Conference Talks

Deep Network Traffic Observability with Pktvisor and Prometheus

Explore deep network traffic observability using Pktvisor and Prometheus. Learn installation, configuration, metrics collection, and visualization techniques for efficient network analysis and management.

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

Auto-instrumentation of Prometheus for RED Monitoring with eBPF

Explore auto-instrumentation of Prometheus for RED monitoring using eBPF, enabling uniform data collection across diverse workloads without manual instrumentation or service mesh complexity.

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

Streaming Recording Rules for Prometheus, Thanos, and Cortex Using the M3 Coordinator

Explore streaming recording rules for efficient metrics aggregation in Prometheus ecosystems. Learn deployment options and techniques for fast aggregate views and downsampling in large-scale container environments.

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

TSDB Data Compactions on Scale Without Headache - Now & Future

Explore TSDB data compaction techniques, challenges, and future improvements in Prometheus-based systems for enhanced query performance and storage efficiency.

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

SIG Instrumentation Introduction and Deep Dive

Explore Kubernetes SIG Instrumentation's efforts in metrics, structured logging, and tracing. Learn about ongoing projects and how to contribute to improving instrumentation in Kubernetes.

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

PSP is Dead, Long Live PodSecurity

Explore the transition from Pod Security Policy to Pod Security Admission in Kubernetes, covering reasons for the change and technical details of the new feature.

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

How Salesforce Built an Extensible PaaS Using CRDs Saving Devs 4200 Hours

Discover how Salesforce leveraged Kubernetes and CRDs to create an extensible PaaS, automating SDLC processes and significantly boosting developer productivity while maintaining flexibility for service owners.

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

From Network Engineer to K8s Developer - Lessons Learned via Telepresence

Journey from network engineering to Kubernetes development, exploring complex networking concepts and leveraging Telepresence for seamless local-to-cluster connectivity and efficient debugging.

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

Scaling Machine Learning Workflows to Big Data with Fugue

Learn to scale machine learning workflows from Pandas to distributed computing using Fugue, an open-source abstraction layer. Discover how to port Python code to Spark or Dask with minimal changes, enabling framework-agnostic and scale-agnostic data scie…

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

How Spotify Leverages Flyte to Coordinate Financial Analytics Company-Wide

Explore Spotify's use of Flyte for financial analytics, covering MLOps/DataOps needs, best practices for ML/data apps, and how Flyte bridges technical gaps for users of varying proficiency.

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

AuthN and AuthZ at Cruise - Crawl, Walk, Run

Explore Cruise's journey in implementing authentication and authorization within Kubernetes clusters, from basic approaches to advanced solutions for zero trust security at scale.

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

We Built the Kubernetes SBOM and Now You Can Write Your Own

Explore Kubernetes SBOM creation, its role in software supply chain, and SPDX standard. Learn to build your own SBOM using available tools through a live demo and practical insights.

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

Bridging the Great Divide - SPIFFE-SPIRE for Cross-Cluster Authentication

Explore SPIFFE/SPIRE for seamless cross-cluster authentication in Kubernetes. Learn to deploy SPIRE, establish federation relationships, and leverage SPIFFE identities with practical demonstrations.

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

SIG Contributor Experience Deep Dive

Explore Kubernetes Contributor Experience SIG: community management, mentoring, GitHub, and non-code paths. Learn about subprojects, community updates, and how to get involved.

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

What's Next in Cloud Native Workloads

Explore CNCF TAG-Runtime's role, projects, and future trends in cloud native technologies, including containers, VMs, WebAssembly, and MLOps. Learn about working groups and how to get involved.

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