Google Cloud Platform > 实例探究 > AB Tasty:利用 Google Cloud 优化客户体验

AB Tasty:利用 Google Cloud 优化客户体验

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技术
  • 分析与建模 - 机器学习
  • 平台即服务 (PaaS) - 应用开发平台
适用行业
  • 水泥
  • 建筑与基础设施
适用功能
  • 产品研发
  • 质量保证
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
关于客户
AB Tasty 是一家领先的客户体验优化 SaaS 提供商,帮助企业公司了解客户并根据这些知识采取行动。他们拥有 1,000 多家企业客户,包括迪士尼、欧莱雅和《今日美国》。
挑战
AB Tasty 已达到其技术基础设施的极限,需要一个新的架构来处理业务运营的规模。
解决方案
AB Tasty 使用 Google Cloud 产品重新设计了其架构,包括 Google Kubernetes Engine、Bigtable、Dataflow、BigQuery 和 Pub/Sub。
运营影响
  • Since migrating to Google Cloud, AB Tasty has had the infrastructure designed for scale without having to compromise on its quality of service. The company has been able to handle massive amounts of traffic without affecting its service. The analytics and machine learning capabilities of BigQuery have enhanced its personalization product. Developers are now able to create and test new features and ideas by simply spinning up an instance with Google Kubernetes Engine without having to worry about provisioning or draining IT resources, resulting in richer, more mature products. This has contributed to AB Tasty’s continued growth over the last few years. The company continues to evolve and experiment with new ways of working, with a keen interest in exploring how Google Cloud integrates with open-source technology in the future.
数量效益
  • The new infrastructure can handle around 50,000 events per second, with up to 200,000 events per second at peak times, without affecting performance.
  • The company is now able to ingest, process, and analyze around 2 billion events per day.
  • AB Tasty has achieved a 99.99% service-level agreement.

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