Mapping AWS Services to Google Cloud Platform

AWS services mapping to Google Cloud Platform

Thinking about moving from AWS to Google Cloud Platform ? Here is the cloud to cloud mapping for you

Compute

Compute

Amazon Elastic Compute Cloud (EC2) — — — — — — — → Compute Engine

AWS Elastic Beanstalk — — — — — — — — — — — — — — →App Engine

Amazon Elastic Container Service — — — — — —→ Google Kubernetes Engine

AWS Lambda — — — — — — — — — — — — — — — — — → Cloud Functions

Network

Amazon Virtual Private Cloud — — — — — — — — — →Virtual Private Cloud

Elastic Load Balancer — — — — — — — — — — — — → Google Load Balancing

Direct Connect — — — — — — — — — — — — — — — → Cloud Interconnect

Amazon Route 53 — — — — — — — — — — — → Google Domains, Cloud DNS

Amazon CloudFront — — — — — — — — — →Cloud Content Delivery Network

Google Cloud Storage

Storage

Amazon Simple Storage Service — — — — — — — — — — — → Cloud Storage

Amazon Elastic Block Store — — — — — — — — — — — — → Persistent Disk

Amazon S3 Standard-Infrequent Access, Amazon S3 One Zone-Infrequent Access — — — — — — — — — — — — — — — — — → Cloud Storage Nearline

Amazon Glacier — — — — — — — — — — — — — → Cloud Storage Coldline

Amazon Elastic File System — — — — — — — — — → Cloud Filestore

Google BigQuery

Database

Amazon Relational Database Service, Amazon Aurora — — — — — — — — — — — — — — — — — — — — — — — — — — — — → Cloud SQL, Cloud Spanner

Amazon DynamoDB — — — — — — — — — →Cloud Datastore, Cloud BigTable

Amazon SimpleDB — — — — — — — — — — — — — — — — → Cloud Datastore

Google Cloud Dataflow

BigData & Analytics

Amazon Elastic MapReduce, AWS Batch — →Cloud Dataproc, Cloud Dataflow

Amazon Kinesis — — — — — — — — — — → Cloud Dataflow + Cloud Pub/Sub

Amazon Redshift, Amazon Athena — — — — — — — — — — — → BigQuery

Amazon Data Pipeline, AWS Glue — — — — — — — — — → Cloud Composer

Google Cloud PubSub

Application Services

Amazon Simple Notification Service, Amazon Simple Queueing Service — — — — — — — — — — — — — — — — — — — — — — — — → Cloud Pub/Sub

Google Stackdriver

Management Services

Amazon CloudWatch — — — —— — — — — — — — → Stackdriver Monitoring

Amazon CloudWatch Logs — — — — — — — — — — → Stackdriver Logging

AWS CloudFormation —— — — — — — — — → Cloud Deployment Manager

Google Machine Learning

Machine Learning

Amazon Transcribe — — — — — — — — — — — — — →Cloud Speech-to-Text

Amazon Rekognition — — — — — — — — — — — — → Cloud Vision

Amazon Comprehend — — — — — — — — — — — → Cloud Natural Language

Amazon Translate — — — — — — — — — — — — — → Cloud Translation

Amazon Lex— — — — — — — — — — — → DialogFlow Enterprise Edition

Amazon Rekognition Video — — — — — — — — — → Cloud Video Intelligence

Amazon SageMaker —— — — — — — — — → Cloud Machine Learning Engine

Original Reference