Working with multiple cloud providers can be a complex endeavor, and one of the unexpected challenges is keeping track of service names and their equivalents across different platforms. However, fret not, for we have a solution that can simplify your multicloud journey. In this article, we present handy mappings that will aid you in seamlessly navigating various cloud providers. These mappings serve as a valuable reference point, enabling smoother transitions and enhancing your knowledge integration across different cloud environments. Whether you’re engaging in conversations, pursuing studies, or tackling work projects, this knowledge will prove invaluable. Join us as we unravel the mysteries of service name mappings and empower you to conquer the multicloud landscape with confidence and ease. Let’s bridge the gap and connect the dots across cloud providers.
Before you start
About this post:
- 5 – 15 min average reading time
- Suitable for beginner through to advanced
What you will gain reading this post:
- AWS to GCP to Azure Service Mappings.
- High level grouping and description to quickly identify services.
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Introduction
Some cloud providers will have more advanced features on their service offerings, while others are added to remain competitive while making the functionality available.
It is important to understand that while these mappings are here to help you identify the equivalent services across the different providers it does not mean they are in feature parody with each other. Therefore, I recommend you to research the services in the providers once you have identified them.
This list focuses on Generally Available Services, massive shout-out to Google for producing the original content which I have taken as the base, and tweaked to be more Cloud provider agnostic.
Any feedback is welcomed to ensure this list is up to date and accurate.
Category | Type | Description | Vendor |
Storage | Block storage | Store data from VM instances running in state-of-the-art block storage offering | GCP Persistent Disk AWS Amazon Elastic Block Store (EBS) Azure Azure Disk Storage |
Storage | File storage | Provide fully managed NFS file servers on Cloud for applications running on VMs (VMs) instances or clusters. | GCP Filestore AWS Amazon Elastic File System (EFS) Azure – Azure Disk Storage |
Storage | Infrequently accessed object storage | Store infrequently accessed data using Cloud’s ultra low-cost, highly durable, highly available archival storage. | GCP Cloud Storage Archive AWS Amazon S3 Glacier Azure Azure Archive Storage |
Storage | Object storage | Store any amount of data and retrieve it as often as you’d like, using Cloud’s object storage offering. | GCP Cloud Storage AWS AWS Simple Storage Service (S3) Azure Azure Blob Storage |
Serverless | Build | Store and serve user-generated content from apps, such as photos or videos, including bandwidth-friendly transactions and automated ML, synced automatically in real time. | GCP Cloud Storage for Firebase AWS AWS Simple Storage Service (S3) Azure Azure Blob Storage |
Serverless | Build | Sign in users to your app, either by using UI as a complete drop-in authentication solution, or by using the Authentication SDK to manually integrate one or several sign-in methods into your app. | GCP Firebase Auth AWS Amazon Cognito Azure Azure Active Directory (AD) |
Serverless | Build | Provides fast and secure hosting for your web app, static and dynamic content, and microservices, including a generous free tier. | GCP Firebase Hosting AWS AWS Simple Storage Service (S3) Azure – GitHub Pages |
Serverless | Build | Store and sync data from your application with our NoSQL cloud database. Data is synced across all clients in real time, and remains available when your application goes offline. | GCP Firebase Realtime Database AWS AWS DynamoDB + AppSync Azure Azure Cosmos DB |
Serverless | Engage | Deploy A/B experiments to test how a change to your application’s UI, features, or engagement campaigns affects key metrics (like revenue) before you implement the change widely. | GCP Firebase A/B Testing AWS Amazon Pinpoint Azure Azure Playfab |
Serverless | Engage | Send and receive notifications across platforms with this reliable and battery-efficient connection between your server and devices, including iOS, Android, and the web. | GCP Firebase Cloud Messaging AWS – Amazon Device Messaging (ADM) Azure Azure Notification Hubs |
Serverless | Engage | Provide users with deep-link smart URLs that bypass the application installation process, allowing you to send first-time or returning users to any location within your iOS or Android app. | GCP Firebase Dymnaic Links AWS - Azure - |
