CRI-O's WASM Adventure - Challenges, Strategies, and Future Vision
Explore CRI-O's integration with WebAssembly, including challenges, strategies, and future plans. Learn about revolutionizing Kubernetes capabilities through WASM support and innovative approaches.
Efficient Multi-Cluster GPU Workload Management with Karmada and Volcano
Explore efficient multi-cluster GPU workload management using Karmada and Volcano for AI/ML platforms, addressing challenges in resource allocation, scheduling, and operational costs across diverse environments.
Effortless Scalability - Orchestrating Large Language Model Inference with Kubernetes
Explore automating deployment of large AI models on Kubernetes, leveraging CRDs for seamless management and optimizing GPU utilization through preset configurations and auto-provisioning.
A Decade of High-Volume Data and APIs - The Evolution of SIG-Apps
Explore the evolution of Kubernetes workload support and APIs over a decade, highlighting SIG Apps' achievements, milestones, and future directions in cloud native computing.
Disintegrated Telemetry - The Pains of Monitoring Asynchronous Workflows
Explore challenges and solutions in monitoring asynchronous workflows, including distributed tracing approaches, context propagation, and OpenTelemetry messaging conventions.
AutoML and Training Working Group Updates - Kubeflow Developments
Explore AutoML and Training Working Group updates for Kubeflow, including Katib's V1 API graduation, advanced parameter distribution, and LLM tuning, plus Training Operator's roadmap for enhanced ML framework support.
Efficient Integration of Kubeflow Tools - ISS Data Case Study on Anomaly Detection
Explore Kubeflow's integrated tools for ML workflows through an ISS anomaly detection case study, showcasing Dask, Katib, PyTorch Operator, and KServe in a unified KFP pipeline.
Argo for ML: Achieving Scalability and User Experience in Machine Learning Platforms
Explore how Argo Workflows enables scalable ML platforms across industries. Learn from experts about balancing high-scale operations with user-friendly interfaces for efficient ML team workflows.
Exploring Armada: Multi-Kubernetes Cluster Batch Job Meta-Scheduler
Explore Armada, a multi-Kubernetes-cluster batch job meta-scheduler, with Carlos Santana. Learn its features, benefits, and best practices for optimizing cloud-native computing workflows.
Advanced NATS - Cloud Native Live
Explore advanced NATS concepts for cloud-native messaging, enhancing your understanding of distributed systems and real-time communication in modern architectures.
Advanced Kubernetes Integrations with wasmCloud
Explore advanced Kubernetes integrations with wasmCloud, enhancing cloud-native application development and deployment strategies for improved scalability and efficiency.
Cloud Native Live - Kubernetes 1.30 Release
Explore the latest features and improvements in Kubernetes 1.30 with this informative session from CNCF, highlighting key updates and their impact on cloud native computing.
Label Wrangling - Managing Kubernetes Labels for Effective Cluster Management
Explore advanced Kubernetes label strategies for effective cluster management. Learn to standardize and enforce labeling practices using AI, improving ops, finops, sustainability, and security.
SIG API Machinery Maintainers - Two Tracks
Explore SIG API Machinery's dual tracks with Red Hat and IBM experts, delving into cloud native computing advancements and community-driven innovations in Kubernetes ecosystem.
![Unleash the Power of etcd - Exploring E[Xtensible]-etcd Capabilities](https://img.youtube.com/vi/VL9111ony2k/mqdefault.jpg)
Unleash the Power of etcd - Exploring E[Xtensible]-etcd Capabilities
Explore E[Xtensible]-etcd: an innovative solution for optimizing etcd storage in Kubernetes clusters. Learn about its evolution, limitations, benchmarks, applications, and community implications.
SIG Instrumentation Introduction and Deep Dive
Explore Kubernetes SIG Instrumentation's efforts to ensure high-quality, consistent instrumentation across the project. Learn about ongoing initiatives and discover opportunities for collaboration.
SIG-Multicluster Introduction and Deep Dive
Explore multi-cluster Kubernetes management, best practices, and current projects. Learn about ClusterSets and how to contribute to SIG-Multicluster's efforts in solving challenges across multiple clusters and cloud providers.
Trimaran: Load-Aware Scheduling for Power Efficiency and Performance Stability
Explore load-aware scheduling with Trimaran plugins to optimize resource utilization, minimize power consumption, avoid congestion, and enhance performance stability in Kubernetes clusters.
Object Storage on Kubernetes - Completed with Provider Ceph
Explore Provider Ceph, an open-source solution for managing multiple Ceph clusters across regions within Kubernetes. Learn about its development using Crossplane and its capabilities as an S3 bucket manager.
Composable Systems in Kubernetes - Enabling Dynamic Resource Allocation
Explore dynamic resource allocation in Kubernetes with composable systems. Learn about Sunfish Management Framework and its integration for enabling composable GPUs in containerized environments.
Mastering GPU Management in Kubernetes Using the Operator Pattern
Learn to manage GPUs in Kubernetes using the operator pattern, covering installation, scaling, lifecycle management, and monitoring. Explore NVIDIA GPU Operator for efficient AI/ML workload handling in Kubernetes clusters.