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Google Cloud Platform > 实例探究 > 通过数据驱动的决策提高转化率:AB Tasty 在 Google Cloud 上的成功案例
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AB Tasty: Enhancing Conversion Rates through Data-Driven Decisions with Google Cloud

技术
  • 分析与建模 - 机器学习
  • 基础设施即服务 (IaaS) - 云存储服务
适用行业
  • 建筑物
  • 石油和天然气
适用功能
  • 质量保证
用例
  • 实时定位系统 (RTLS)
  • 时间敏感网络
服务
  • 云规划/设计/实施服务
  • 系统集成
挑战
AB Tasty 之前的数据架构无法处理每天生成的大量交易事件,限制了他们向客户提供实时数据洞察的能力。
关于客户
AB Tasty 是一款一体化网站优化平台,可帮助客户做出数据驱动的决策,以提高转化率。他们已发展成为一家全球性公司,在全球设有七个办事处,自 2009 年以来接待了超过 170 亿访客。
解决方案
AB Tasty 在 Google Cloud 上构建了数据管道,使用 Cloud Dataflow、Cloud Storage 和 Cloud Pub/Sub 每天收集和处理 20 亿个事件。然后,数据在 BigQuery 中存储和分析,为客户提供灵活的数据分析访问权限。
运营影响
  • Since migrating to Google Cloud, AB Tasty has been able to handle 2 billion events every day, providing new insights and correlations for better decision-making and increased revenue for its customers. The company's new data architecture allows its clients to query data directly via BigQuery, adding extra value to the data offered. Clients can either construct reports by default or explore their own data. With the new data pipeline and warehouse, AB Tasty is planning to expand its markets in America and Southeast Asia. The company is also exploring how its platform could be enhanced with Machine Learning to develop new algorithms that will simplify the task for its clients even further.
数量效益
  • Processes two billion events a day with Cloud Dataflow, Cloud Pub/Sub, Cloud Storage, and Cloud SQL
  • Provides flexible access to data analysis for customers with BigQuery
  • Event response time reduced to 32 milliseconds

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