Serverless | Engage | Engage active users of your application by sending them targeted, contextual messages to complete key actions, such as beating a game level, buying an item, or subscribing to content. | GCP Firebase In-App Messaging AWS – Amazon Device Messaging (ADM) Azure Azure Notification Hubs |
Serverless | Engage | Change the behavior and appearance of your application on the fly from the console, and then track performance in Analytics. Customize by audience segment, release new content, and A/B test to validate improvements, all without waiting for App Store approval. | GCP Firebase Remote Config AWS - Azure Azure App Configuration |
Serverless | Engage | Make informed decisions regarding application marketing and performance optimizations by understanding user behavior. This free analytics solution provides unlimited reporting for up to 500 distinct events that you can define using the SDK and integrate into the Cloud ecosystem. | GCP Google Analytics AWS - Azure - |
Serverless | Event handling | Asynchronously deliver events from services, SaaS, and your own apps using loosely coupled services that react to state changes. | GCP Eventarc AWS AWS EventBridge Azure Azure Event Grid |
Serverless | Kubernetes platform | Build, deploy, and manage modern serverless workloads on a Kubernetes-based platform | GCP Knative AWS AWS Fargate Azure Azure Kubernetes Service |
Serverless | Release & monitor | Distribute your apps to trusted testers quickly and easily. [*] Get real-time, actionable insight into application issues with this native crash reporting solution for iOS, Android, and Unity, including streaming data export. | GCP – Firebase App Distribution AWS - Azure Azure App Center |
Serverless | Release & monitor | Get insight into your app’s performance with a comprehensive list of performance metrics including network calls, CPU and memory usage, and custom metrics. | GCP Firebase Performance Monitoring AWS - Azure - |
Serverless | Release & monitor | Test your application on devices hosted in a Cloud data center. | GCP Firebase Test Lab AWS AWS Device Farm Azure Azure App Center |
Serverless | Workflow orchestration | Orchestrate and automate Cloud and HTTP-based API services with serverless workflows. | GCP Workflows AWS AWS Step Functions Azure Azure Functions |
Security & identity | Certificate management | Simplify the deployment and management of private certificate authorities without managing infrastructure. | GCP Certificate Authority Service AWS AWS Certificate Manager Azure Azure Active Directory Certificate Authority |
Security & identity | CIAM | Add identity and access management functionality to your applications, help protect user accounts, and scale with confidence using this customer identity and access management (CIAM) platform. | GCP Identity Platform AWS Amazon Cognito Azure Azure Active Directory B2C |
Security & identity | Container security | Deploy only trusted containers. | GCP Artifact Registry AWS Amazon Elastic Container Registry (ECR) Azure Azure Container Registry |
Security & identity | Container security | Perform vulnerability scans on container images in Registry, and monitor vulnerability information to keep it up to date. | GCP Container Analysis AWS Amazon ECR Image Scanning Azure Azure Defender for container registries |
Security & identity | Container security | Secure your container environment on Cloud. | GCP Container Security AWS Security in Amazon Elastic Container Service (ECS) Azure Container Security in Azure Security Center |
Security & identity | Container security | Help protect the host kernel on your nodes when containers in the Pod execute unknown or untrusted code. | GCP GKE Sandbox AWS Amazon EKS Container Sandbox Azure Azure Container Sandbox Development Environment |
Security & identity | Data loss prevention (DLP) | Discover, classify, and help protect your most sensitive cloud data. | GCP Cloud Data Loss Prevention AWS Amazon Macie Azure Azure Information Protection |
Security & identity | Encryption | Encrypt data in-use with Confidential Computing and Confidential Nodes. | GCP Confidential Computing AWS AWS Nitro Enclaves Azure Azure Confidential Computing |
Security & identity | Exfiltration prevention | Isolate resources of multi-tenant Cloud services to help mitigate data exfiltration risks. | GCP VPC Service Controls AWS - Azure - |
Security & identity | Hardware security module (HSM) | Host encryption keys and perform cryptographic operations in a cluster of FIPS 140-2 Level 3 certified hardware security modules (HSMs). | GCP Cloud HSM AWS AWS CloudHSM Azure Azure Dedicated HSM |
