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Lightbend > 实例探究 > Transforming the Customer Experience with Near Real-Time Insights

Transforming the Customer Experience with Near Real-Time Insights

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公司规模
Large Corporate
国家
  • United States
产品
  • HPE InfoSight
  • Lightbend Platform
技术栈
  • Apache Spark
  • Microservices Frameworks
  • Streaming Engines
实施规模
  • Enterprise-wide Deployment
影响指标
  • Customer Satisfaction
  • Digital Expertise
  • Productivity Improvements
技术
  • 分析与建模 - 实时分析
  • 应用基础设施与中间件 - 中间件、SDK 和库
  • 平台即服务 (PaaS) - 数据管理平台
适用行业
  • Software
适用功能
  • 商业运营
用例
  • 边缘计算与边缘智能
  • 预测性维护
  • 远程资产管理
服务
  • 软件设计与工程服务
  • 系统集成
关于客户
Hewlett Packard Enterprise (HPE) is a global leader in providing innovative technology solutions. Known for its cutting-edge data center infrastructure solutions, HPE serves a wide range of customers, including large enterprises and internal business units. The company is recognized for its ability to transform industries and markets by leveraging advanced technologies. HPE's InfoSight platform is a key component of its offerings, providing predictive analytics for data centers. With a focus on delivering real-time insights, HPE aims to enhance customer experiences and drive value across its product lines. The company's commitment to innovation and customer satisfaction positions it as a leader in the technology sector.
挑战
HPE aimed to enhance customer value by delivering insights in seconds and minutes rather than hours or days. InfoSight, a leader in infrastructure monitoring, needed to evolve from its batch mode, big data architecture to a real-time analytics platform. The challenge was to process the massive amount of data from over 20 billion sensors globally, which send trillions of metrics daily. The existing batch processing was too slow, and a new approach was needed to deliver insights faster.
解决方案
HPE collaborated with Lightbend to design a reference architecture for InfoSight, focusing on real-time data processing. The solution involved transitioning from batch processing to stream processing, allowing data to be processed as it is produced. This required a dynamic, scalable application that could handle failures and recover quickly. The Lightbend Platform provided the necessary tools, including microservices frameworks, streaming engines, and machine learning tools, to achieve this. The platform's elasticity and resilience enabled HPE to deliver big data insights at speed, transforming InfoSight into a blueprint for other HPE product lines. The approach is now being adopted by other HPE business units to deliver real-time customer value.
运营影响
  • HPE's transition to real-time analytics has significantly enhanced its ability to deliver customer value quickly, transforming the customer experience.
  • The collaboration with Lightbend has provided a scalable and resilient architecture, enabling continuous data processing and quick recovery from failures.
  • The new approach has become a reference for other HPE business units, demonstrating its effectiveness in delivering real-time insights.
  • The integration of machine learning and deep learning tools has allowed for advanced data analysis, further enhancing the platform's capabilities.
  • HPE's commitment to innovation and customer satisfaction is evident in its ability to adapt and implement cutting-edge technologies.
数量效益
  • Over 20 billion sensors deployed globally.
  • Trillions of metrics processed daily.
  • Petabytes of telemetry data analyzed.

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