3 Key Principles of The Unified Namespace

The Unified Namespace concept can be boiled down to 3 key principles

Apply these effectively and you get a potent combination for getting value from IIoT data at scale.

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𝐏𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞 #𝟏: 𝐄𝐝𝐠𝐞 𝐃𝐫𝐢𝐯𝐞𝐧 & 𝐃𝐨𝐦𝐚𝐢𝐧 𝐎𝐰𝐧𝐞𝐫𝐬𝐡𝐢𝐩

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Focuses on decentralizing data management to the 'edge' of the network.

Data is pushed from its source at the edge into a common data infrastructure, only sharing data when changes are detected (Report-by-Exception).

This approach significantly enhances the truthfulness of data by minimizing the gap between its origin and its analytical use, ensuring a more accurate and reliable data foundation.

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𝐏𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞 #𝟐: 𝐎𝐩𝐞𝐧 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 𝐚𝐧𝐝 𝐒𝐭𝐚𝐧𝐝𝐚𝐫𝐝 𝐃𝐚𝐭𝐚 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞

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Emphasizes adoption of a standardized data infrastructure that supports an open architecture.

Incorporating a "Publish-Subscribe" model, this infrastructure needs to allow for the seamless and scalable integration of new participants and their data (self-aware).

This approach streamlines integration, fosters innovation, and prevents technical debt, leading to an adaptable and efficient technology environment.

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𝐏𝐫𝐢𝐧𝐜𝐢𝐩𝐥𝐞 #𝟑: 𝐅𝐞𝐝𝐞𝐫𝐚𝐭𝐞𝐝 𝐃𝐚𝐭𝐚 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞

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Aims to balance universal standards with domain-specific governance needs.

This method acknowledges that an IIoT system is dynamic and cannot be rigidly controlled.

All the while, empowering teams close to the data to share data that is usable, valuable, and feasible to generate to ensure data integrity, and interoperability.

These principles collectively ensure a robust, flexible, and efficient approach to IIoT data management, crucial for modern enterprise-scale IIoT applications.

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