Kingdom

    Formula 1® on AWS

    Formula 1 (F1), a global sports and entertainment spectacle, offers modern apps, games, and experiences to directly engage with its fans. But these products operated in silos with little near real-time (NRT) integration, so it was difficult for F1 to understand its fans and create great customer experiences. To unlock the full potential of its global fan base, F1 chose to build a technical infrastructure using tools from Amazon Web Services (AWS) and Salesforce, an AWS Partner.
    2024
  • Americas

    PGA TOUR on AWS

    The PGA TOUR introduced Win, Cut Probability, a novel ML-powered analytics model that provides real-time insights into the likelihood of outcomes during tournaments. Powered by AWS, advanced data analytics, cloud infrastructure, and serverless services, the Win, Cut Probability model measures a player’s chances of advancing in and winning a tournament. Using Amazon Elastic Container Service (ECS) with AWS Fargate to run thousands of simulations and process nearly four billion records, the PGA TOUR can take advantage AWS’s elasticity, run their model quickly and scale as needed, while offloading the operational overhead of infrastructure management to AWS.
    2024
  • Japan

    Hokkaido Cultural Broadcasting Streamlines Production of News Scripts and Videos Using Amazon Bedrock to Deliver More News at a Lower Cost

    Hokkaido Cultural Broadcasting airs a variety of news and shows that showcase the nature, food, and tourist attractions of Hokkaido, Japan. Expanding its online streaming services, the station used generative artificial intelligence (AI) and text-to-speech from Amazon Web Services (AWS) to streamline production of news scripts and videos, resulting in a low-cost solution to deliver more news. The broadcaster also made news sources easier to search using Amazon DynamoDB—a serverless, NoSQL database service.
    2024
  • Indonesia

    MNC Group Elevates Vision+ to New Heights, Delivering Seamless Streaming to Millions with AWS

    MNC Group migrated the over-the-top (OTT) platform behind its Vision+ service from on premises to AWS Elemental MediaConvert, AWS Elemental MediaPackage, and Amazon CloudFront, gaining the performance and scalability needed to stream live sports, live TV, and VOD content.
    2024
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