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Lessons learnt from creating
platforms on Kubernetes
(aka Challenges)
Real Quote
Fake Quote
AI Generated
1. Sorry losers and haters, but my IQ is one of the
highest - and you all know it! Please don't feel so
stupid or insecure, it's not your fault.
2. My IQ is so high, it's tremendous. It's like Mount
Everest, but with more gold.
Donald Trump
1. Sorry losers and haters, but my IQ is one of the
highest - and you all know it! Please don't feel so
stupid or insecure, it's not your fault.
2. My IQ is so high, it's tremendous. It's like Mount
Everest, but with more gold.
Donald Trump
1. My friends, Brexit was like a box of chocolates -
nobody really knew what they were getting, but I
assure you it's all rather scrumptious.
2. My policy on cake is pro having it and pro eating it.
Boris Johnson
1. My friends, Brexit was like a box of chocolates -
nobody really knew what they were getting, but I
assure you it's all rather scrumptious.
2. My policy on cake is pro having it and pro eating it.
Boris Johnson
@Salaboy
https://diagrid.io
https://salaboy.com/
salatino40
@SoulmanIqbal
Appvia
Learnk8s
Sal
aboy man
In a world where this …
What about ML…
Platform
Engineering
We need platforms
And platform engineering practices
github.com/salaboy/rejekts-eu-2023
#1 You will need to glue
things together
You will get your hands 💩
https://www.cncf.io/blog/2023/04/11/announcing-a-white-paper-on-platforms-for-cloud-native-computing/
Crossplane
- Provisioning cloud resources using the Kubernetes Model
- Cloud Providers: AWS, GCP, Azure etc
- Create your own Resources Compositions
vcluster
- Virtual clusters within a cluster
- Multi-tenant use cases where namespaces are not enough
- Each vcluster has an isolated API Server
Knative
- Deploy & manage serverless workloads
- Autoscaling and advanced traffic management (Release Strategies)
- Heavily used for serving ML models
Dapr
- Distributed Applications Runtime
- Components / APIS: state, pub/sub, secret stores, workflows, etc
- Language Agnostic abstraction (use local HTTP/gRPC calls)
#1 Demo
💩💩💩💩💩💩💩
#2 Understand your teams
And their requirements 🔬⚙
Data Scientists
Data Scientists
DEVELOPERS
#2 Demo
󰢤󰨁🎩󰙐👽󰚐󰣻
#3 A powerful End-user
experience
Tailored to your users
#3 Demo
💣🧨💥
Final Thoughts
��
DevOps
DevOps
Platform Engineering
Some Links:
Dapr + Crossplane
Dapr + vcluster
Dapr + WebAssembly + Wazero
Dapr + Knative Functions
Dapr + Kratix
salatino40

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