OIDC and Workload Identity in Kubernetes
Explore OIDC and Workload Identity in Kubernetes for secure cloud resource access. Learn setup, authentication workflows, and implementation on public clouds through concepts and demos.
Kubernetes DoS Protection at Google Scale
Explore Kubernetes DoS protection strategies, configurable limits, and real-world scenarios from Google's experience. Learn about recent developments to enhance control plane security.
How and Why to Adopt and Expose Open Source Observability Interfaces - OpenTelemetry and Prometheus
Explore the importance of observability interoperability, open standards, and best practices in cloud computing. Learn about OpenTelemetry, Prometheus, and their impact on flexibility, security, and cost reduction.
Democratization of ML Pipelines and Bringing ML Workflows to Heterogeneous Cloud Native Platforms
Explore advancements in ML pipeline portability using Intermediate Representation, enabling cross-platform compatibility and democratizing ML workflow development with enhanced features and registry protocols.
Building an LLM Fine-Tuning Dataset - From Reddit Comments to QLoRA Training
Learn to build a QLoRA fine-tuning dataset for language models using Reddit data. Covers data acquisition, processing, structuring, and training sample creation, culminating in QLoRA training and results analysis.
Gemini: Google's Large Language Model - API Integration and Applications
Explore Gemini, Google's multimodal LLM, and learn to integrate it into applications using Java and LangChain4j. Discover techniques for data extraction, text classification, and knowledge extension with RAG.
SIG Autoscaling Updates and Feature Highlights - Karpenter Development and Roadmap
Explore the latest developments in Karpenter, including new features, integrations, and future plans for enhanced cluster management and autoscaling in Kubernetes environments.
Langchain: Conversational QA Tool with Gemini, Langchain, and Faiss
Crea un chatbot de preguntas y respuestas conversacional utilizando Langchain, Gemini Pro 1.5, Faiss y Vertex AI para consultar una base de conocimientos personalizada.
How to Build a Planet-Scale Data Replication System - Google Cloud Infrastructure
Explore Google Cloud's planet-scale data replication infrastructure, challenges, and approaches for ensuring global data distribution, durability, and availability.
Building Multimodal Question-Answering (RAG) System with Gemini
Leverage Gemini's 2M context window and multimodal input to build a financial analysis Q&A system. Explore Vertex Gemini API, text-embeddings, and cross-modal reasoning capabilities.
Deploying Nomad on Google Cloud - Setting Up Web UI Access
Set up DNS, Global Load Balancer, and Identity-Aware Proxy to access Nomad's web UI on Google Cloud. Learn to inspect clusters, submit, and manage jobs via browser interface.
GCP BigQuery as Security Detection Platform
Explore using BigQuery for security detection, leveraging its powerful data analysis capabilities to enhance threat detection and response in cloud environments.
Attacking Modern Web Technologies
Explore modern web vulnerabilities with top hacker Frans Rosén. Learn about exploiting postMessage, WebSockets, cloud misconfigurations, and more. Gain insights to enhance your web security knowledge.
Web Apps in Clojure and ClojureScript with Pedestal
Explore Pedestal for building collaborative Clojure/ClojureScript apps. Learn dataflow, pure functions, and state management to create complex applications with simplified code.
Solving a Complex Game with AI and All the Google Cloud Power
Explore AI-powered game solving using Google Cloud, focusing on reinforcement learning to tackle the complex 8-bit RPG "The Abbey of Crime" and overcome its challenging solution space.
Redefining PaaS
Explore building and deploying microservice architectures without platform management overhead. Learn about Google App Engine's evolution and features for modern application development.
What Can You Learn from Thousands of Source Files in Github
Explore GitHub's dataset on BigQuery to uncover programming patterns, common dependencies, exceptions, and mistakes, with examples from Apache Groovy and insights for other languages.
Cloud Machine Learning APIs for Fun and Profit with Harry Potter
Explore machine learning APIs through a Harry Potter-inspired security system. Learn about smart devices, real-world applications, and future possibilities in this engaging talk.
Improve Your App UX with One Model Processing Insights from Batch and Streams
Learn to enhance app UX using a unified model for batch and stream processing. Explore Dataflow's capabilities through a real-time demo, gaining practical insights on managing and visualizing data streams.
Ok Google, Is There Any Presentations About Chat Bots at Devoxx UK?
Explore building voice assistants using Google Cloud APIs and API.AI services. Learn to create chatbots for conference management, integrating speech recognition and natural language processing.
Machine Intelligence at Google Scale
Explore Google's scalable machine learning infrastructure, including pre-trained APIs and distributed training with TensorFlow, accelerating custom model development by 10x-40x.