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Cloudera > 实例探究 > 借助现代数据平台为搜索提供动力
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Global IT Company Enhances Search Capabilities with Modern Data Platform

 Global IT Company Enhances Search Capabilities with Modern Data Platform - IoT ONE Case Study
技术
  • 基础设施即服务 (IaaS) - 私有云
  • 平台即服务 (PaaS) - 应用开发平台
适用行业
  • 电子商务
  • 国家安全与国防
用例
  • 行为与情绪追踪
  • 交通监控
挑战

该公司需要一个语义搜索引擎来支持其平台上所有应用程序的搜索功能。这将有助于它通过搜索上下文了解用户的意图并提高结果的相关性。

为此,该公司需要创建一个现代架构框架,以实现更好的搜索、复制数据和进行实验性定制分析。该平台还将被设计为处理未来预期增加的搜索流量和数据量——这是迈向智能企业的重要一步。

客户

未披露

关于客户

这家全球信息技术服务公司为其客户提供世界上最大的电子商务平台之一。

解决方案

为了最初应对这些挑战,该公司几年前选择了 Cloudera 的 CDH 平台。随着 CDH 的生命周期即将结束,以及公司要求将所有客户数据保存在本地,它意识到升级的必要性 - 开始将 900 多个节点迁移到 CDP 私有云基础以进行所有数据处理和存储。

Cloudera 为公司的交易数据带来了成本节约、附加功能和最高级别的安全性。与 Confluent Control Center 相比,他们更喜欢使用 Cloudera Manager 进行监控和部署管理。

运营影响
  • The company successfully delivered a scalable platform with extensibility and unified integration for managing all business transactions. The latest open source streams messaging capability, including Kafka, SMM and SRM, enabled DevOps to experiment with new opportunities to better serve their customers. Kafka helped categorize data efficiently, making it more relevant for specific catalog searches. It separated different types of transactional data by topic, enabling the search engine to focus on relevant data, handle increases in search traffic volume, and improve speed. The platform provided comprehensive process capability with an immersive end-user experience. Visibility through the entire Kafka lifecycle was achieved, along with latency and throughputs. SMM provided monitoring capabilities to avoid bottlenecks, helping to pinpoint and isolate problems along the pipeline for immediate resolution.
数量效益
  • Migration to Cloudera resulted in $650k+ in yearly savings from Confluent licensing costs.
  • The company was able to replicate data across global data centers, ensuring high data availability.
  • The company successfully migrated 900+ nodes to Cloudera’s CDP Private Cloud Base for all data processing and storage.

相关案例.

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