Conference Talks

AIOps for CI with Kubeflow Pipelines

Explore AI4CI, an AIOps tool leveraging Kubeflow Pipelines to monitor builds, predict failures, and create interactive dashboards for improved CI/CD visibility and root cause analysis.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

Case Study - Developing and Scaling Kubeflow’s Web Apps

Explore Kubeflow's web app development journey, covering authentication, scalability, UX for K8s object management, and efficient data fetching for advanced AutoML techniques.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Defending Against Adversarial Model Attacks Using Kubeflow

Explore building robust AI pipelines against adversarial attacks using Kubeflow and LFAI Adversarial Robustness Toolbox. Learn to test ML model robustness in production with Kubeflow Serving and KNative eventing.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Security Best Practices for AI on Kubernetes

Explore security concerns and best practices for AI workloads on Kubernetes, covering user privileges, container isolation, package installation, and data access to ensure both security and productivity.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

What, Why and How of Federated Machine Learning – Implementation Using FATE, KubeFATE, and FATE-Operator for Kubeflow

Explore federated machine learning's principles, use-cases, and implementation using FATE and KubeFATE. Learn about challenges, opportunities, and integration with Kubeflow for real-world applications.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Dedicated Infrastructure in a Multitenant World

Explore Adobe's innovative solutions for dedicated infrastructure in multitenant Kubernetes, using Envoy for secure networking and automated provisioning with Terraform and operators.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Health Checks - A Boon or a Curse

Explore health checks in distributed systems, their benefits in Envoy, challenges at scale, and mitigation strategies for reliable service operation.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

HTTP/3 in Envoy - End to End Acceleration

Explore HTTP/3 in Envoy: features, integration, best practices for testing and deployment. Learn about QUIC, O-RTT handshake, and upcoming Envoy QUIC GA.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Lessons Learned - Four Years with Emissary-ingress and Envoy

Explore insights from four years of Emissary-ingress development, including challenges, lessons learned, and best practices for leveraging Envoy in Kubernetes environments.

• YouTube
• 17 minutes
• Self-Paced
• Conference Talk

The Evolution of Twitter's Edge

Explore Twitter's edge architecture evolution, focusing on Envoy's role in handling billions of daily requests, its benefits, and future developments in scalability and performance.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

The Trials and Success of Adopting Envoy at Tinder

Explore Tinder's journey in adopting Envoy for their Kubernetes infrastructure, covering challenges, custom solutions, and best practices for implementing a robust service mesh.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

Changing the SPIFFE ID of Every SPIRE-Enabled Workload at Uber - Challenges and Learnings

Explore Uber's journey in migrating SPIFFE IDs across thousands of nodes, addressing challenges, and implementing a new ID convention for enhanced service-to-service authorization.

• YouTube
• 15 minutes
• Self-Paced
• Conference Talk

Cloud & Cloud Native Identity and Access Management - Challenges & Opportunities

Explore challenges and solutions for identity and access management in hybrid cloud native environments, focusing on achieving continuous identity assurance and zero trust.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

Integrating SPIRE and Istio

Explore the integration of SPIRE identities with Istio service mesh, enhancing microservices deployment in Kubernetes with improved security and identity management.

• YouTube
• 15 minutes
• Self-Paced
• Conference Talk

Providing Identities to Serverless Workloads

Explore secure identity management for serverless workloads using SPIRE's SVIDStore plugin, enabling external storage and consumption of identities in environments where agent installation is not feasible.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk