Life is Not Fair, but Your ML Pipeline Can Be
Explore techniques to evaluate and enhance fairness in multi-cloud Kubeflow workflows, covering responsible AI, fairness aspects, and open-source tools for fair model learning and hyperparameter tuning.
Intro + DeepDive - SIG Scalability
Explore SIG Scalability's efforts in Kubernetes: defining scalability, driving improvements, testing infrastructure, and guarding against performance regressions. Learn about recent achievements and future roadmap.
Clusterless - Utilizing a Cluster of Clusters Seamlessly
Explore seamless multi-cluster Kubernetes management with Clusterless design, offering efficient Pod dispatching and consistent user experiences without new APIs or workflow changes.
A Safer Curl - Bash for the Cloud
Learn how to transform risky curl | bash installations into secure one-liners using Porter and Notary, making cloud-native application deployments safer without sacrificing convenience or ease of use.
Intro to Cloud Native Buildpacks
Discover Cloud Native Buildpacks: transform source code into cloud-ready images. Learn basics, advantages, and new features of this modern container technology embracing OCI standards and advanced capabilities.
Beyond Block Diagrams - Different Ways of Understanding K8s Architecture
Explore dynamic visualizations of Kubernetes architecture, including time-sequence diagrams and Jaeger tracing, to gain a deeper understanding of component interactions beyond static block diagrams.
Using Kubernetes with Data Processing Units to Offload Infrastructure
Explore offloading Kubernetes infrastructure to Data Processing Units (DPUs), enhancing application agility, elasticity, and control. Learn about CNIs, SmartNICs, and Arm CPUs in evolving DPU landscapes.
Observe with Rust - OpenTelemetry and Tremor
Explore Tremor, an event processing system for unstructured data, and its integration with OpenTelemetry. Learn about cost-effective infrastructure solutions using Rust at Wayfair.
Fluid - Build Data Orchestration in Kubernetes
Explore efficient data orchestration in Kubernetes with Fluid, addressing challenges in big data and AI tasks through data abstraction, affinity scheduling, and distributed cache acceleration.
Faster Container Image Distribution on a Variety of Tools with Lazy Pulling
Explore lazy pulling techniques for faster container image distribution, focusing on eStargz and nydus formats. Learn implementation across various tools and ongoing OCI specification discussions.
Know Your Enemy - Mapping Security Risks Using Threat Matrix for Kubernetes
Explore Kubernetes security using the Threat Matrix, learn to map real-world attacks, measure security coverage, and compare with MITRE ATT&CK for comprehensive protection of containerized environments.
Taking Your Database Beyond the Border of a Single Kubernetes Cluster
Explore key concepts for multi-cluster data deployments, including cluster planning, network design, security, and failure handling in Kubernetes environments.
What We Learned from Reading 100+ Kubernetes Post-Mortems
Insights from 100+ Kubernetes post-mortems: Learn common pitfalls, anti-patterns, and root causes of outages to prevent your next production disaster in Kubernetes-based systems.
Container Checkpoint - Restore at Scale for Fast Pod Startup Time
Explore container checkpoint/restore for faster pod startup and pre-warming in Kubernetes, improving scalability and utilization with insights from MathWorks' production experience.
Calico/VPP - Using Calico’s Pluggable Dataplanes for Fun and Fast Networking
Explore Calico's VPP dataplane for high-speed networking in Kubernetes. Learn about kernel bypass, performance optimization, and integration options for network-intensive applications.
Flux's Roadmap to General Availability
Explore Flux's journey towards General Availability, featuring a demo of common and novel use-cases, and a discussion on the roadmap for v2.0.0 GA release candidates.
Automated, Distributed Systems Testing for Kubernetes Controllers
Explore automated testing for Kubernetes controllers, addressing challenges like asynchrony and failures. Learn about Sieve, a tool for discovering and fixing critical bugs in popular controllers.
Do Not Disturb Mode - Fine-Tuning Resources for Latency Sensitive Workloads
Explore techniques for optimizing Kubernetes workloads by controlling resource sharing, including CPU cache, memory bandwidth, and storage I/O, to enhance performance of latency-sensitive applications.
Level Unlocked - GitOps to the Edge and Infrastructure Provisioning
Explore GitOps for edge deployments and infrastructure provisioning using cloud-native tools like ArgoCD, Flux, and ClusterAPI. Learn about zero-touch deployment and KubeEdge for service propagation to the edge.
Back to the Drawing Board - Building Containers with SBoMs
Explore container SBoMs, their importance, and how to generate accurate ones during build time using tools like Tern and Buildah while adhering to OCI specifications.
Introduction to Open Policy Agent
Explore Open Policy Agent (OPA), a versatile policy engine for Kubernetes, microservices, CI/CD, and cloud. Learn about its features, integrations, and applications in cloud-native security.