Data on Kubernetes with MySQL Charmed Operators - Operator Day Europe 2023
Explore robust database operations on Kubernetes using MySQL Charmed Operators. Learn about high availability, encryption, and backup/restore capabilities for effective data management.
Kubernetes 1.27 - In-Place Pod Vertical Scaling Alpha Feature
Explore Kubernetes 1.27's new alpha feature: in-place pod vertical scaling. Learn concepts, new fields, and see a demo on K3s to update pod resources without restarting.
vLLM on Kubernetes in Production - Deployment and Cost-Saving Strategies
Deploy vLLM on Kubernetes for efficient LLM inference and serving. Learn basics, local setup, and production deployment with GPU-attached nodes via DaemonSet. Includes hands-on demo and cost-saving strategies.
Deploying Serverless Inference Endpoints - Setup and Cost Comparison
Deploy serverless inference endpoints efficiently. Learn setup, use cases, and cost comparisons for API-based machine learning model deployment.
Practical Data Considerations for Building Production-Ready LLM Applications
Discover practical tips for managing data in scalable LLM systems. Learn how LlamaIndex and Ray provide tools for building robust, production-ready AI applications using private data.
OneDigital ML Platform: Unleashing the Power of Machine Learning at Scale
Explore OneDigital's journey in building a scalable ML platform using Ray and Anyscale. Learn about architecture, strategies, and retail use cases for advanced ML models.
KubeRay: A Ray Cluster Management Solution on Kubernetes
Explore KubeRay's integration with Kubernetes, its capabilities for Ray cluster management, and performance benchmarks for simplified deployment of Ray applications.
Scaling AI Health Assistants: Challenges and Solutions
Explore challenges and solutions in scaling AI health assistants, focusing on model management, state persistence, and system reliability. Learn key principles for building scalable AI products using Ray.
Developing and Serving RAG-Based LLM Applications in Production
Learn to develop, evaluate, and scale RAG-based LLM applications for production, including advanced topics like hybrid routing to bridge the gap between open-source and closed LLMs.
The Art and Craft of Large-scale Quantum Error-correction Simulations
Explore large-scale quantum error-correction simulations with insights from Nord Quantique researcher Maxime Tremblay at QHack 2023.
Noise in the Clouds - Influence of Network Performance Variability on Application Scalability
Explore network performance variability in cloud computing and its impact on HPC workload scalability, comparing cloud providers with on-premise systems.
The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads
Explore cutting-edge graph database technology scaling to 100,000+ cores. Learn about GDI, a new interface for high-performance, scalable graph processing in distributed memory systems.
Introduction to ML Ops and Continuous Delivery for Machine Learning
Explore ML operations and the Continuous Delivery for Machine Learning Model in this concise introduction to MLOps.
Deploying LLM Workloads on Kubernetes with WasmEdge and Kuasar
探索使用WasmEdge和Kuasar在Kubernetes上部署LLM工作负载，提高效率、可扩展性和稳定性。了解如何克服传统方法的挑战，实现快速、灵活、资源高效和安全的LLM应用程序开发。
Supporting Large-Scale and Reliability Testing in Kubernetes using KWOK
探索KWOK工具包，实现大规模Kubernetes集群的创建和测试。学习如何利用虚拟节点进行工作负载部署，并通过故障注入进行可靠性和容错性测试，提升Kubernetes弹性。
Write Better Tests and Stop Breaking the Build
Explore techniques to improve test writing, including using snippets, Copilot, and test-first approaches. Learn to create robust tests that enhance code quality and prevent build breaks.
Symmetry in Code - Should We Care?
Explore the fascinating concept of symmetry in code and its impact on reliability, performance, maintenance, and discoverability. Gain insights into identifying advantageous patterns for better programming practices.
Building Consensus for C++ Usage at Bloomberg - Introducing Naming Conventions
Explore Bloomberg's journey in establishing C++ naming conventions across a vast codebase. Learn from their process, challenges, and success in building consensus among thousands of engineers.
I Haskell a Git - Implementing Git in Haskell
Explore Git's internals through Haskell implementation, gaining insights into version control and functional programming concepts for enhanced software engineering skills.
Deploying LLM Workloads on Kubernetes with WasmEdge and Kuasar
Explore efficient LLM deployment on Kubernetes using WasmEdge and Kuasar. Learn how these tools enhance speed, scalability, and security for AI applications in cloud-native environments.
Supporting Large-Scale and Reliability Testing in Kubernetes using KWOK
Explore KWOK, an open-source toolkit for creating and testing large-scale Kubernetes clusters with minimal resources. Learn about its capabilities for reliability and fault-tolerance testing.