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Published inNov 2023
PublisherPackt
ISBN-139781837632619
Edition1st Edition
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Robert Thas John
Robert Thas John
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Robert Thas John

Robert Thas John is a data engineer with a career that spans two decades. He manages a team of data engineers, analysts, and machine learning engineers – roles that he has held in the past. He leads a number of efforts aimed at increasing the adoption of machine learning on embedded devices through various programs from Google Developers and ARM Ltd, which licenses the chips found in Arduinos and other microcontrollers. He started his career as a software engineer with work that has spanned various industries. His first experience with embedded systems was in programming payment terminals.
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Understanding load balancing

You can set up load balancing using a compute cluster. This is a collection of identical servers, called nodes, that run the same operating system and software. The load balancer is a server that sits in front of the cluster and directs traffic to individual nodes. An example is illustrated in the following diagram:

Figure 13.1 – Load balancing

Figure 13.1 – Load balancing

The nodes are connected on a single high-speed network that they use for communication and sharing resources. The load balancer keeps track of which nodes are available and sends traffic to them.

In some situations, you can make use of load balancing to provide redundancy and failover while also minimizing expenses.

You can minimize expenses by shutting down nodes when you don’t need them and starting them up when you do. There are two reasons why you would want to take this approach:

  • In a physical data center, more nodes running means higher energy and cooling...
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Arduino Data Communications
Published in: Nov 2023Publisher: PacktISBN-13: 9781837632619

Author (1)

author image
Robert Thas John

Robert Thas John is a data engineer with a career that spans two decades. He manages a team of data engineers, analysts, and machine learning engineers – roles that he has held in the past. He leads a number of efforts aimed at increasing the adoption of machine learning on embedded devices through various programs from Google Developers and ARM Ltd, which licenses the chips found in Arduinos and other microcontrollers. He started his career as a software engineer with work that has spanned various industries. His first experience with embedded systems was in programming payment terminals.
Read more about Robert Thas John