技术
- 分析与建模 - 机器学习
- 应用基础设施与中间件 - 数据库管理和存储
适用行业
- 建筑物
- 建筑与基础设施
适用功能
- 仓库和库存管理
用例
- 实验自动化
- 拣选/分拣/定位
关于客户
Arkadium 是成人经典游戏的领先创造者。他们专注于为 35 岁及以上的玩家打造包容性、易上手且适合年龄的游戏。从 2019 年 1 月到 2021 年 12 月,他们的网络增长了 164%,每月玩家数量超过 1500 万。他们的目标是收集数据以提高用户保留率,并通过客户变现和参与度来加大力度。
挑战
Arkadium 在存储和处理大量非结构化和半结构化数据方面面临挑战。他们传统的基于 SQL 的本地数据仓库无法跟上他们正在处理的数据大小。他们仅在一个管道中批量处理接近 500GB 的快速增长的数据,该管道应用了数据报告和仪表板功能所需的适当转换。
解决方案
Arkadium 采用 Databricks Lakehouse 平台来解决数据存储和处理挑战。该平台在集群容量和存储空间方面提供了灵活性,使得执行临时假设检查和查找数据模式变得更加容易和快捷。他们还通过从传统的本地 SQL 数据仓库迁移到以 Databricks Lakehouse 为基础来实现数据堆栈的现代化。这种现代化提高了数据可靠性、更快的性能并降低了成本。
运营影响
数量效益
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