Edge AI + Intelligence Hub: A Match in the Making
· Hybrid Manufacturing

Edge AI + Intelligence Hub: A Match in the Making

The convergence of edge AI and centralized intelligence hubs is creating a new operational architecture for manufacturers seeking real-time decision-making without sacrificing data governance or scalability. In this article, IIoT World examines how pairing local inference at the machine level with a cloud or on-premises intelligence hub delivers the best of both worlds: sub-millisecond response […]

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Data Modeling Best Practices and Pitfalls
· Connected Industry

Data Modeling Best Practices and Pitfalls

At first glance, data modeling projects in an industrial ecosystem can seem daunting. There are many factors that manufacturers must consider to ensure their data modeling project is successful. The following guidelines address commonly encountered challenges and provide best practices to overcome these hurdles.Focus on Requirements of End Systems and Use CasesA data model is […]

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