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Cloud Services Grid

in construction 2021-11

Converting from AWS to GCP

Converting from Azure to GCP

AI Video AI Amazon Rekognition Video API management Apigee API Management Amazon API Gateway Audit logging Cloud Audit Logs AWS CloudTrail Block storage Persistent Disk Amazon Elastic Block Store (EBS) Build Cloud Storage for Firebase AWS Simple Storage Service (S3) Build Firebase Auth Amazon Cognito Build Firebase Hosting AWS Simple Storage Service (S3) Build Firebase Realtime Database AWS DynamoDB + AppSync Business intelligence Looker Amazon QuickSight CaaS Google Kubernetes Engine Amazon Elastic Kubernetes Service (EKS), Amazon Elastic Container Service (ECS) CDN Cloud CDN Amazon CloudFront Certificate management Certificate Authority Service AWS Certificate Manager CI/CD Cloud Build AWS CodeBuild, AWS CodeDeploy, AWS CodePipeline CIAM Identity Platform Amazon Cognito Client libraries Cloud SDK AWS SDKs Cloud cost optimization Recommender AWS Cost Optimization Cloud development IDE plugin Cloud Code for IntelliJ AWS Toolkit for IntelliJ Cloud development IDE plugin Cloud Code for VS Code AWS Toolkit for Visual Studio Code Cloud-based IDE Cloud Shell AWS CloudShell Command-line interface (CLI) Cloud SDK AWS CLI Container migration Migrate for Anthos AWS App2Container Container registry Artifact Registry Amazon Elastic Container Registry (ECR) Container Security Binary Authorization Container security Artifact Registry Amazon Elastic Container Registry (ECR) Container security Container Analysis Amazon ECR Image Scanning Container security Container Security Security in Amazon Elastic Container Service (ECS) Container security GKE Sandbox Amazon EKS Container Sandbox Containers without infrastructure Cloud Run AWS Fargate, AWS Lambda, AWS App Runner Conversational interface Dialogflow Amazon Lex Core compute Cloud GPUs Amazon Elastic Compute Cloud (EC2) P3 Core compute Compute Engine Amazon Elastic Compute Cloud (EC2) Core compute Compute Engine Autoscaler AWS Autoscaling Core compute OS Login Amazon EC2 Instance Connect Core compute Persistent Disk Amazon Elastic Block Store (EBS) Core compute SSH from the browser AWS EC2 Instance Connect Cost management Cost Management AWS Budgets Data discovery and metadata management Data Catalog AWS Glue Data Catalog Data Integration / ETL Cloud Data Fusion Amazon AppFlow, Amazon Data Pipeline, AWS Glue Data loss prevention (DLP) Cloud Data Loss Prevention Amazon Macie Data warehouse BigQuery Amazon Athena, Amazon Redshift DDoS firewall Google Cloud Armor Managed Protection AWS Shield Basic/Advanced Debugging Cloud Debugger AWS X-Ray Dedicated Interconnect connection Cloud Interconnect AWS Direct Connect Dedicated VMs Sole-tenant nodes Amazon EC2 Dedicated Host Deployment Cloud Deployment Manager AWS CloudFormation Document data storage Firestore Amazon DocumentDB, AWS DynamoDB, AWS AppSync Domains and DNS Cloud DNS Amazon Route 53 Domains and DNS Cloud Domains Amazon Route 53 Encoding Transcoder API AWS Media Converter Encryption Confidential Computing AWS Nitro Enclaves Engage Firebase A/B Testing Amazon Pinpoint Engage Firebase Cloud Messaging Amazon Device Messaging (ADM), Amazon Simple Notification Service (SNS) Engage Firebase Dynamic Links Engage Firebase In-App Messaging Amazon Device Messaging (ADM), Amazon Simple Notification Service (SNS) Engage Firebase Remote Config Engage Google Analytics Event handling Eventarc AWS EventBridge Exfiltration prevention VPC Service Controls FaaS Cloud Functions AWS Lambda File storage Filestore Amazon Elastic File System (EFS) Hardware security module (HSM) Cloud HSM AWS CloudHSM IAM Cloud Identity AWS Identity Services IAM Identity and Access Management Amazon Identity and Access Management IAM Managed Service for Microsoft Active Directory AWS Managed Microsoft AD In-memory data store Memorystore Amazon ElastiCache Infrastructure modernization SAP on Google Cloud SAP on AWS Infrequently accessed object storage Cloud Storage Archive Amazon S3 Glacier IoT platform Cloud IoT AWS IoT Core Kubernetes platform Knative AWS Fargate Load balancer Cloud Load Balancing AWS Elastic Load Balancing Logging Cloud Logging Amazon CloudWatch Logs Marketplace Marketplace AWS Marketplace Messaging Pub/Sub Amazon Simple Notification Service (SNS), Amazon Simple Queueing Service (SQS) Messaging Pub/Sub Lite Amazon Simple Notification Service, Amazon Simple Queueing Service ML for structured data Vertex AI AutoML tabular models Amazon SageMaker ML platform Vertex AI custom-trained models Amazon SageMaker ML platform Vertex AI custom training