Category: automation

Automation, Big Data and AI

The final topic David Gee and Christoph Jaggi mentioned in their interview was big data and AI (see also: automated workflows, hygiene of network automation and network automation security):

Two other concurrent buzzwords are big data and artificial intelligence. Can they be helpful for automation?

Big Data can provide a rich pool of event-sourcing information and, as infrastructures get more complex, it’s essential that automation triggers are as accurate as possible.

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Using Virtual Labs When Developing Network Automation Solutions

One of the fundamentals I always emphasize in introductory parts of my network automation workshops and online courses is the fact that we’re about to develop software that will control the most-mission-critical part of IT infrastructure, and should therefore use software development methodologies like version control, testing…

However, there’s a “small” glitch. While it’s perfectly possible to test most software in some virtual environment you can spin up on-the-fly using Vagrant, Docker, Jenkins, Travis, or some other CI/CD tool, testing a network automation solution requires access to network devices.

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David Gee on Automated Workflows

David Gee is coming back to Building Network Automation Solutions online course – in early March 2019 he’ll talk about hygiene of network automation. Christoph Jaggi did an interview with him to learn more about the details of his talk, and they quickly diverted into an interesting area: automated workflows.

Automation is about automated workflows. What kind of workflows can be automated in IT and networking?

Workflows most often fall into categorizations of build, operations and remediation.

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Don't Let the Automation Snowflakes Stop You

You know that time of year when snowflakes mean more than description of uniqueness of your networking infrastructure? Some people love to complain about that season and how the weather hinders them, others put on sturdy winter boots and down jackets, change tires on their car, and have tons of fun.

Network automation is no different. Sometimes you can persuade your peers that it makes sense to simplify and standardize the infrastructure to make it easier to abstract and automate (consider that an equivalent of going to a tropic island with shiny beaches and everlasting summer), other times you have to take out your winter boots and make the best out of what you got.

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What’s the Big Deal with Validation?

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In his Intent-Based Networking Taxonomy blog post Saša Ratković mentioned real-time change validation as one of the requirements for a true intent-based networking product.

Old-time networking engineers would instinctively say “sure, we need that” while most everyone else might be totally flabbergasted. After all, when you create a VM, the VM is there (or you’d get an error message), and when you write to a file and sync the file system the data is stored, right?

As is often the case, networking is different.

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Automation Win: Configure Cisco ACI with an Ansible Playbook

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Following on his previous work with Cisco ACI Dirk Feldhaus decided to create an Ansible playbook that would create and configure a new tenant and provision a vSRX firewall for the tenant when working on the Create Network Services hands-on exercise in the Building Network Automation Solutions online course.

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Event-Driven Network Automation in Network Automation Online Course

Event-driven automation (changing network state and/or configuration based on events) is the holy grail of network automation. Imagine being able to change routing policies (or QoS settings, or security rules) based on changes in the network.

We were able to automate simple responses with on-box solutions like Embedded Event Manager (EEM) available on Cisco IOS for years; modern network automation tools allow you to build robust solutions that identify significant events from the noise generated by syslog messages, SNMP traps and recently streaming telemetry, and trigger centralized responses that can change the behavior of the whole network.

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