Bring Batch Capability Into Kubernetes, Using AI and Big Data as an Example
Explore advanced scheduling features for batch workloads in Kubernetes, focusing on AI and big data applications using frameworks like TensorFlow and Spark. Learn about fair-share scheduling and the Volcano project.
Deep Dive - Fluent Bit - High Performance Log Processor
Explore Fluent Bit's high-performance log processing capabilities, architecture, and best practices for efficient data handling in distributed environments with low resource usage.
Cartography - Using Graphs to Improve and Scale Security Decision-Making
Explore Cartography, an open-source tool for visualizing and securing cloud-native assets. Learn how to improve decision-making, track changes, and understand security risks across platforms.
Return of the Kraken - Bioinformatics at Scale with Kubernetes
Explore how Kubernetes, Prometheus, and Helm are used to scale complex bioinformatics tools like Kraken for rapid bacterial profiling, bridging academic software with modern infrastructure.
Supercharged Analytics for Prometheus Metrics with Spark, Presto, & Superset
Explore advanced analytics for Prometheus metrics using Spark, Presto, and Superset. Learn to perform complex queries and join metrics with Kubernetes metadata for deeper insights.
Securing Kafka with SPIFFE at TransferWise
Explore how TransferWise implemented secure, scalable Kafka communication using SPIFFE, SPIRE, and Envoy for 300+ microservices, reducing maintenance and simplifying client migration.
Kubernetes IoT Edge Working Group - Using Event Driven Architecture at Edge
Explore event-driven architecture for IoT edge applications, addressing resource constraints and leveraging CloudEvents with Kubernetes-hosted services for efficient data processing.
Scaling to Millions of ML Models to Solve the Problems of SRE and Security
Explore scaling ML models for SRE and security, using open-source technologies to improve zero trust frameworks and infrastructure diagnosis on Kubernetes and service mesh environments.
From Notebook to Kubeflow Pipelines to KFServing - The Data Science Odyssey
Hands-on tutorial demonstrating how to build, optimize, and execute complex Kubeflow workflows, from Jupyter Notebooks to automated pipelines, hyperparameter tuning, and model serving with KFServing.
A New Approach to Logging as a Stack - Fluent Bit + PostgreSQL
Explore an innovative logging stack using Fluent Bit and PostgreSQL for efficient log collection, processing, and analysis at scale. Learn how JSONB storage enhances performance for trillions of records.
Analyzing Operational Data at Scale Using ML at Intuit
Learn how Intuit uses ML techniques to detect anomalies and identify production issues in their Kubernetes services, leveraging an Operational Data Lake for real-time analysis of infrastructure and application events.
Kubernetes and Logging - Do It Right
Explore best practices for logging in Kubernetes environments, covering data processing, metadata correlation, centralization, and reliability. Learn to implement a unified logging layer for effective data analysis.
How to Multiply the Power of Argo Projects By Using Them Together
Explore how combining Argo CD, Workflows, and Events enhances GitOps capabilities for cloud-native applications, with insights on project updates and future trends.
Logging - Fluentd & Fluent Bit
Explore logging in distributed systems with Fluentd and Fluent Bit. Learn data collection, filtering, buffering, and routing techniques, plus best practices for Kubernetes deployments and observability.
A Flight Over the Cloud Native Landscape
Explore 33 CNCF graduated and incubating projects in this visual speed-run, understanding their functions and interconnections within the expanding Cloud Native Computing Landscape.
DevOps Performance From a Different Dataset - What 30M Workflows Reveal
Insights from 30M+ builds: Analyzing DevOps trends and high-performing engineering teams using CircleCI's extensive dataset, comparing results with opt-in surveys for a comprehensive view.
Migration 101 - From VMs to Kubernetes
Learn to migrate apps from VMs to Kubernetes: Dockerize, create YAML specs, configure routing, perform no-downtime migration, and monitor with logging and metrics tools. Hands-on tutorial for managing hybrid environments.
Argo - Real Enterprise-Scale with Kubernetes
Explore enterprise-scale Kubernetes with Argo, covering continuous delivery, automated canary deployments, workflows, and security testing in this comprehensive overview.
Toward Hybrid Cloud Serverless Transparency with Lithops Framework
Explore serverless computing for diverse scenarios using Lithops framework. Learn to connect existing code effortlessly, enabling transparent execution of Python across cloud resources without starting from scratch.
Fluent Bit Updates and Stream Processing
Explore Fluent Bit's latest performance updates, multi-worker support, and SQL stream processing features for efficient data routing, filtering, and transformation in cloud-native environments.
A Day in the Life of a Data Scientist - Conquer ML Lifecycle on Kubernetes
Explore a data scientist's daily workflow, from data prep to model deployment, using Kubeflow and Kubernetes for efficient machine learning lifecycle management.