Amazon SageMaker ML platform Vertex AI AutoML models Amazon SageMaker Autopilot ML platform Vertex AI Amazon SageMaker ML platform Deep Learning VM Images Amazon SageMaker, Amazon EC2 P3 ML platform Vertex AI Workbench Amazon SageMaker ML platform TensorFlow Enterprise Tensorflow on AWS Monitoring Cloud Monitoring Amazon CloudWatch Multi-cloud Anthos AWS Outposts Multi-cloud Anthos attached clusters Multi-cloud Anthos on bare metal Multi-cloud Anthos clusters on AWS Multi-cloud Anthos clusters on VMware Multi-cloud Anthos Config Management Chef Automate AWS OpsWorks Multi-cloud Config Connector AWS Controllers for Kubernetes Multi-cloud Container-Optimized OS Multi-cloud Hybrid Connectivity AWS Direct Connect Natural language processing Natural Language AI Amazon Comprehend Network monitoring Network Intelligence Center Network monitoring VPC Flow Logs Amazon VPC Flow Logs Network security Cloud VPN AWS Virtual Private Network (VPN) NoSQL: Indexed Datastore Amazon DynamoDB NoSQL: Key-value Cloud Bigtable Amazon DynamoDB Object storage Cloud Storage AWS Simple Storage Service (S3) Open source processing Dataproc Amazon Elastic MapReduce (EMR), AWS Batch, AWS Glue PaaS App Engine AWS Elastic Beanstalk Performance tracing Cloud Trace AWS X-Ray Personalization Recommendations AI Amazon Personalize Premium networking Network Service Tiers Profiling Cloud Profiler Amazon CodeGuru Profiler Query service BigQuery Amazon Redshift Spectrum RDBMS Cloud Spanner Amazon Aurora RDBMS Cloud SQL Amazon Relational Database Service (RDS), Amazon Aurora Relational Bare Metal Solution Amazon RDS for Oracle Release & monitor Firebase App Distribution Release & monitor Firebase Crashlytics Release & monitor Firebase Performance Monitoring Release & monitor Firebase Test Lab AWS Device Farm Resource monitoring Cloud Asset Inventory AWS Config Resource monitoring Resource Manager AWS OpsWorks Secret management Secret Manager AWS Secrets Manager Security administration Cloud Key Management Service AWS Key Management Service (KMS) Security and risk management Security Command Center Amazon Guard Duty, AWS Security Hub Server migration Migrate for Compute Engine AWS Server Migration Service Service mesh Anthos Service Mesh AWS App Mesh Service mesh Cloud Router Amazon VPC Transit Gateway Service mesh Istio on Google Kubernetes Engine Istio on Amazon EKS Service mesh Traffic Director AWS App Mesh Service mesh Traffic Director AWS App Mesh Services Service Directory AWS Cloud Map SQL database migration Database Migration Service AWS Database Migration Service Storage migration Storage Transfer Service AWS Storage Gateway Storage migration Transfer Appliance AWS Snowball Stream data ingest Pub/Sub Amazon Kinesis Stream data processing Dataflow Amazon Kinesis Streaming Video Intelligence Streaming API Live Streaming on AWS Translation Translation AI Amazon Translate Video intelligence Video Intelligence API Amazon Rekognition Video Virtual networks Cloud NAT Amazon VPC NAT instances Virtual networks Virtual Private Cloud Amazon Virtual Private Cloud (VPC) Vision: Read and extract text Vision AI Amazon Textract Vision: Speech-to-text Speech-to-Text Amazon Transcribe VMware connectivity VMware Engine VMware Cloud on AWS Web application firewall Google Cloud Armor AWS WAF Workflow orchestration Cloud Composer Amazon Data Pipeline, AWS Glue, Managed Workflows for Apache Air Workflow orchestration Workflows AWS Step Functions Zero trust BeyondCorp Enterprise

https://istio.io/latest/docs/tasks/observability/kiali/

To categorize

Shared reservations across projects - https://cloud.google.com/compute/docs/instances/reservations-shared#best_practices

cloud composer off apache airflow

Cross Cloud

Categories

GCP on AWS AWS on GCP OSS on GCP

Karpenter

To diagram

Services in/output against other services - grid

Heatmap

Services

Google Cloud Deploy

review: https://cloud.google.com/architecture/app-development-and-delivery-with-cloud-code-gcb-cd-and-gke?hl=en https://cloud.google.com/deploy/docs/deploy-app-gke | https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-now-ga | https://cloud.google.com/deploy/docs/deploying-application/

Google Policy Controller

https://cloud.google.com/blog/topics/anthos/enforcing-the-cis-benchmark-with-policy-controller |

Deployment Manager

Google Cloud Deployment Manager exports to Kubernetes Resource Model or Terraform - https://cloud.google.com/deployment-manager/docs/dm-convert?_ga=2.245568516.-1453179973.1650887889

Kubernetes

https://www.protocol.com/enterprise/google-cloud-istio-cncf

Anthos

  • Anthos against kubernetes clusters on-prem, AWS, Azure