Opening the Door to Observability
Explore the impact of observability across organizations, learn strategies to advocate for investment, and understand the importance of open tools in enhancing business operations and user experiences.
Observing Kubernetes Networking with Cilium, Hubble, and Grafana
Explore Kubernetes networking observability using Cilium, Hubble, and Grafana. Learn to visualize application communication, debug issues, and uncover underlying problems in complex cloud-native environments.
What is Tech Insights? Understanding and Implementing Backstage Features
Explore tech insights in Backstage: track engineering standards, visualize data, and extend functionality. Learn to manage tech health and drive company standards with practical examples.
How We Scaled Catalog Ingestion to Hundreds of Thousands of Entities
Explore HP Inc.'s innovative approach to scaling Backstage for large-scale entity ingestion, featuring extended functionality and optimized processing for enterprise-level data management.
Scaling Open Source ML: How Wolt Uses Kubernetes to Deliver Great Food to Millions
Discover how Wolt leverages Kubernetes and open-source frameworks to scale machine learning operations, addressing challenges in forecasting, recommendations, and delivery time predictions for millions of users.
Intro to Kubernetes, GitOps, and Observability - Hands-On Tutorial
Hands-on tutorial exploring Kubernetes, GitOps, and Observability. Learn key concepts, practice commands, and experience benefits like improved reliability, velocity, and security in cloud-native environments.
Improving GPU Utilization Using Kubernetes
Explore solutions for sharing GPUs among multiple containers in Kubernetes, improving resource utilization and cost-efficiency for inference workloads. Performance results and demos included.
Analyzing and Visualizing OpenTelemetry Traces with SQL
Hands-on workshop exploring OpenTelemetry trace analysis using SQL and Grafana. Learn to ingest, query, and visualize distributed system data for powerful insights and proactive issue detection.
Continuous Profiling in Cloud Native Applications
Explore continuous profiling in cloud-native environments, discussing implementation strategies, challenges, and its integration with service mesh and observability tools.
OTel Me All About OpenTelemetry - Introduction to OpenTelemetry
Explore OpenTelemetry's observability framework, its components, and implementation strategies for effective application monitoring and performance optimization.
Leveraging Argo Workflows and Argo Events for Cloud Agnostic Enterprise Machine Learning Deployments
Explore implementing Argo Workflows and Events for efficient MLOps, including continuous deployment, model retraining, and best practices for cloud-agnostic machine learning pipelines.
MLOps with Flyte - Challenges and Solutions in Machine Learning Operations
Explore MLOps challenges and solutions using Flyte, an open-source orchestration tool. Learn best practices for efficient ML model development and deployment at scale.
SneakOps - Implementing GitOps Without User Awareness
Learn how to implement GitOps for Kubernetes deployments without disrupting end-user workflows. Discover strategies to transform messy environments into efficient, process-driven systems using GitOps, Kubernetes, and Terraform.
Energizing the Manufacturing Industry with Kubernetes and Cloud Native
Explore Cloud Native Digital Twin architecture for factory digitization and carbon neutrality in metal processing, featuring Kubernetes, Semantic Web frameworks, and declarative data processing.
DoorDash's Journey from StatsD to Prometheus - Scaling to 10 Million Metrics per Second
Explore DoorDash's migration from StatsD to Prometheus, handling 10 million metrics/second. Learn best practices, challenges, and lessons for efficient large-scale metric management.
Training AI to Code Using Project CodeNet - Largest Code Dataset
Explore Project CodeNet's vast code dataset and learn how to leverage it for machine learning tasks using MLX, including code classification and complexity analysis on Kubernetes.
Machine Learning - Lecture 10
Explore advanced machine learning concepts, focusing on deep learning techniques and neural network architectures for complex data analysis and pattern recognition.
Smart Matching for Screening - Using AI to Tackle Crisis KYC
Leverage AI and NLP to enhance screening systems, reduce false positives, and improve accuracy in KYC processes during crisis periods. Live demo and insights from experts included.
Scaling Conceptual Semantic Search to Terabytes
Scaling semantic search for enterprise performance: methods to achieve 500M comparisons per second on commodity hardware, with focus on alerting platforms for data ingestion and analysis.
Power of AI - A Game-Changer in Sports and Beyond
Discover how AI revolutionizes tennis analytics and its potential to transform various aspects of our world. Gain insights from an industry expert on the future of artificial intelligence.
Fully Homomorphic Encryption - AC 2023 Session
Explore cutting-edge advancements in fully homomorphic encryption at this IACR session, delving into secure computation techniques and their real-world applications.