Embracing Multi-Tenancy While Scaling MLOps
Explore multi-tenancy in MLOps: efficient resource sharing, isolation, and security for scaling ML operations. Learn implementation strategies using open-source tools like Flyte for cost-effective and secure multi-tenant environments.
Optimizing Kafka Consumers with Kubernetes and KEDA - Lessons from the Trenches
Discover how to enhance Kafka consumer scalability using Kubernetes and KEDA, achieving over 75% efficiency while maintaining data freshness SLA. Learn about custom metrics, dynamic vertical scaling, and holistic optimization approaches.
How Thanos Almost Snapped $100,000 from Our Infrastructure Budget
Explore how misconfigurations in Thanos and Fluentbit for observability data management nearly led to a $100,000 infrastructure budget overrun, and learn from these costly mistakes.
Using Kubernetes to Power Microservices at Scale - The GitHub Way
Explore GitHub's scalable infrastructure using Kubernetes, including deployment processes, security measures, and self-service tools for efficient microservices management at massive scale.
AI's Future: Investment and Impact in Startups and Industry
Insightful discussion on AI's future, exploring investment strategies, industry impact, and the balance between innovation and practical development in startups, featuring insights from experienced venture capitalists.
Path Tracer in C++ OpenGL - Code Review
Explore an impressive OpenGL path tracer created by a 15-year-old, featuring code review, problem-solving, and advanced graphics techniques like environment maps and bloom effects.
GitOps Is a Means, Where Is the End? - Exploring Feature Flags and Git Integration
Explore GitOps for feature flags, challenges in GitOps tooling, and introducing Cup - an extensible API server for Git to enhance the GitOps experience and streamline configuration changes.
Using GitOps for Both Infrastructure and Applications
Explore unified GitOps approach for managing infrastructure and applications, including non-Kubernetes scenarios. Learn benefits like avoiding configuration drift and streamlining processes across environments.
Quantum Error Correction - Lecture 4
Explore quantum error correction techniques to protect quantum information from decoherence and noise, enhancing the reliability of quantum computations and communication systems.
GitOps Is a Means, Where Is the End? - Exploring Feature Flags and Git Integration
Explore GitOps for feature flags, challenges in GitOps tooling, and introducing Cup - an extensible API server for Git to enhance the GitOps experience and streamline configuration changes.
Using GitOps for Both Infrastructure and Applications
Explore unified GitOps approach for managing infrastructure and applications, including non-Kubernetes scenarios. Learn benefits like avoiding configuration drift and streamlining processes across environments.
Synchronous Consensus with Optimal Asynchronous Fallback Guarantees
Explore optimal consensus protocols balancing synchronous efficiency with robust asynchronous fallback, enhancing blockchain and distributed systems reliability.
Advanced Architecture and Security in Python Web3 Development - Part 7
Explore advanced architecture and security in Python Web3 development using Cartesi. Learn about nodes, requests, machines, state management, and application-specific rollups for blockchain applications.
Platform Engineering: From Minimum Viable Platform to Scale
Explore the evolution of platform engineering, from initial viable solutions to scalable architectures, focusing on cloud-native approaches and best practices.
Seamless Web Application Delivery with Open Source Lagoon - Introduction and Benefits
Discover Lagoon, an open-source platform for seamless web application delivery. Learn its benefits for developers and non-developers, use cases, upcoming features, and why it's ideal for managing multiple web apps at scale without Kubernetes expertise.
Pub Crawling in Orleans: Exploring the Actor Model - NDC Porto 2023
Explore the Actor model with Orleans, Microsoft's implementation for creating distributed systems. Learn features and build a scalable pub crawl platform in this demo-heavy session.
Using AI in Software Design - How ChatGPT Can Help With Creating a Solution Architecture
Explore how ChatGPT can assist in complex software design tasks, focusing on iSAQB Advanced Exam scenarios. Learn effective prompting strategies and AI collaboration techniques for solution architecture.
Decentralization: More Systems, More Bridges, More Communications - More Problems?
Explore the challenges and complexities of decentralized systems, focusing on security implications, communication issues, and potential solutions in modern tech landscapes.
Build Abstractions Not Illusions - Creating Effective Platforms for Complex Systems
Explore the distinction between useful abstractions and dangerous illusions in complex distributed systems. Learn to create effective platforms that enhance productivity without compromising understanding.
Proof-driven Development of Production-quality Cryptographic Software
Explore formal verification in cryptographic software development, focusing on Fiat Cryptography's innovative approach to achieving expert-level performance with comprehensive computer-checked proofs and specializing compilation.
Just in Time Architecture - Macklin Hartley - NDC Porto 2023
Explore the journey from monolithic to event-driven microservices architecture, learning from real-world experiences, missteps, and insights gained along the way.