AI for DevOps Engineers - Part 1: The Building Blocks of DevOps AI
DevOps is a key success factor for modern software development and we have most definitely come across AI in one way or another. The intersection of AI and
Nomad is HashiCorp’s alternative to Kubernetes. Kubernetes is a container-only orchestrator with a half-dozen interoperating services included. It is fair to say, that the architecture of Kubernetes is a complex one.
HashiCorp Nomad takes a different approach. It provides orchestration of containers and virtual machines. The goal is to provide a way clearer architecture, simpler usability and therefore improved maintainability. If you need additional functionality like service discovery or secret management, you simply combine Nomad with other HashiCorp products like Consul or Vault. On its own, Nomad tries to keep things as simple as possible.
The whole functionality of Nomad is contained in a single binary. All you need to do, to install Nomad on a machine, is to download the Nomad binary. No complex setup scripts required!
Nomad then accepts commands to run "jobs". A Nomad job is a specification provided by the user that declares a workload for Nomad. It states what container or VM should be run, how it should be exposed to the network, how much resources should be assigned etc. Nomad is then responsible to run this job for us.
Here is an example job specification for a dockerised web application:
1job "demo" {
2 datacenters = ["dc1"]
3 type = "service"
4
5 group "web" {
6 count = 1
7
8 network {
9 port "http" {
10 to = 80
11 }
12 }
13
14 task "nginx" {
15 driver = "docker"
16
17 config {
18 image = "nginxdemos/hello:latest"
19 ports = ["http"]
20 }
21
22 resources {
23 cpu = 100
24 memory = 128
25 }
26 }
27
28 }
29}
One of the biggest advantages of Nomad, compared to Kubernetes, is its hybrid cloud approach. As Nomad can orchestrate containers AND VMs, it can be integrated in your local datacenter and with multiple public cloud providers at the same time. Giving you not only the best of both worlds, but the best from ALL the worlds.
If you want to see a simple Nomad cluster in action, feel free to checkout the following video. I am going through installing Nomad, running a Nomad server and client, creating a simple web application job and running it on a Nomad cluster:
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