Security & identity | IAM | Centrally manage users and groups, federate identities between Cloud providers and other identity providers, such as Active Directory and Azure Active Directory. | GCP Cloud Identity AWS AWS Identity Services Azure Azure Active Directory |
Security & identity | IAM | Provide fine-grained access control and visibility for centrally managing resources. | GCP Identity and Access Management AWS Amazon Identity and Access Management Azure Azure Identity Management |
Security & identity | IAM | Use a highly available, hardened service running actual Microsoft Active Directory (AD). | GCP Managed Service for Microsoft Access Directory AWS AWS Managed Microsoft AD Azure Azure Active Directory |
Security & identity | Resource monitoring | View, monitor, and analyze all your Cloud across projects and services using this metadata inventory service. | GCP Cloud Asset Inventory AWS AWS Config Azure Azure Security Control |
Security & identity | Resource monitoring | Hierarchically manage resources by project, folder, and organization. | GCP Resournce Manager AWS AWS OpsWorks Azure Azure Resource Manager |
Security & identity | Secret management | Store API keys, passwords, certificates, and other sensitive data. | GCP Secrets Manager AWS AWS Secrets Manager Azure Azure Key Vault |
Security & identity | Security administration | Manage encryption keys on Cloud. | GCP Cloud Key Management Service AWS AWS Key Management Service (KMS) Azure Azure Key Vault |
Security & identity | Security and risk management | Security and risk management platform for Cloud. | GCP Security Command Center AWS – Amazon Guard Duty Azure – Azure Security Center |
Security & identity | Zero trust | Enable secure access to critical applications and services, with integrated threat and data protection. | GCP BeyondCorp Enterprise AWS - Azure Azure AD Conditional Access |
Operations | Audit logging | Log all user activity on Cloud. | GCP Cloud Audit Logs AWS AWS CloudTrail Azure Azure Audit Logs |
Operations | Debugging | Investigate your code’s behavior in production. | GCP Cloud Debugger AWS AWS X-Ray Azure Azure Monitor Application Insights Snapshot Debugger |
Operations | Logging | Manage logging and analysis in real time at scale. | GCP Cloud Logging AWS Amazon CloudWatch Logs Azure Azure Monitor Logs |
Operations | Monitoring | Monitor the performance, availability, and health of your applications and infrastructure. | GCP Cloud Monitoring AWS Amazon CloudWatch Azure Azure Monitor |
Operations | Performance tracing | Find performance bottlenecks in production. | GCP Cloud Trace AWS AWS X-Ray Azure Azure Monitor Application Insights Distributed Tracing |
Operations | Profiling | Understand resource consumption in your code and see the ways the code is actually called. | GCP Cloud Profiler AWS Amazon CodeGuru Profiler Azure Azure Monitor Application Insights Profiler |
Networking | CDN | Serve web and video content globally, efficiently, and reliably. | GCP Cloud CDN AWS Amazon CloudFront Azure Azure Content Delivery Network |
Networking | DDoS firewall | Help protect your web applications and services from distributed denial-of-service (DDoS) attacks and other threats from the internet. | GCP Google Cloud Armor Managed Protection AWS AWS Shield Basic/Advanced Azure Azure DDoS Protection Basic/Advanced |
Networking | Dedicated Interconnect connection | Extend your on-premises network to Cloud network through a highly available, low-latency connection. | GCP Cloud Interconnect AWS AWS Direct Connect Azure Azure ExpressRoute |
Networking | Domains and DNS | Publish your zones and records in DNS without the burden of managing your own DNS servers and software. [*] Register and configure a domain in Cloud. | GCP – Cloud DNS AWS Amazon Route 53 Azure – Azure DNS |
Networking | Load balancer | Efficiently distribute network traffic across VMs. | GCP Cloud Load Balancing AWS – AWS Elastic Load Balancing Azure Azure Load Balancing |
Networking | Network monitoring | Centralize your network monitoring functions to verify network configurations, optimize network performance, increase network security, and reduce troubleshooting time. | GCP Network Intelligence Center AWS - Azure - |
Networking | Network monitoring | Record a sample of network flows sent from and received by VM instances, including nodes, to perform network monitoring, forensics, real-time security analysis, and expense optimization. | GCP VPC Flow Logs AWS Amazon VPC Flow Logs Azure Azure Network Watcher |
Networking | Network security | Connect your peer network to your Virtual Private Cloud (VPC) network through an IPsec VPN connection. | GCP Cloud VPN AWS AWS Virtual Private Network (VPN) Azure Azure Virtual Private Network (VPN) |
Networking | Premium networking | Optimize your network for performance or cost. | GCP Network Service Tiers AWS - Azure - |
