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Tag: technical debt

When MQTT Falls Down: 5 Common Pitfalls in UNS Design

The Unified Namespace (UNS) is here to stay. In concept, it’s a single location that represents the real-time state of your factory, using open standards. Evangelized by Walker Reynolds, President of 4.0 Solutions and Read more…

Striking a Balance: Big Data Debt and Big Data Value

In technology, the concept of “technical debt” is used to describe the obligation side of a trade-off, usually when something is built “fast” rather than being built “right.” Just as with personal or corpo Read more…

How To Avoid the Technical Debt of Machine Learning

Machine learning provides us an extremely powerful mechanism for building personalized data-driven applications. However, the power doesn't come without costs or risks. Unfortunately, the downside of long-running machine Read more…

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