Platform Aware Scheduling - CNCF Research End User Group
Explore platform-aware scheduling in Kubernetes, covering resource management, telemetry, and integration with traditional schedulers for optimized cloud-native deployments.
Agones and Quilkin: Kubernetes Game Server Orchestration and UDP Service Mesh
Explore Agones and Quilkin for scalable, secure multiplayer game server orchestration on Kubernetes. Learn about UDP service mesh, xDS API implementation, and simplified integration for enhanced game communication.
Observability at Scale: Collecting Telemetry from Over 10,000 Edge Devices Worldwide
Explore how Open Systems manages observability for 10,000+ global edge devices, collecting 100M+ metrics and 5 TiB logs daily using Thanos and Loki. Learn challenges, solutions, and insights for monitoring large distributed systems.
OpenTelemetry: Using Unified Semantics to Drive Insights and Project Update
Explore OpenTelemetry's semantic conventions for unified metadata across signals, enabling intelligent data processing and correlation. Learn about core conventions, extensibility, and real-world applications.
Defining a Common Observability Query Language and Other Observability TAG Updates
Explore updates on CNCF observability projects, technology advancements, and opportunities for involvement. Learn about efforts to define a common observability query language specification.
Design of an Open Source, Modular, 5G Capable, Container-based Scientific Data Capture Hexacopter
Explore the design of an open-source, modular hexacopter for scientific data capture, featuring 5G capability, container-based architecture, and versatile sensor integration for professional use.
BPF LSM - Updates and Future Developments
Explore BPF LSM's latest updates, real-world applications, and future developments. Learn about new features, case studies, and challenges in building advanced security policies.
Controlling Data Overhead with the OpenTelemetry Collector
Learn to optimize OpenTelemetry data management: filter PII, clamp metrics, structure data, and process critical events using the collector for efficient observability practices.
Keep HPC Running - SRE's Guide to Supporting GPUs on Kubernetes
Learn best practices for SRE teams supporting GPU-enabled Kubernetes clusters for HPC and AI workloads, including key metrics, monitoring tools, and operational strategies.
Observability TAG Updates: Enhancing Kubernetes Observability and Query Language Standardization
Explore updates on Kubernetes observability best practices and query language standardization efforts from the Observability TAG, covering key projects and workgroup initiatives.
Platform Observability - Building the Foundation for 5G and Edge Automation
Explore platform observability for 5G and edge automation, covering telemetry collection, use cases, and automated optimization techniques for cloud-native workloads and network platforms.
Processing Docker Container Logs and Metrics at Scale
Explore containerized application logging, including filesystem vs. network events, multiline messages, and in-motion parsing. Learn best practices for scalable log processing and data analysis using Fluent Bit.
Management of IoT TinyML Devices
Explore integrating LwM2M protocol with TinyML for efficient IoT device management, enabling streamlined OTA updates, telemetry, and anomaly detection on resource-constrained devices.
Service Mush - Debugging Istio Deployments
Practical guide to troubleshooting Istio deployments, covering traffic management, telemetry issues, and essential debugging tools for microservices environments.
Telemetry: Industry Status, Challenges, and OSS Opportunities
Explore telemetry's impact on networks, applications, and business. Discover industry challenges, standardization efforts, and open-source opportunities in this evolving field.
Using Istio to Build Better Service Level Objectives
Explore best practices for leveraging Istio's telemetry and observability to construct effective Service Level Objectives (SLOs) in large-scale distributed systems.
OpenTelemetry vs. Prometheus - Choosing the Right Monitoring Tool - SREcon23 EMEA
Comparison of OpenTelemetry collectors and Prometheus for monitoring at scale. Explores pros, cons, and considerations for SREs to make informed decisions about telemetry tooling.
Fine-Tuning Auto-Instrumentation for Observability
Explore techniques for optimizing automatic instrumentation in observability, focusing on configuration options, practical use cases, and recommendations for tailoring telemetry to specific needs.
OpenTelemetry for Mobile Apps - Challenges and Opportunities in Data Modeling and API Design
Explore challenges and solutions in implementing OpenTelemetry for mobile apps, focusing on data modeling, API design, and capturing dynamic client-side environments.
Observability and Debuggability in Cassandra
Learn strategies for predicting and diagnosing performance issues in Cassandra clusters. Discover key metrics to collect, effective analysis techniques, and best practices for incident response from Datadog's site reliability engineers.
Distributed Tracing Integration with OpenTelemetry and Knative
Explore distributed tracing integration for serverless functions using OpenTelemetry and Knative. Learn to collect and analyze telemetry data across complex cloud-native microservices and varied infrastructures.