Networking | Service mesh | Easily deploy global load balancing across clusters and VM instances in multiple regions, offload health checking from service proxies, and configure sophisticated traffic control policies. | GCP Traffic Director AWS AWS App Mesh Azure Azure Service Fabric Mesh |
Networking | Services | Publish, discover, and connect services from a single directory. | GCP Service Directory AWS AWS Cloud Map Azure Consul on Azure |
Networking | Virtual networks | Send and receive packets using private clusters or VM instances with no external IP address. | GCP Cloud NAT AWS – Amazon VPC NAT instances Azure Azure NAT |
Networking | Virtual networks | Provide managed networking functionality for your cloud-based services. | GCP Virtual Private Cloud AWS Amazon Virtual Private Cloud (VPC) Azure Azure Virtual Network |
Networking | Web application firewall | Help protect your applications and websites against denial of service and web attacks. | GCP Google Cloud Armor AWS AWS WAF Azure Azure WAF |
Migration | Container migration | Intelligently extract, migrate, and modernize applications to run natively on containers. | GCP Migrate for Anthos AWS AWS App2Container Azure Azure Migrate |
Migration | Server migration | Migrate VM instances. | GCP Migrate for Compute Engine AWS AWS Server Migration Service Azure Azure Migrate |
Migration | SQL database migration | Migrate databases to Cloud from on-premises. | GCP Database Migration Service AWS AWS Database Migration Service Azure Azure Database Migration Service |
Migration | Storage migration | Complete large-scale online data transfers from online and on-premises sources to Cloud. | GCP Storage Transfer Service AWS AWS Storage Gateway Azure Azure Migrate |
Migration | Storage migration | Securely migrate large volumes of data (from hundreds of terabytes up to one petabyte) to Cloud without disrupting business operations. | GCP Transfer Appliance AWS AWS Snowball Azure Azure Data Box |
Management tools | API management | Design, secure, analyze, and scale APIs anywhere with visibility and control. | GCP Apigee API Management AWS Amazon API Gateway Azure Azure API Management |
Management tools | Cost management | Tools for monitoring, controlling, and optimizing your Cloud costs. | GCP Cost Management AWS AWS Budgets Azure Azure Cost Management |
Management tools | Deployment | Create and manage cloud resources with simple templates. | GCP Cloud Deployment Manager AWS AWS CloudFormation Azure Azure Deployment Manager |
Machine learning (ML) | Cloud cost optimization | Optimize your Google Cloud usage with proactive, easily actionable recommendations | GCP Recommender AWS AWS Cost Optimization Azure Azure Advisor |
Machine learning (ML) | Conversational interface | Delight customers with intuitive, omnichannel conversational AI. | GCP Dialogflow AWS Amazon Lex Azure Azure Conversational AI |
Machine learning (ML) | ML for structured data | Automatically build and deploy state-of-the-art machine learning models on structured data. | GCP AutoML Tables AWS Amazon SageMaker Azure AutoML in Azure ML Studio |
Machine learning (ML) | ML platform | Host your trained models so that you can send them prediction requests with the power and flexibility of TensorFlow, scikit-learn, and XGBoost. Train your machine learning models at scale, to host your trained model in the cloud, and to use your model to make predictions about new data. [*] Host your machine learning models and train them with the power and flexibility of TensorFlow, scikit-learn, XGBoost, and custom containers. [**] Train high-quality custom machine learning models with minimal effort and machine learning expertise. | GCP AI Platform (Unified) AWS – Amazon SageMaker Azure – Azure AI Platform |
Machine learning (ML) | ML platform | Preconfigured VMs for deep learning applications | GCP AI Platform Deep Learning VM Image AWS – Amazon SageMaker Azure Azure Data Science Virtual Machines |
Machine learning (ML) | ML platform | Create instances running JupyterLab that come pre-installed with the latest data science and machine learning frameworks in a single click. | GCP AI Platform Notebooks AWS Amazon SageMaker Azure Azure Notebooks |
Machine learning (ML) | ML platform | Reliability and performance for AI applications with enterprise-grade support and managed services. | GCP Tensorflow Enterprise AWS Tensorflow on AWS Azure Azure Databricks |
Machine learning (ML) | Natural language processing | Derive insights from unstructured text using machine learning. | GCP Cloud Natural Language API AWS Amazon Comprehend Azure Azure Text Analytics |
Machine learning (ML) | Personalization | Deliver highly personalized product recommendations at scale. | GCP Recommendations AI AWS Amazon Personalize Azure Azure Personalizer |
