Reading Discussion 2

Key Word(s): Kubernetes, Helm, Loft, Skaffold

Kubernetes

[9/10 not a complete list]

Expository

• Kubernetes 101
• Kubernetes Architecture 101
• The Kubernetes Bible for Beginners & Developers
• Kubeflow
• Benefits of Kubernetes
• Why Kubernetes is a Considerable Step Forward in Software Products Development?
• Local Kubernetes Development
• Containers and Cloud: From LXC to Docker to Kubernetes
• Kubernetes Virtual Clusters for AI/ML Experiments)
• Antifragility in Kubernetes

Longer Reads

• Kubernetes: Up and Running (ch.12-14)
• Hands-On Docker for Microservices with Python: design, deploy, and operate a complex system with multiple microservices using Docker and Kubernetes (ch.5-7)

Research

• Firmament: Fast, Centralized Cluster Scheduling at Scale
• Democratizing Production: Scale Distributed Deep Learning
• Serverless inferencing on Kubernetes

Use cases and other interesting reads

• Kubeflow: Build an ML pipeline
• Poseidon-Firmament, The package for Kubernetes Scheduler
• Helm, The package manager for Kubernetes
• Skaffold, The package for Kubernetes local development
• Loft, The package for Kubernetes virtual cluster
• Virtual Cluster: Sandboxes for ML experiment

Choose from Research and Use cases