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description=Architecture guides to help you develop and deploy applications in Google Cloud.;

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view on one page cost optimization overview align spending with business value foster a culture of cost awareness optimize resource usage optimize continuously view on one page performance optimization overview plan resource allocation take advantage of elasticity promote modular design continuously monitor and improve performance view on one page sustainability overview use low carbon regions optimize ai and ml workloads optimize resource usage develop energy efficient software optimize data and storage continuously measure and improve promote a culture of sustainability align with industry guidelines view on one page view all the pillars on one page cross pillar perspectives ai and ml overview operational excellence security reliability cost optimization performance optimization view on one page financial services fs overview operational excellence security reliability cost optimization performance optimization view on one page deployment archetypes overview zonal regional multi regional global hybrid multicloud comparative analysis what s next reference architectures single zone deployment on compute engine regional deployment on compute engine multi regional deployment on compute engine global deployment on compute engine and spanner landing zone design landing zones overview decide identity onboarding decide resource hierarchy network design decide network design implement network design decide security enterprise foundations blueprint overview architecture authentication and authorization organization structure networking detective controls preventative controls deployment methodology operations best practices deploy the blueprint ai and machine learning content overview agentic ai overview choose agentic architecture components choose an agent design pattern multi agent ai system multi agent private networking patterns multi tenant agentic ai system single agent ai system using adk and cloud run use cases administer interactive learning automate data science workflows build a cross cloud open data lakehouse build a trusted agentic system with google maps platform classify multimodal data implement agentic analytics for distributed data enable live bidirectional multimodal streaming multimodal graphrag resource orchestration orchestrate access to disparate systems orchestrate security operations workflows generative ai overview generative ai with rag overview private connectivity for rag capable generative ai applications rag infrastructure using gemini enterprise and agent platform rag infrastructure using agent platform and vector search rag infrastructure using agent platform and alloydb rag infrastructure using gke and cloud sql graphrag infrastructure using agent platform and spanner graph harness ci cd pipeline for rag applications deploy an enterprise generative ai and ml model deploy and operate generative ai applications networking for ai inference model serving on all backends networking for ai inference model serving on gke use cases automate utilization review of health insurance claims generate personalized marketing campaigns generate personalized product recommendations generate podcasts from audio generate solutions for customer support questions ml applications and operations overview best practices for implementing ml on google cloud guidelines for high quality predictive ml solutions mlops using tensorflow extended agent platform pipelines and cloud build mlops continuous delivery and automation pipelines in machine learning build an ml vision analytics solution with dataflow and cloud vision api reference architecture deploy the architecture confidential computing for data analytics and ai cross silo and cross device federated learning implement two tower retrieval with large scale candidate generation model development and data labeling with labelbox c3 ai architecture ai and ml infrastructure optimize ai and ml workloads with cloud storage fuse optimize ai and ml workloads with managed lustre application development content overview development approaches and styles patterns for scalable and resilient apps development platform management deploy an enterprise developer platform overview architecture developer platform controls service architecture logging and monitoring operations costs and attributions deployment methodology cymbal bank example mapping beyondprod principles deploy the blueprint best practices for cost optimized kubernetes applications on gke expose service mesh applications through gke gateway reference architecture deploy the architecture build globally distributed applications using gke gateway and cloud service mesh reference architecture deploy the architecture patterns and practices for identity and access governance on google cloud resource management with servicenow select a managed container runtime environment devops and development lifecycle architecture decision records overview develop and deliver apps with a deployment pipeline reference architecture deploy the architecture devops research and assessment dora capabilities application architectures apache guacamole on gke and cloud sql reference architecture deploy the architecture chrome remote desktop on compute engine set up for linux set up for windows connected device architectures on google cloud overview standalone mqtt broker iot platform product device to pub sub connection to google cloud best practices for running an iot backend best practices for automatically provisioning and configuring edge and bare metal systems and servers manage and scale networking for windows applications that run on managed kubernetes reference architecture deploy the architecture website hosting big data and analytics content overview end to end architectures import data into a secured bigquery data warehouse data mesh on google cloud architecture and functions in a data mesh design a self service data platform for a data mesh build data products in a data mesh discover and consume data products in a data mesh enterprise data management and analytics platform bigquery backup automation reference architecture deploy the architecture load and process data continuous data replication to bigquery using striim databases content overview oracle workloads overview enterprise application with oracle database on compute engine enterprise application on compute engine with oracle exadata oracle e business suite with oracle database on compute engine oracle e business suite on compute engine with oracle exadata oracle peoplesoft on compute engine with oracle exadata multi cloud database management hybrid and multicloud content overview build hybrid and multicloud architectures overview drivers considerations strategy and patterns plan a hybrid and multicloud strategy architectural approaches to adopt a hybrid or multicloud architecture other considerations what s next view the guide as a single page hybrid and multicloud architecture patterns overview distributed architecture patterns tiered hybrid pattern partitioned multicloud pattern analytics hybrid and multicloud patterns edge hybrid pattern environment hybrid pattern business continuity hybrid and multicloud patterns cloud bursting pattern what s next view the guide as a single page hybrid and multicloud secure networking architecture patterns overview design considerations architecture patterns mirrored pattern meshed pattern