Machine learning (ML) | Translation | Dynamically translate between languages using machine learning. | GCP AutoML Translation AWS Amazon Translate Azure Azure Translator |
Machine learning (ML) | Video intelligence | Quickly categorize video content using thousands of predefined labels and creating additional custom labels to suit your specific needs. | GCP Video Intelligence API AWS Amazon Rekognition Video Azure Azure Video Indexer |
Machine learning (ML) | Vision: Read and extract text | Derive insights from your images in the cloud or at the edge, or use pre-trained Vision API models to detect emotion, understand text, and more. | GCP Cloud Vision AWS Amazon Textract Azure Azure Computer Vision |
Machine learning (ML) | Vision: Speech-to-text | Accurately convert speech into text using an API powered by AI technologies. | GCP Speech-to-Text AWS Amazon Transcribe Azure Azure Speech to Text |
Internet of things (IoT) | IoT platform | Unlock insights from your global device network with an intelligent IoT platform whose scalable, fully managed integration lets you connect, store, and analyze data at the edge and in the cloud. | GCP Cloud IoT AWS AWS IoT Core Azure Azure IoT Hub |
Enterprise | Marketplace | Scale procurement for your enterprise via online discovery, purchasing, and fulfillment of enterprise-grade cloud solutions. | GCP Marketplace AWS AWS Marketplace Azure Azure Marketplace |
Developer tools | Client libraries | Tools and libraries for interacting with Cloud products and services. | GCP Cloud SDK AWS AWS SDKs Azure Azure SDKs |
Developer tools | Cloud development IDE plugin | Write, debug, and deploy your cloud-based applications for IntelliJ, VS Code, or any browser. | GCP – Cloud Code for IntelliJ AWS – AWS Toolkit for IntelliJ Azure – Azure Toolkit for IntelliJ |
Developer tools | Cloud-based IDE | Manage your infrastructure and develop your applications from any browser. | GCP Cloud Shell AWS AWS CloudShell Azure Azure Cloud Shell |
Developer tools | Command-line interface (CLI) | Tools and libraries for interacting with Google Cloud products and services. | GCP Cloud SDK AWS AWS CLI Azure Azure CLI |
Database | Document data storage | Easily develop rich applications using a fully managed, scalable, and serverless document database. | GCP Firestore AWS – Amazon DocumentDB Azure Azure Cosmos DB |
Database | In-memory data store | Reduce latency with scalable, secure, and highly available in-memory service for Redis and Memcached | GCP Memorystore AWS Amazon ElastiCache Azure Azure Cache |
Database | NoSQL: Indexed | A highly scalable NoSQL database for your web and mobile applications | GCP Datastore AWS Amazon DynamoDB Azure Azure Cosmos DB |
Database | NoSQL: Key-value | Run large analytical and operational workloads using this fully managed, scalable NoSQL database service. | GCP Cloud Bigtable AWS Amazon DynamoDB Azure Azure Cosmos DB |
Database | RDBMS | Manage relational data with massive scale, strong consistency worldwide, and up to 99.999% availability. | GCP Cloud Spanner AWS Amazon Aurora Azure Azure SQL Database |
Database | RDBMS | Manage relational data for MySQL, PostgreSQL, and SQL Server for workloads under 30TB. | GCP Cloud SQL AWS – Amazon Relational Database Service (RDS) Azure Azure Database for MySQL and Azure Database for PostgreSQL |
Database | Relational | Lift and shift Oracle workloads to Cloud. | GCP Bare Metal Solution AWS Amazon RDS for Oracle Azure Azure Oracle Database Enterprise Edition |
Data analytics | Business intelligence | Explore, share, and visualize your company’s data so that you can make better business decisions. | GCP Looker AWS Amazon QuickSight Azure Microsoft Power BI |
Data analytics | Data discovery and metadata management | Discover, understand, and manage data at scale with a powerful search UI with seamless integration to important cloud services. | GCP Data Catalog AWS AWS Glue Data Catalog Azure Azure Purview |
Data analytics | Data Integration / ETL | Activate fully managed, cloud-native data integration at scale. | GCP Cloud Data Fusion AWS – Amazon AppFlow Azure Azure Data Factory |
Data analytics | Data warehouse | Serverless, highly scalable, and cost-effective multi-cloud data warehouse designed for business agility. | GCP BigQuery AWS – Amazon Athena Azure Azure Synapse Analytics |
Data analytics | Messaging | Messaging and ingestion for event-driven systems and streaming analytics. [*] Send and receive messages between independent applications using this zonal, real-time messaging service. | GCP – Pub/Sub AWS – Amazon Simple Notification Service (SNS) Azure Azure Service Bus Messaging |
