Apache Airflow: Where Data Engineers and ML Engineers Meet
47 min

Apache Airflow: Where Data Engineers and ML Engineers Meet

MLOps World - MLOps World & Generative AI World 2024
Tamara Fingerlin
apache-airflow data-engineering mlops generative-ai python orchestration pipelines docker retrieval-augmented-generation llm machine-learning data-pipelines
From Model T to Machine Learning: A Glimpse into Ford's MLOps and Hybrid Infrastructure Strategy
36 min

From Model T to Machine Learning: A Glimpse into Ford's MLOps and Hybrid Infrastructure Strategy

MLOps World - MLOps World & Generative AI World 2024
Naiel Samaan Valmir Bucaj
on-premise google-cloud-platform airflow mlops machine-learning ai hybrid-cloud gcp docker kubernetes data-modeling devops
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
Serving GenAI Workloads At Scale With LitServe
41 min

Serving GenAI Workloads At Scale With LitServe

MLOps World - MLOps World & Generative AI World 2024
Aniket Maurya
lit-serve pytorch-lightning api-serving dynamic-batching genai ai llm python autoscaling rag openai-api docker
Fast and Reproducible: Taming AI/ML Dependencies
30 min

Fast and Reproducible: Taming AI/ML Dependencies

MLOps World - MLOps World & Generative AI World 2024
Savin Goyal
mlops ai ml dependency-management python conda pip docker reproducibility metaflow data-science ml-stack
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
Streamlining AI Deployments
8 min

Streamlining AI Deployments

MLOps World - MLOps World & Generative AI World 2024
Vasilis Vagias
ai llm mlops deployment optimization inference compiler pytorch docker gpu api
Least Privilege Containers: Keeping a Bad Day from Getting Worse
32 min

Least Privilege Containers: Keeping a Bad Day from Getting Worse

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Greg Castle Vinayak Goyal
kubernetes containers security least-privilege rootless-containers gke docker linux-kernel capabilities init-containers pod-security-context
Continuous Profiling Your Production Kubernetes Deployments Running at Scale
29 min

Continuous Profiling Your Production Kubernetes Deployments Running at Scale

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Vijay Samuel Nick Pordash
kubernetes continuous-profiling observability profiling go performance-optimization cpu-profiling memory-profiling open-telemetry pyroscope docker ci-cd
Create and Deploy a Lightweight Microservice in WebAssembly
1h 22m

Create and Deploy a Lightweight Microservice in WebAssembly

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Tai Hung-Ying Vivian Hu
webassembly wasm microservices rust javascript docker kubernetes wasm-edge dapr tensorflow ai-inference cloud-native
Malicious Compliance: Reflections on Trusting Container Scanners
36 min

Malicious Compliance: Reflections on Trusting Container Scanners

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Ian Coldwater Duffie Cooley Brad Geesaman Rory McCune
container-scanning kubernetes security vulnerability-management docker sbom ci-cd supply-chain-security policy-as-code cloud-native alpine-linux go
Minikube from CLI to GUI!
39 min

Minikube from CLI to GUI!

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Medya Ghazizadeh
minikube kubernetes cli gui docker container-runtime golang developer-velocity testing automation cloud-native local-development