What Does it Mean to be an AI Engineer in the World of GenAI?
30 min

What Does it Mean to be an AI Engineer in the World of GenAI?

MLOps World - MLOps World & Generative AI World 2024
Aarushi Kansal
ai-engineering generative-ai prompt-engineering rag retrieval-augmented-generation vector-databases agents reliability resiliency monitoring observability scaling fine-tuning large-language-models
Updating Your ML Serving Stack
30 min

Updating Your ML Serving Stack

MLOps World - MLOps World & Generative AI World 2024
Harshit Agarwal
ml-serving ml-infrastructure ml-training model-management machine-learning ml-deployment ml-platform e-commerce infrastructure-as-code ci-cd observability monitoring
Building GenAI Infrastructure
13 min

Building GenAI Infrastructure

MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
generative-ai genai ai-infrastructure mlops large-language-models llm ai-safety ai-reliability ai-governance ethical-ai monitoring validation
Building on-Premises MLOps for ISS Columbus Ground Operations
33 min

Building on-Premises MLOps for ISS Columbus Ground Operations

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Samo Turk Christian Geier
mlops kubernetes kubeflow gitlab cicd on-premises automation ansible storage istio observability monitoring
Mission-Critical PostgreSQL Databases on Kubernetes
28 min

Mission-Critical PostgreSQL Databases on Kubernetes

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Karen Jex
postgresql kubernetes database-operations high-availability scalability backup-and-restore monitoring stateful-sets persistent-volumes operators cloud-native database
Cortex: How to Run a Rock Solid Multi-Tenant Prometheus
37 min

Cortex: How to Run a Rock Solid Multi-Tenant Prometheus

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Friedrich Gonzalez Alan Protasio
prometheus cortex multi-tenancy observability monitoring scalability high-availability cncf kubernetes object-storage resilience shuffle-sharding
Metrics at Full Throttle: Intro and Deep Dive Into Thanos
38 min

Metrics at Full Throttle: Intro and Deep Dive Into Thanos

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Saswata Mukherjee Filip Petkovski
thanos prometheus monitoring observability long-term-retention query-engine cloud-native site-reliability-engineering sre kubernetes open-source
Tutorial: Exploring the Power of OpenTelemetry on Kubernetes
1h 37m

Tutorial: Exploring the Power of OpenTelemetry on Kubernetes

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Pavol Loffay Benedikt Bongartz Yuri Oliveira Sa Severin Neumann Kristina Pathak
observability opentelemetry kubernetes otel-collector otel-operator tracing auto-instrumentation ci-cd cloud-native monitoring
Smarter Golden Signals!
37 min

Smarter Golden Signals!

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Anusha Ragunathan Venkata Gunapati
kubernetes sre observability prometheus anomaly-detection aiops numalogic golden-signals platform-engineering alerting monitoring
Show Me the Metrics: How a Huge Bank Does Observability with Multi-Tenancy Prometheus and Thanos
18 min

Show Me the Metrics: How a Huge Bank Does Observability with Multi-Tenancy Prometheus and Thanos

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Rodrigo Serra Inacio Willian Saavedra Costa
observability prometheus thanos kubernetes multi-tenancy cloud-native monitoring high-availability open-source
Autoscaling Can Be Reliable: Running Cluster Autoscaler in Prod
25 min

Autoscaling Can Be Reliable: Running Cluster Autoscaler in Prod

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Maciej Pytel
kubernetes cluster-autoscaler autoscaling monitoring debugging cloud-provider gke vm nodes pods
Kubernetes Defensive Monitoring with Prometheus
27 min

Kubernetes Defensive Monitoring with Prometheus

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
David de Torres Huerta Mirco De Zorzi
kubernetes prometheus monitoring security falco cloud-native container-security threat-detection anomaly-detection observability cncf