blog.rmhogervorst.nl/blog/2024/09/07/message-broker-pattern-for-ml-systems

Preview meta tags from the blog.rmhogervorst.nl website.

Linked Hostnames

14

Thumbnail

Search Engine Appearance

Google

https://blog.rmhogervorst.nl/blog/2024/09/07/message-broker-pattern-for-ml-systems

Message Broker Pattern for ML Systems

I’ve seen a pattern in different places but it is most useful for streaming data. Data that comes in over time, with quite some volume. The core of the solution is a message broker, this could be light weight like redis1, or a heavier log-like solution like kafka2. In stead of sending data from one microservice to another through API calls, we publish data to a central place, and services subscribe to data, and publish their results back (that is why it is called PubSub; publish - subscribe).



Bing

Message Broker Pattern for ML Systems

https://blog.rmhogervorst.nl/blog/2024/09/07/message-broker-pattern-for-ml-systems

I’ve seen a pattern in different places but it is most useful for streaming data. Data that comes in over time, with quite some volume. The core of the solution is a message broker, this could be light weight like redis1, or a heavier log-like solution like kafka2. In stead of sending data from one microservice to another through API calls, we publish data to a central place, and services subscribe to data, and publish their results back (that is why it is called PubSub; publish - subscribe).



DuckDuckGo

https://blog.rmhogervorst.nl/blog/2024/09/07/message-broker-pattern-for-ml-systems

Message Broker Pattern for ML Systems

I’ve seen a pattern in different places but it is most useful for streaming data. Data that comes in over time, with quite some volume. The core of the solution is a message broker, this could be light weight like redis1, or a heavier log-like solution like kafka2. In stead of sending data from one microservice to another through API calls, we publish data to a central place, and services subscribe to data, and publish their results back (that is why it is called PubSub; publish - subscribe).

  • General Meta Tags

    10
    • title
      Message Broker Pattern for ML Systems - Roel's R-tefacts
    • charset
      utf-8
    • x-ua-compatible
      IE=edge
    • viewport
      width=device-width,initial-scale=1,maximum-scale=1
    • description
      I’ve seen a pattern in different places but it is most useful for streaming data. Data that comes in over time, with quite some volume. The core of the solution is a message broker, this could be light weight like redis1, or a heavier log-like solution like kafka2. In stead of sending data from one microservice to another through API calls, we publish data to a central place, and services subscribe to data, and publish their results back (that is why it is called PubSub; publish - subscribe).

  • Open Graph Meta Tags

    9
    • og:title
      Message Broker Pattern for ML Systems
    • og:description
      I’ve seen a pattern in different places but it is most useful for streaming data. Data that comes in over time, with quite some volume. The core of the solution is a message broker, this could be light weight like redis1, or a heavier log-like solution like kafka2. In stead of sending data from one microservice to another through API calls, we publish data to a central place, and services subscribe to data, and publish their results back (that is why it is called PubSub; publish - subscribe).
    • og:image
      https://blog.rmhogervorst.nl/blog/2024/09/07/message-broker-pattern-for-ml-systems/message_broker_pattern.png
    • og:url
      https://blog.rmhogervorst.nl/blog/2024/09/07/message-broker-pattern-for-ml-systems/
    • og:type
      article

  • Twitter Meta Tags

    4
    • twitter:title
      Message Broker Pattern for ML Systems
    • twitter:description
      I’ve seen a pattern in different places but it is most useful for streaming data. Data that comes in over time, with quite some volume. The core of the solution is a message broker, this could …
    • twitter:image
      https://blog.rmhogervorst.nl/blog/2024/09/07/message-broker-pattern-for-ml-systems/message_broker_pattern.png
    • twitter:card
      summary

  • Link Tags

    15
    • alternate
    • canonical
      https://blog.rmhogervorst.nl/blog/2024/09/07/message-broker-pattern-for-ml-systems/
    • icon
      https://blog.rmhogervorst.nl/img/favicon.ico
    • stylesheet
      https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.11.1/katex.min.css
    • stylesheet
      https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.14.0/css/all.min.css

Emails

1

Links

32