DevOps for AI: Running LLMs in Production with Kubernetes and KubeFlow
Explore production deployment of LLMs using Kubernetes and KubeFlow, mastering DevOps practices for AI systems.
Subsetting in gRPC - Implementation at Datadog
Explore Datadog's implementation of subsetting in gRPC to scale distributed systems. Learn about benefits, implementations, load balancing, and efforts to upstream changes.
JavaScript FullStack Development: From Front-End to Back-End
Explore JavaScript FullStack Development to build dynamic web apps. Learn front-end frameworks, Node.js, server-side logic, and database connections for comprehensive end-to-end development.
Working with BigQuery and DataForm - Streamlining Data Management and Transformation
Streamline data management with BigQuery and DataForm. Learn setup, optimization, and automation for efficient, scalable data pipelines and transformations.
New Features in Java 11 and 17 - Records and Sealed Classes
Explore key enhancements in Java 11 and 17, including HTTP client API, lambda syntax, sealed classes, and records for improved functionality and development.
Managing Infrastructure as a Product: Introduction to Platform Engineering
Explore platform engineering as a solution to DevOps challenges, empowering developers through self-service infrastructure platforms. Learn from GoTo Financial's case study on improving productivity.
Introduction to Incident Management
Learn effective incident management strategies to minimize risks, reduce response times, and optimize costs in cloud-native environments. Explore SOPs, reporting procedures, and post-mortem reviews.
I Broke Envoy: Twice
Explore real-world Envoy failures and learn valuable lessons from a developer's firsthand experiences breaking the popular proxy server.
Managing Edge Computing in Rural Areas with Limited Internet and Heterogeneous Environments Using Nomad
Optimize edge computing in rural areas with limited connectivity using Nomad. Master heterogeneous environments and efficient resource management for seamless operations in challenging settings.
Cilium in Action: Strengthening AKS with Powerful Network Management
Simplify AKS network management and enhance security with Cilium. Learn Kubernetes networking basics and explore Cilium's policy enforcement capabilities through demos.
Hyper-Efficient Serverless Workloads on Kubernetes with Spinkube
Explore WebAssembly and Spinkube for efficient serverless workloads on Kubernetes. Learn to build, deploy, and operate WASM modules for enhanced application portability and compute performance.
The Future of Application Development - Cloud Native Summit
Explore Kappa architecture, stream processing, and LLM integration for innovative application development. Learn to build scalable systems leveraging real-time data and AI capabilities.
Simplifying Event-Driven Workflows with Argo Events and Argo Workflows
Explore Argo Events and Argo Workflows for building event-driven workflows on Kubernetes. Learn concepts, architecture, and best practices for combining these tools in production environments.
Ubisoft La Forge Game Bot Team - Building ML-Based Game Actors
Explore Ubisoft La Forge's ML-based game actors, challenges in AAA games, and innovative approaches to simulating player behavior through concrete in-game examples.
Building an Open-Source Online Learn-to-Rank Engine - Haystack EU 2022
Explore Metarank, an open-source personalization service for learn-to-rank tasks. Discover how it simplifies data engineering challenges and improves search relevancy through visitor behavior analysis.
Lowering the Entry Threshold for Neural Vector Search - Applying Similarity Learning
Explore similarity learning for efficient neural search implementation, reducing data requirements and training time while addressing domain-specific challenges.
Testing in Apache Solr - Session 3
Explore Solr's testing capabilities, learn to contribute effectively, and master techniques for writing and managing tests in Apache Solr.
Building Autosuggest Infrastructure for High-Performance E-commerce
Explore OTTO's journey in building and reinventing autosuggest infrastructure, covering deep technology, architecture, scalability, and team insights for high-performance e-commerce solutions.
Breaking Search Performance Limits with Domain-Specific Computing
Explore advanced search techniques using domain-specific computing to achieve faster latencies and higher scalability at billion-scale, overcoming limitations of general-purpose CPUs.
Better Semantic Search with Hybrid Sparse-Dense Search - Haystack US 2023
Explore hybrid search techniques combining sparse and dense embedding models to enhance semantic search accuracy and effectiveness in various scenarios.
Building Recommendation Systems with Vector Search - Women of Search
Explore building recommendation systems using vector search, focusing on Ref2Vec for user representation and bipartite graphs for user-product connections. Learn to enhance e-commerce experiences through advanced search techniques.