Blog Posts of 2021
Hi there—Here's a look at the top 5 most popular HighByte blog posts of 2021
#5
4 reasons to consider a multi-hub architecture for your Industrial DataOps deployment
Based on what we’re learning from our customers, deploying a scalable, multi-hub architecture will become more critical as their organizations grow. Read this blog post by John Harrington to learn four reasons to consider a multi-hub architecture for your own site.
![4 reasons to consider a multi-hub architecture for your Industrial DataOps deployment (1200 x 900 px) 4 reasons to consider a multi-hub architecture for your Industrial DataOps deployment (1200 x 900 px)](https://info.highbyte.com/hubfs/4%20reasons%20to%20consider%20a%20multi-hub%20architecture%20for%20your%20Industrial%20DataOps%20deployment%20%20(1200%20x%20900%20px).png)
![AW-CustomeBlast-660x526 AW-CustomeBlast-660x526](https://info.highbyte.com/hs-fs/hubfs/AW-CustomeBlast-660x526.png?width=1320&height=1052&name=AW-CustomeBlast-660x526.png)
#4
An intro to industrial data modeling
"Data modeling is important because models standardize information, enable interoperability, show intent, determine trust, and ensure proper data governance. A data model is not—and should not—be complicated." In this 7-minute read, Tony Paine lays out the basics of modeling industrial data at scale and explains why it's important for Industry 4.0.
#3
DataOps for manufacturing: A 4-stage maturity model
In this post, John Harrington introduces a framework to help you understand where you are on your data maturity journey—and where you need to go to achieve the results you expect. Read the post to learn about the four-stage process that includes data access, data contextualization, site visibility, and enterprise visibility.
![HighByte.DataMaturityModel.SoloChart HighByte.DataMaturityModel.SoloChart](https://info.highbyte.com/hubfs/HighByte.DataMaturityModel.SoloChart.png)
![HB.UN.Diagram1 HB.UN.Diagram1](https://info.highbyte.com/hubfs/HB.UN.Diagram1.png)
#2
Is HighByte Intelligence Hub a Unified Namespace?
The answer depends on your priorities and project scope. The unified namespace (sometimes referred to as the UNS or universal namespace) can be an allusive concept for many of us as we move to an Industry 4.0 world. Read this post by John Harrington to learn about three typical architecture patterns we see for implementing the UNS.
#1
Applying ISA-95 in an Industry 4.0 world
HighByte Intelligence Hub serves as the integration solution between systems at the same level or different levels in the ISA-95 stack. Read this post by John Harrington to learn more about the ISA-95 specification and how it can be applied within HighByte Intelligence Hub.
![HubOnly.Dec2021.WEB HubOnly.Dec2021.WEB](https://info.highbyte.com/hs-fs/hubfs/HubOnly.Dec2021.WEB.png?width=350&height=350&name=HubOnly.Dec2021.WEB.png)
![Byte1 Byte1](https://info.highbyte.com/hubfs/website-images/Byte1.png)