Running prompts at CI does not make your GenAI app enterprise ready
33 min

Running prompts at CI does not make your GenAI app enterprise ready

MLOps World - MLOps World & Generative AI World 2024
Jakob Frick
production-ai genai generative-ai llm large-language-models enterprise-ai continuous-integration ci-cd observability telemetry prompt-engineering testing
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
Hands-on Scalable Edge to Core ML Pipelines
1h 7m

Hands-on Scalable Edge to Core ML Pipelines

MLOps World - MLOps World & Generative AI World 2024
Debadyuti Roychowdhury Sehyo Chang
mlops machine-learning edge-computing ml-pipelines distributed-systems streaming-architecture rust webassembly data-validation model-deployment observability event-driven-architecture
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
Intuit’s Customer Centric Observability Journey Using AIOps
25 min

Intuit’s Customer Centric Observability Journey Using AIOps

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Vigith Maurice Amit Kalamkar
aiops observability kubernetes cncf stream-processing machine-learning data-platform tracing anomaly-detection real-time-analytics numaproject numaflow numalogic
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
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
Crossplane Intro and Deep Dive - the Cloud Native Control Plane Framework
37 min

Crossplane Intro and Deep Dive - the Cloud Native Control Plane Framework

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Jared Watts Christopher Haar
crossplane cloud-native control-plane kubernetes cncf infrastructure-as-code iac aws gcp composition platform-engineering api-design observability
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
Navigating the Delivery Lifecycle with Keptn
28 min

Navigating the Delivery Lifecycle with Keptn

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Giovanni Liva Ana Margarita Medina Brad McCoy Meha Bhalodiya
keptn kubernetes delivery-lifecycle ci-cd gitops observability cloud-native deployment telemetry dora-metrics quality-gate open-telemetry
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
Connecting and Securing Services for Hybrid and Multi Cloud Kubernetes
39 min

Connecting and Securing Services for Hybrid and Multi Cloud Kubernetes

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Rania Mohamed Piotr Szczesniak Roland Kool Ricardo Rocha Christian Huenning
kubernetes hybrid-cloud multi-cloud cloud-native service-mesh connectivity security networking api-gateway container-orchestration observability