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HighByte Blog

Read company updates and our technology viewpoints here.

Intelligence Hub version 3.2: A complete UNS and data engineering toolset

9/20/2023

 
Time to read: 8 minutes
PicturePosted by Jeffrey Schroeder
For quite some time, people have been asking us how the Intelligence Hub relates to a Unified Namespace (UNS). Is it a specific part of a UNS architecture, a platform by which one might build a UNS, or a UNS architecture itself? Over time, our answers have developed alongside the capabilities of the Intelligence Hub. From the beginning, the Intelligence Hub could connect to third-party MQTT brokers as well as model the data going in and out of them. And recently, we added an embedded MQTT broker to the Intelligence Hub to address brokering and provide the ability for MQTT clients to connect to the Intelligence Hub directly. These provided the functionality needed for much of what might facilitate or be considered a UNS, but it was missing a critical part: a way to visualize the contents.


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Abstraction puts the ‘unified’ in Unified Namespace

9/13/2023

 
Time to read: 7 minutes
PicturePosted by John Harrington
The Unified Namespace (UNS) architecture pattern has proven to be an effective means to opening industrial data access up to the entire business, but the road to implementation is not without a few speed bumps.

First, as industrial companies start to establish their hierarchy and build their UNS, they may find it difficult to get their data to follow their own rules. By its nature, UNS architecture draws from a multitude of different data sources, most of which present data in unique formats. Even superficially similar assets can format the data they generate in completely unique ways, and differences in data generated by wholly different machines, systems, and PLCs are even more stark. To limit problems in creating and operating a UNS, some industrial companies simply publish data from each system and device directly to an MQTT broker in their own topic namespace. This practice is not truly a UNS, and it offers little of the data accessibility and usability promised by this architectural pattern.

Second, the UNS topic space typically follows the hierarchy: Site, Area, Line, Zone, Cell, and Asset. At each level, the information may include data from multiple systems including PLCs, SCADA, MES, CMMS, QMS, ERP, etc. On the consuming side, many users have unique needs that the UNS alone may not be able to meet.

​These challenges are what make consistent, easily scalable abstraction a critical part of your UNS.


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The power of payloads in your unified namespace

8/16/2023

 
Time to read: 7 minutes
PicturePosted by John Harrington
The Unified Namespace (UNS) is among the fastest-growing data architecture patterns for Industry 4.0, promising easy publish-subscribe access to hierarchically structured industrial data. At HighByte, we define a UNS as a consolidated, abstracted structure by which all business applications can consume real-time industrial data in a consistent manner. A UNS allows you to combine multiple values into a single, structured logical model that can be understood by business users across the enterprise to make real-time decisions.

But many industrials are finding that though they’ve loaded their device telemetry data in their UNS, they are struggling to use it. The UNS’ uniform data standards, hierarchical structure, and publish-subscribe pattern do an excellent job of providing easy, logical access to data, but business and analytics users often discover that they must subscribe to multiple data streams from separate levels of the hierarchy to get what they need for their applications.

 There are two problems with this approach:


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How an API is driving the evolution of Industrial DataOps

6/28/2023

 
Time to read: 6 minutes
PicturePosted by John Harrington
Ever since the first release of HighByte Intelligence Hub in 2020, HighByte has developed the solution to meet the industrial data integration needs of today’s industrial customers and tomorrow’s market requirements. The first version of the Intelligence Hub was a client-based application that collected and published contextualized data to any consuming system. As Industry 4.0 leaders began to integrate more systems and assets into their ecosystems, data consumers needed better data visibility and access. The consumers wanted to be able to see all available information, so they could access exactly what they needed. To deliver this visibility and access, we embedded an MQTT broker into the Intelligence Hub, giving administrators the necessary tools to build a Unified Namespace (UNS) that would allow consumers to easily subscribe to the information they desired.   

With changing needs in mind, in May 2023, we took the next step in the evolution of the Intelligence Hub, adding the ability to request data on-demand through the Intelligence Hub with a built-in REST Data Server. This addition allows users to request time series, transactional, or master data from systems through a single, simple API.


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HighByte is an industrial software development company in Portland, Maine building solutions that address the data architecture and integration challenges created by Industry 4.0. We’ve developed the first DataOps solution purpose-built to meet the unique requirements of industrial assets, products, processes & systems at the Edge.
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  • INTELLIGENCE HUB
    • OVERVIEW
    • CONNECTIONS >
      • PI SYSTEM
    • CONDITIONS
    • MODELS
    • FLOWS
    • PIPELINES
    • UNIFIED NAMESPACE >
      • MQTT BROKER
    • ENTERPRISE ADMINISTRATION
    • RELEASE NOTES
  • RESOURCES
    • ANALYST REPORTS >
      • BEST PRACTICES FOR LIFE SCIENCES 4.0
      • THE STATE OF DATAOPS
    • ARTICLES
    • BLOG
    • GUIDEBOOKS
    • USE CASES >
      • ELECTRONIC BATCH REPORTING
      • FIRST-PASS YIELD
      • PREDICTIVE ASSET MAINTENANCE
      • OEM CLOUD SERVICES
    • WHITE PAPERS
  • TRY & BUY
    • REQUEST A DEMO
    • TRIAL PROGRAM
    • PRICING
  • COMPANY
    • OUR TEAM
    • PARTNERS >
      • AWS
    • CAREERS
    • EVENTS
    • NEWS
  • CONTACT
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