Panel: The Current Investment Landscape. Opportunities & Challenges in ML/Gen AI
50 min

Panel: The Current Investment Landscape. Opportunities & Challenges in ML/Gen AI

MLOps World - MLOps World & Generative AI World 2024
George Mathew Prerna Sharma Mark Weber
artificial-intelligence machine-learning generative-ai venture-capital investment-landscape startups early-stage-investing seed-stage series-a series-b ai-strategy tech-investment
Generative AI Infrastructure at Lyft
30 min

Generative AI Infrastructure at Lyft

MLOps World - MLOps World & Generative AI World 2024
Konstantin Gizdarski
generative-ai ai-infrastructure mlops ml-platform llms model-serving model-training ai-agents pii-preservation customer-support-ai rag
Building GenAI Powered Apps: A Workshop for Software Engineers
1h 35m

Building GenAI Powered Apps: A Workshop for Software Engineers

MLOps World - MLOps World & Generative AI World 2024
Stefan Krawczyk Hugo Bowne-Anderson
generative-ai genai ai-development llm large-language-models prompt-engineering rag retrieval-augmented-generation python application-development mlops
Toyota's Generative AI Journey
32 min

Toyota's Generative AI Journey

MLOps World - MLOps World & Generative AI World 2024
Ravi Chandu Ummadisetti Stephen Ellis Kordel France Eric Swei
generative-ai ai llm rag data-ingestion mlops automotive manufacturing llm-ops agentic-framework knowledge-management prompt-engineering
Building SLSA 3 Conforment Attestors for Artifacts Generated on GitHub
34 min

Building SLSA 3 Conforment Attestors for Artifacts Generated on GitHub

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Ian Lewis Asra Ali
slsa supply-chain-security github-actions software-supply-chain provenance attestation container-images ci-cd open-source-security build-automation security-frameworks
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
Updates and Best-Practices in Kubebuilder and Controller-Tools
30 min

Updates and Best-Practices in Kubebuilder and Controller-Tools

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Varsha Prasad Narsing Bryce Palmer Rashmi Gottipati Tony Jin Camila Macedo
kubernetes kubebuilder controller-runtime controller-tools operators operator-pattern ci-cd api-machinery custom-resource-definitions rbac plugins
SIG-Multicluster Intro and Deep Dive
27 min

SIG-Multicluster Intro and Deep Dive

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Jeremy Olmsted-Thompson Laura Lorenz Paul Morie Stephen Kitt
kubernetes multi-cluster sig-multicluster cluster-set about-api mcs-api multi-cluster-services api-gateway cloud-native networking conformance-testing container-orchestration
SIG Autoscaling Updates and Feature Highlights
35 min

SIG Autoscaling Updates and Feature Highlights

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Chen Wang Michele Orlandi Piotr Betkier Jayant Jain Guy Templeton
kubernetes autoscaling cluster-autoscaler horizontal-pod-autoscaler vertical-pod-autoscaler multi-dimensional-pod-autoscaler balancer-api kubernetes-1-24 kubernetes-1-27 cloud-native debugging resource-management
Rotate Roots Right Round: Using Cert-Manager for Safer Private PKI
28 min

Rotate Roots Right Round: Using Cert-Manager for Safer Private PKI

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Ashley Davis
kubernetes cert-manager pki certificate-authority private-pki acme lets-encrypt trust-manager cloud-native security
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