Complementing DynamoDB with Rockset for Real-Time IoT Analytics at 1NCE
公司规模
Mid-size Company
国家
- Germany
产品
- Amazon DynamoDB
- Rockset
- AWS Lambda
- Amazon RDS
技术栈
- SQL
- Serverless Microservices
- Containerization
实施规模
- Enterprise-wide Deployment
影响指标
- Customer Satisfaction
- Productivity Improvements
- Digital Expertise
技术
- 分析与建模 - 实时分析
- 平台即服务 (PaaS) - 数据管理平台
- 应用基础设施与中间件 - API 集成与管理
适用行业
- 电信
- Software
适用功能
- 商业运营
- 物流运输
用例
- 车队管理
- 实时定位系统 (RTLS)
- 远程资产管理
- 预测性维护
服务
- 软件设计与工程服务
- 系统集成
关于客户
1NCE is a pure-play IoT connectivity provider founded in 2017, aiming to simplify IoT deployments by addressing common pain points such as network coverage, connectivity costs, and device management. They offer a flat-rate pricing model, providing access to a global network supported by Deutsche Telekom and its partners. This allows for easy deployment of smart devices across various applications, including AR/VR headsets, smart energy meters, and tracking devices for fleet management. With a digital and cloud-native platform hosted on AWS, 1NCE supports over 10 million devices in more than 100 countries, serving over 7,000 customers.
挑战
1NCE faced challenges in providing real-time analytics for their IoT data using Amazon DynamoDB. While DynamoDB was effective for storing monitoring and management data, it was limited in its ability to perform real-time analytics. The company attempted to use BI and dashboard solutions compatible with DynamoDB, but these were not granular or real-time enough. They also tried building Lambda functions and step-function logic to enable customer queries, but this approach stretched DynamoDB's indexes too thin and resulted in slow query times. The need for real-time business observability was becoming increasingly critical as more customers relied on IoT devices for mission-critical operations.
解决方案
1NCE adopted Rockset, a real-time analytics database, to complement their use of Amazon DynamoDB. Rockset's native integration with DynamoDB allowed for easy real-time data synchronization without the need for custom data pipelines. The use of SQL with Rockset enabled 1NCE's engineers to create and manage complex queries efficiently. The Query Lambdas feature in Rockset facilitated the creation of permanent, secure SQL queries that could automatically query new data seconds after being written to DynamoDB. This integration allowed 1NCE to provide customers with real-time insights and business observability through visual dashboards, enhancing their operational capabilities.
运营影响
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