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Pachyderm
概述
公司介绍
Pachyderm 具有成本效益,能够大规模地帮助数据工程团队自动化复杂的管道,对任何类型的数据进行复杂的数据转换。该公司独特的方法提供了多阶段、语言无关的管道的并行处理,并具有数据版本控制和数据沿袭跟踪功能。Pachyderm 为数据提供了终极 CI/CD 引擎。
物联网应用简介
技术栈
Pachyderm的技术栈描绘了Pachyderm在应用基础设施与中间件, 和 分析与建模等物联网技术方面的实践。
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设备层
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边缘层
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云层
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应用层
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配套技术
技术能力:
无
弱
中等
强
实例探究.
Case Study
Optimizing Autonomous Driving with IoT: A Case Study of Woven Planet and Pachyderm
Woven Planet, a subsidiary of Toyota, is focused on building the safest mobility in the world with a particular emphasis on automated driving. The Automated Mapping team at Woven Planet is tasked with creating automotive-grade maps for use in automated and autonomous-driving vehicles. This requires the use of aerial orthographic projection, a method that has been used in the development of consumer-grade navigational maps. However, using this data to meet the rigorous requirements of automated driving at a continental scale is a significant challenge. The maps for automated driving applications need a level of detail, accuracy, and precision far beyond those of their consumer-grade counterparts. This requires processing large volumes of data. The Automated Mapping team needed an orchestration system that could scale to meet elastic workloads, easily toggle between structured and unstructured datasets, and provide long-lived pipeline stability for continuous, region-based map updates.