From ML Repository to ML Production Pipeline
36 min

From ML Repository to ML Production Pipeline

MLOps World - MLOps World & Generative AI World 2024
Jakub Witkowski Dariusz Adamczyk
production-pipelines ml-repository mlops machine-learning devops docker kubernetes ci-cd kubeflow data-science gpu automation
From Model to Production: A Unified Journey
28 min

From Model to Production: A Unified Journey

MLOps World - MLOps World & Generative AI World 2024
Yuval Fernbach
mlops machine-learning devops software-supply-chain generative-ai data-science deployment security vulnerability-management model-registry ci-cd containerization
The Future of AI Development Agents
34 min

The Future of AI Development Agents

MLOps World - MLOps World & Generative AI World 2024
Graham Neubig
ai-agents software-development machine-learning mlops code-generation llm autonomy testing debugging devops github docker
Challenges of Modern Application Delivery: A Retrospection of KubeVela Highlight Technologies
35 min

Challenges of Modern Application Delivery: A Retrospection of KubeVela Highlight Technologies

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Jianbo Sun Da Yin
kubevela application-delivery cloud-native kubernetes cncf platform-engineering ci-cd observability resource-management multi-cloud orchestration devops
How GitOps Changed Our Lives & Can Change Yours Too!
46 min

How GitOps Changed Our Lives & Can Change Yours Too!

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Priyanka Ravi Christian Hernandez Filip Jansson Roberth Strand Leigh Capili
gitops kubernetes devops ci-cd argo flux cloud-native infrastructure-as-code automation container-adoption
Scale Down Your Environmental Impact
29 min

Scale Down Your Environmental Impact

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Mary Karroqe Zinnia Gibson
kubernetes cloud-native environmental-impact data-centers energy-efficiency cloud-costs automation devops scalability
Can You Keep a Secret? on Secret Management in Kubernetes
38 min

Can You Keep a Secret? on Secret Management in Kubernetes

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Liav Yona Gal Cohen
kubernetes secrets-management secret-store-csi-driver cloud-native csi-driver security access-control authentication key-management devops
Reflecting on Large-Scale Cloud-Native Modernizations
32 min

Reflecting on Large-Scale Cloud-Native Modernizations

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Christopher Nuland Valentina Rodriguez Sosa Jared Burck James Bench
cloud-native kubernetes konveyor enterprise-architecture devops ci-cd scalability application-modernization cloud-migration platform-engineering
Collaboratively Building App Manifests at Scale in Complex Organizations
35 min

Collaboratively Building App Manifests at Scale in Complex Organizations

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Wim Henderickx
kubernetes cloud-native application-deployment configuration-as-data nephio kpt helm devops automation ci-cd app-delivery manifests
1M Lines of YAML: Wrangling Kubernetes Configuration for Hundreds of Teams
30 min

1M Lines of YAML: Wrangling Kubernetes Configuration for Hundreds of Teams

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Katrina Verey
kubernetes yaml configuration-management cli platform-engineering devops api-design go kubecon cloud-native kubernetes-resource-model kustomize
What's New in Operator Framework?
23 min

What's New in Operator Framework?

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Jonathan Berkhahn Per Gonรงalves da Silva
kubernetes operator-framework operator-sdk operator-lifecycle-manager olm crd automation cloud-native devops container-orchestration package-management dependency-resolution
Scaling Databases at Activision
45 min

Scaling Databases at Activision

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Greg Smith Vladimir Kovacik
vitess kubernetes database-scaling mysql sharding cloud-native operator performance-tuning data-modeling scalability devops distributed-systems