GCP
47 items tagged with "gcp"
Tutorials2
How to provision a Google GKE cluster and deploy a workload
Create a GKE cluster with the gcloud CLI, connect kubectl, and deploy an application with autoscaling.
How to deploy a container to Google Cloud Run
Containerize an app and deploy it to Google Cloud Run for autoscaling, request-billed serverless hosting.
Blueprints4
On-Prem Datacenter to Google Cloud Blueprint
Migrate an on-premises datacenter to Google Cloud using the landing zone blueprint, Migrate to Virtual Machines, and phased rehost-and-optimize waves.
Self-Managed Kubernetes to Google GKE Blueprint
Migrate a self-managed Kubernetes cluster to Google Kubernetes Engine, optionally Autopilot, to offload node and control-plane operations.
On-Prem VMs to GKE with Migrate to Containers Blueprint
Modernize on-premises VMs directly into containers on Google GKE using Migrate to Containers, skipping a separate VM rehosting step.
On-Prem Warehouse to BigQuery Blueprint
Migrate an on-premises data warehouse to Google BigQuery for serverless, petabyte-scale analytics with separated storage and compute.
Migrations3
AWS to GCP Migration
Migrate cloud workloads from AWS to Google Cloud with service mapping and IaC rework
Heroku to GCP Cloud Run Migration
Migrate Heroku apps to Cloud Run with containerization, config, and managed services mapping
On-Premise to GCP Migration
Migrate workloads from on-premise to Google Cloud with shared VPC, IAM, and phased cutovers
Reference Architectures21
Serverless API on GCP Cloud Run
A container-based serverless API on Google Cloud Run with Cloud SQL and Pub/Sub, scaling to zero while keeping standard container portability.
GKE Autopilot Application Platform
A managed GKE Autopilot platform on GCP that runs containers without node operations, with workload identity and integrated observability.
CQRS and Event Sourcing on Cloud
A cloud microservices design separating write and read models with event sourcing for full auditability and independent scaling.
BigQuery Analytics Platform
A serverless analytics platform on Google BigQuery with streaming ingestion, dbt transforms, and Looker for enterprise BI.
Feature Store Platform
A feature store on GCP providing consistent online and offline ML features with point-in-time correctness via Feast.
Reverse ETL Data Activation Platform
A reverse ETL platform that syncs modeled warehouse data back into operational SaaS tools for marketing and sales activation on GCP.
Graph Analytics Platform
A graph analytics platform on GCP using a property graph database for relationship-heavy queries, fraud detection, and recommendations.
Real-Time Model Serving on GCP
A reference design for low-latency online inference on GCP using Vertex AI endpoints, autoscaling, and a feature lookup path for sub-100ms predictions.
LLM Fine-Tuning Pipeline on GCP
A reference design for fine-tuning open LLMs on GCP using Vertex AI custom training, parameter-efficient methods, and an evaluation gate before deployment.
Real-Time Fraud Detection on GCP
A reference design for streaming fraud detection on GCP that scores transactions in milliseconds using a feature store, rules, and an ML model.
Streaming ML Feature Pipeline on GCP
A reference design for a real-time feature engineering pipeline on GCP that computes streaming aggregates and serves them to online models consistently.
Secure Landing Zone on Google Cloud
Opinionated, policy-governed foundation of folders, projects, networking, and guardrails for onboarding workloads safely.
WAF and DDoS Edge Protection on Google Cloud
Edge security design combining a web application firewall, DDoS mitigation, and a CDN to protect public applications.
SIEM and Security Data Lake on Google Cloud
Scalable security analytics platform that ingests logs, detects threats, and supports investigation over a data lake.
Reliable Webhook Delivery Platform
A platform that delivers outbound webhooks to customer endpoints with retries, signing, idempotency, and per-tenant rate control.
High-Volume Streaming Ingestion Pipeline
A streaming ingestion pipeline that captures high-velocity event data, buffers it durably, and lands it for real-time and batch use.
Cloud-Native REST API Platform
A versioned, API-first REST platform with contract-driven development, gateway policies, and managed data services on GCP.
Multi-Tenant SaaS Platform
A single application instance serving many customer tenants with isolated data, per-tenant configuration, and usage-based billing.
Mobile Backend as a Service (BaaS)
A managed backend providing authentication, database, storage, push, and serverless functions to native and cross-platform mobile apps.
Cross-Platform Mobile App Architecture
A single Flutter or React Native codebase targeting iOS and Android, backed by a REST/GraphQL API gateway and offline cache.
Single-Page Application with API Backend
A client-rendered SPA served from a CDN that talks to a stateless REST API, with token-based auth and a managed database.
Playbooks3
GCP Landing Zone Rollout Playbook
A phased program to build a Google Cloud foundation with a resource hierarchy, org policies, shared VPC networking, and automated project factory.
AWS to GCP Migration Program Playbook
A phased program to relocate workloads, data, and identity from AWS to Google Cloud while mapping services and minimizing downtime.
Data Warehouse to BigQuery Program Playbook
Migrate analytics workloads to Google BigQuery with serverless design, partitioning strategy, governance, and cost controls.
Checklists7
Cloud Migration Readiness Checklist
Verify your organization, applications, and operations are ready before moving workloads from on-premises to the cloud.
GCP Landing Zone Setup Checklist
Establish a secure Google Cloud foundation with a resource hierarchy, org policies, shared VPC, and centralized logging.
Cloud Cost Optimization Checklist
Systematically reduce cloud spend through visibility, rightsizing, commitments, and architectural changes without harming reliability.
Multi-Region Failover Readiness Checklist
Verify your application can fail over to a secondary region and meet its recovery objectives under a regional outage.
VM-to-Cloud Cutover Checklist
Execute a safe cutover when rehosting on-premises virtual machines to cloud compute with minimal downtime.
Multi-Cloud Migration Readiness Checklist
Assess whether your organization is ready to operate across more than one cloud provider before committing to multi-cloud.
Cloud Network Security Review Checklist
Audit a cloud network's segmentation, access controls, and exposure to reduce the blast radius of a compromise.
Stacks2
GCP Serverless Stack
Google Cloud serverless stack using Cloud Run and Firestore for container-based, scale-to-zero applications with managed NoSQL storage.
Vertex AI Pipeline
A managed MLOps stack on Google Cloud using Vertex AI Pipelines to orchestrate training, evaluation, and deployment of ML models.
Comparisons2
Azure vs GCP
Microsoft Azure and Google Cloud Platform are the second and third largest public clouds, with different strengths in enterprise integration versus data and AI.
Cloud Run vs Cloud Functions
Google Cloud Run runs serverless containers; Cloud Functions runs serverless functions. Cloud Run offers more flexibility; Cloud Functions is simpler for event glue.