Glovo 利用 Datadog 数据库监控扩展按需配送应用程序并消除停机时间
公司规模
Large Corporate
地区
- Europe
- Asia
- Middle East
国家
- Spain
产品
- Datadog Database Monitoring
- Datadog Application Performance Monitoring
- Datadog Infrastructure Monitoring
- Datadog Log Management
技术栈
- Microservices
- Database Management
实施规模
- Enterprise-wide Deployment
影响指标
- Cost Savings
- Productivity Improvements
- Customer Satisfaction
技术
- 分析与建模 - 实时分析
适用行业
- 零售
- 食品与饮料
- 药品
适用功能
- 物流运输
- 销售与市场营销
用例
- 实时定位系统 (RTLS)
- 预测性维护
- 供应链可见性(SCV)
服务
- 云规划/设计/实施服务
- 数据科学服务
关于客户
Glovo 是一家按需快递服务公司，可通过其移动应用购买、取货和配送所订购的产品。该公司将用户与提供本地餐馆、杂货店和超市、药店和零售店按需服务的企业和快递员联系起来。Glovo 的业务遍及欧洲、中东和亚洲的 25 个国家/地区，是一家发展迅速的组织。该公司最初使用单体架构设计其应用程序，但为了跟上快速增长的步伐，Glovo 工程师最近开始将其应用程序迁移到基于微服务的架构。
挑战
Glovo 是一家按需快递服务公司，业务遍及 25 个国家/地区。该公司面临着巨大的挑战，因为其数据库资源消耗无法跟上其预期的增长速度。随着公司开始向微服务迁移，它需要更好地了解其数据库，以降低 CPU 使用率并防止代价高昂的停机。随着运行的数据库和查询数量的增加，他们发现数据库配置不正确，并且经常达到 CPU 容量。这导致 2022 年停机时间长达三到四个小时。Glovo 使用的现有监控产品无法提供他们所需的洞察力。实时监控和警报的访问权限有限，阻碍了团队对问题的响应。他们还缺乏跟踪和比较当前和历史性能数据的能力，使得调查变得手动且繁琐。
解决方案
Glovo 之前一直在使用 Datadog 应用程序性能监控 (APM)、基础设施监控和日志管理。他们决定将现有的可观察性工具扩展到 Datadog 数据库监控 (DBM)，因为它具有他们熟悉的易于使用的界面以及查询的粒度数据、解释计划、查询成本、等待时间等功能。借助 Datadog DBM，Glovo 工程师现在可以全面了解他们的数据库，并可以快速识别和优化低效查询以减少计算负载。Glovo 还使用 DBM 进行容量规划并实现整个组织的资源优化。例如，基础设施团队支持整个企业的其他团队配置和维护自己的基础设施。DBM 帮助基础设施团队与其他业务领域合作，确保他们的工作负载高效运行，资源得到适当分配，从而降低成本。
运营影响
数量效益
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