GCP for AWS professionals

Someone made a GCP lookup list for AWS cloud people

Service comparisons

The following table provides a side-by-side comparison of the various services available on AWS and Google Cloud.

Service Category Service AWS Google Cloud
Compute IaaS Amazon Elastic Compute Cloud Compute Engine
PaaS AWS Elastic Beanstalk App Engine
FaaS AWS Lambda Cloud Functions
Containers CaaS Amazon Elastic Kubernetes Service, Amazon Elastic Container Service Google Kubernetes Engine
Containers without infrastructure AWS Fargate Cloud Run
Container registry Amazon Elastic Container Registry Container Registry
Networking Virtual networks Amazon Virtual Private Cloud Virtual Private Cloud
Load balancer Elastic Load Balancer Cloud Load Balancing
Dedicated interconnect AWS Direct Connect Cloud Interconnect
Domains and DNS Amazon Route 53 Google Domains, Cloud DNS
CDN Amazon CloudFront Cloud CDN
DDoS firewall AWS Shield, AWS WAF Google Cloud Armor
Storage Object storage Amazon Simple Storage Service Cloud Storage
Block storage Amazon Elastic Block Store Persistent Disk
Reduced-availability storage Amazon S3 Standard-Infrequent Access, Amazon S3 One Zone-Infrequent Access Cloud Storage Nearline and Cloud Storage Coldline
Archival storage Amazon Glacier Cloud Storage Archive
File storage Amazon Elastic File System Filestore
In-memory data store Amazon ElastiCache for Redis Memorystore
Database RDBMS Amazon Relational Database Service, Amazon Aurora Cloud SQLCloud Spanner
NoSQL: Key-value Amazon DynamoDB FirestoreCloud Bigtable
NoSQL: Indexed Amazon SimpleDB Firestore
In-memory data store Amazon ElastiCache for Redis Memorystore
Data analytics Data warehouse Amazon Redshift BigQuery
Query service Amazon Athena BigQuery
Messaging Amazon Simple Notification Service, Amazon Simple Queueing Service Pub/Sub
Batch data processing Amazon Elastic MapReduce, AWS Batch DataprocDataflow
Stream data processing Amazon Kinesis Dataflow
Stream data ingest Amazon Kinesis Pub/Sub
Workflow orchestration Amazon Data Pipeline, AWS Glue Cloud Composer
Management tools Deployment AWS CloudFormation Cloud Deployment Manager
Cost management AWS Budgets Cost Management
Operations Monitoring Amazon CloudWatch Cloud Monitoring
Logging Amazon CloudWatch Logs Cloud Logging
Audit logging AWS CloudTrails Cloud Audit Logs
Debugging AWS X-Ray Cloud Debugger
Performance tracing AWS X-Ray Cloud Trace
Security & identity IAM Amazon Identity and Access Management Cloud Identity and Access Management
Secret management AWS Secrets Manager Secret Manager
Encrypted keys AWS Key Management Service Cloud Key Management Service
Resource monitoring AWS Config Cloud Asset Inventory
Vulnerability scanning Amazon Inspector Web Security Scanner
Threat detection Amazon GuardDuty Event Threat Detection (beta)
Microsoft Active Directory AWS Directory Service Managed Service for Microsoft Active Directory
Machine learning Speech Amazon Transcribe Speech-to-Text
Vision Amazon Rekognition Cloud Vision
Natural Language Processing Amazon Comprehend Cloud Natural Language API
Translation Amazon Translate Cloud Translation
Conversational interface Amazon Lex Dialogflow Enterprise Edition
Video intelligence Amazon Rekognition Video Video Intelligence API
Auto-generated models Amazon SageMaker Autopilot AutoML
Fully managed ML Amazon SageMaker AI Platform
Internet of Things IoT services Amazon IoT Cloud IoT
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