gated patterns gated egress gated ingress gated egress and gated ingress handover pattern general best practices what s next view the guide as a single page cross cloud network for distributed applications overview connectivity service networking network security cross cloud network inter vpc connectivity using network connectivity center cross cloud network inter vpc connectivity with vpc network peering vpc network peering cross cloud network with nvas and regional affinity hybrid and multicloud applications hybrid render farm build a hybrid render farm patterns for connecting other cloud service providers with google cloud identity and access management authenticate workforce users in a hybrid environment overview implementation patterns configure active directory for vms to automatically join a domain deploy an active directory forest on compute engine patterns for using active directory in a hybrid environment third party product integrations data management with cohesity helios and google cloud migration content overview migrate to google cloud get started assess and discover your workloads plan and build your foundation transfer your large datasets deploy your workloads migrate from manual deployments to automated containerized deployments optimize your environment best practices for validating a migration plan minimize costs migrate from aws to google cloud get started migrate amazon ec2 to compute engine migrate amazon s3 to cloud storage migrate amazon eks to gke migrate from amazon rds and amazon aurora for mysql to cloud sql for mysql migrate from amazon rds and amazon aurora for postgresql to cloud sql and alloydb for postgresql migrate from amazon rds for sql server to cloud sql for sql server migrate from aws lambda to cloud run migrate from azure to google cloud get started migrate on premises vms migrate to a google cloud vmware engine platform application migration migrate containers to google cloud migrate from kubernetes to gke migrate across google cloud regions get started design resilient single region environments on google cloud architect your workloads prepare data and batch workloads for migration across regions data and database migration database migration guide concepts principles and terminology set up and run a database migration process networks for migrating enterprise workloads architectural approaches networking for secure intra cloud access networking for internet facing application delivery networking for hybrid and multicloud workloads use riot live migration to migrate to redis enterprise cloud reference architecture deploy the architecture define migration scope monitoring and logging content overview export logs and metrics cloud monitoring metric export import logs from cloud storage to cloud logging reference architecture deploy the architecture stream logs from google cloud to splunk hybrid and multicloud monitoring hybrid and multicloud monitoring and logging patterns log and monitor on premises resources with bindplane overview log on premises resources monitor on premises resources stream logs from google cloud to datadog reference architecture deploy the architecture networking content overview best practices and reference architectures for vpc design connect hub and spoke network architecture patterns for connecting other cloud service providers with google cloud secure fortigate architecture in google cloud secure virtual private cloud networks with the palo alto vm series ngfw vmware engine network security using centralized appliances reliability and disaster recovery content overview infrastructure reliability guide overview of reliability building blocks of reliability assess reliability requirements design reliable infrastructure manage traffic and load manage and monitor infrastructure what s next disaster recovery planning guide overview building blocks scenarios for data scenarios for applications architecting for locality restricted workloads use cases locality restricted data analytics applications architecting for cloud infrastructure outages application availability patterns for using floating ip addresses in compute engine data availability continuous data replication to cloud spanner using striim google workspace backup with afi ai high availability of postgresql clusters on compute engine business continuity with ci cd on google cloud security and iam content overview identity and access management overview overview concepts overview of google identity management reference architectures single sign on best practices best practices for planning accounts and organizations best practices for federating google cloud with an external identity provider assess and plan plan the onboarding process federate with active directory federate with microsoft entra id assess existing user accounts assess onboarding plans assess the impact of user account consolidation on federation deploy prepare your google workspace or cloud identity account set up federation microsoft entra id user provisioning and single sign on microsoft entra id b2b user provisioning and single sign on microsoft entra id my apps portal integration active directory user account provisioning active directory single sign on keycloak single sign on okta user provisioning and single sign on consolidate accounts overview migrate consumer accounts evict unwanted consumer accounts sanitize gmail accounts remove gmail from consumer accounts reconcile orphaned managed user accounts resources example announcement application security best practices for securing your applications and apis using apigee use context aware access to secure apps and resources secure apps and resources best practices best practices for continuous access to google cloud design secure deployment pipelines use google cloud armor load balancing and cloud cdn to deploy programmable global front ends secured serverless architecture architecture using cloud functions architecture using cloud run compliance limit scope of compliance for pci environments in google cloud pci data security standard compliance pci dss compliance on gke security blueprint pci on gke tokenize sensitive cardholder data for pci dss deployment guidance for gemini for government data and identity protection configure saas data protection for google workspace data with spinone de identification and re identification of pii in large scale datasets using cloud dlp secure data environments in google cloud security log analytics in google cloud mitigation and avoidance automate malware scanning for files uploaded to cloud storage reference architecture deploy the architecture best practices for mitigating compromised oauth tokens for google cloud cli best practices for protecting against cryptocurrency mining attacks mitigate ransomware attacks owasp top 10 2021 mitigation options on google cloud identify and prioritize security risks with wiz security graph and google cloud network security secure virtual private cloud networks with the palo alto vm series ngfw storage content overview design an optimal storage strategy for your cloud workload parallel file systems for hpc workloads optimize ai and ml workloads with cloud storage fuse optimize ai and ml workloads with managed lustre ai and ml application development application hosting compute data analytics and pipelines databases distributed hybrid and multicloud industry solutions migration networking observability and monitoring security storage access and resources management costs and usage management 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