实例探究 > Hazelcast IMDG Accelerates Inventory Management, Speeds Purchases

Hazelcast IMDG Accelerates Inventory Management, Speeds Purchases

公司规模
1,000+
地区
  • America
国家
  • United States
产品
  • Hazelcast IMDG
  • Apache Cassandra
技术栈
  • In-Memory Data Grid
  • RESTful Services
  • Omni-Channel APIs
实施规模
  • Enterprise-wide Deployment
影响指标
  • Customer Satisfaction
  • Productivity Improvements
技术
  • 应用基础设施与中间件 - 数据交换与集成
  • 应用基础设施与中间件 - 数据库管理和存储
适用行业
  • 电子商务
  • 零售
适用功能
  • 销售与市场营销
  • 仓库和库存管理
用例
  • 库存管理
  • 补货预测
  • 实时定位系统 (RTLS)
服务
  • 软件设计与工程服务
  • 系统集成
关于客户
The customer is a top ten retailer in the United States, known for its extensive omni-channel selling platform. This retailer has a significant online presence and relies heavily on real-time inventory management to ensure accurate order fulfillment. The company has historically used Apache Cassandra as its system of record but faced challenges in meeting its stringent service-level agreements (SLAs) due to latency issues.
挑战
E-commerce sales are growing rapidly, but traditional inventory management systems struggle to keep up with the high volume and velocity of data. This often results in inconsistencies between inventory databases and customer-facing systems, leading to lost sales and dissatisfied customers. Traditional relational databases and some NoSQL solutions fail to provide the necessary speed and scalability, causing latency issues and poor customer experiences.
解决方案
The retailer implemented Hazelcast IMDG, an in-memory data grid, to enhance its inventory management system. Hazelcast IMDG offers schema-less, in-memory data storage, which is significantly faster than traditional databases. It virtualizes and redundantly maintains memory across software nodes, maximizing hardware utilization and scalability. By integrating Hazelcast IMDG with their existing Apache Cassandra system, the retailer achieved real-time visibility into inventory, enabling accurate order fulfillment and reducing latency to just 2ms, well within their 40ms SLA.
运营影响
  • The retailer achieved real-time visibility into inventory, allowing for accurate order fulfillment and fewer oversell situations.
  • Hazelcast IMDG enabled the retailer to meet its 40ms SLA by reducing latency to just 2ms.
  • The integration of Hazelcast IMDG with Apache Cassandra provided a seamless and efficient inventory management system.
  • The retailer's e-commerce platform now offers a better customer experience with faster query responses and real-time inventory updates.
  • The system's scalability and performance improvements have enhanced the retailer's overall operational efficiency.
数量效益
  • Achieved 2ms response time, significantly exceeding the 40ms SLA requirement.
  • Reduced latency from 300ms to 2ms, improving system performance by 99.33%.

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