Data analytics | Open source processing | Deploy open-source data and analytics processing services (Apache Hadoop, Apache Spark, etc.) with improved efficiency and security. | GCP Dataproc AWS – Amazon Elastic MapReduce (EMR) Azure – Azure Data Lake Analytics |
Data analytics | Query service | Analyze petabytes of data at scale using ANSI SQL and gain 26%–34% lower three-year total cost of ownership (TCO) than competing cloud data warehouses | GCP BigQuery AWS Amazon Redshift Spectrum Azure Azure Synapse Analytics |
Data analytics | Stream data ingest | Create scalable messaging and ingestion for event-driven systems and streaming analytics. | GCP Pub/Sub AWS Amazon Kinesis Azure Azure Event Hubs |
Data analytics | Stream data processing | Unifiy stream and batch data processing that’s serverless, fast, and cost-effective. | GCP Dataflow AWS Amazon Kinesis Azure Azure Stream Analytics |
Data analytics | Workflow orchestration | Author, schedule, and monitor pipelines that span across hybrid and multi-cloud environments using this fully managed workflow orchestration service built on Apache Airflow. | GCP Cloud Composer AWS – Amazon Data Pipeline Azure Azure Data Factory |
Containers | CaaS | Secured and managed Kubernetes service with four-way autoscaling and multi-cluster support. | GCP Google Kubernetes Engine AWS – Amazon Elastic Kubernetes Service (EKS) Azure Azure Kubernetes Service (AKS) |
Containers | Container registry | Store, manage, and secure your container images. | GCP Artifact Registry AWS Amazon Elastic Container Registry (ECR) Azure Azure Container Registry |
Containers | Containers without infrastructure | Develop and deploy highly scalable containerized applications on a fully managed serverless platform. | GCP Cloud Run AWS – AWS Fargate Azure Azure Container Instances |
Compute | Core compute | Train and run machine learning models faster than before. | GCP Cloud GPU’s AWS Amazon Elastic Compute Cloud (EC2) P3 Azure GPU Optimized VMs |
Compute | Core compute | Accelerate your digital transformation with high-performance VMs. | GCP Compute Engine AWS Amazon Elastic Compute Cloud (EC2) Azure Azure Virtual Machines |
Compute | Core compute | Automatically add or delete VM instances from a managed instance group (MIG) based on increases or decreases in load. | GCP Compute Engine Autoscaler AWS AWS Autoscaling Azure – Azure Autoscale |
Compute | Core compute | Manage SSH access to your instances using IAM without having to create and manage individual SSH keys. | GCP OS Login AWS Amazon EC2 Instance Connect Azure - |
Compute | Core compute | Reliable, high-performance block storage for VM instances. | GCP Persistent Disk AWS Amazon Elastic Block Store (EBS) Azure Azure Managed Disks |
Compute | Dedicated VMs | Host your VMs on hardware dedicated only to your project. | GCP Sole-tenant nodes AWS Amazon EC2 Dedicated Host Azure Azure Dedicated Host |
Compute | FaaS | Run your code with zero server management with this scalable, pay-as-you-go functions-as-a-service (FaaS) offering. | GCP Cloud Functions AWS AWS Lambda Azure Azure Functions Serverless Compute |
Compute | PaaS | Build highly scalable applications on a fully managed serverless platform. | GCP App Engine AWS AWS Elastic Beanstalk Azure Azure App Service |
Compute | VMware connectivity | Migrate and run your VMware workloads on Cloud. | GCP VMware Engine AWS VMware Cloud on AWS Azure Azure VMware Solution |
App Modernization | CI/CD | Build, test, and deploy on Cloud CI/CD platform | GCP Cloud Build AWS – AWS CodeBuild Azure – Azure DevOps |
App Modernization | Multi-cloud | Extend services and engineering practices to your environments so you can modernize applications faster and establish operational consistency across them. [*] View and manage conformant Kubernetes clusters in different environments from Google Cloud [**] Run Kubernetes clusters directly on your own machine resources, with flexibility, performance, and security in your environment [***] Provision and manage the underlying resources for containerized applications on AWS from within your Google Cloud project. [****] Anthos clusters on VMware (GKE on-prem) is hybrid cloud software that extends GKE to VMWare. | GCP – Anthos AWS AWS Outposts Azure – App Modernization with Microsoft Azure |
App Modernization | Multi-cloud | Automate policy and security at scale for your hybrid and multi-cloud Kubernetes deployments. | GCP Anthos Config Management AWS Chef Automate Azure Azure App Configuration |
App Modernization | Multi-cloud | Manage resources through Kubernetes. | GCP Config Connector AWS AWS Controllers for Kubernetes Azure Azure Service Operator |
App Modernization | Multi-cloud | Efficiently and securely run Docker containers on VMs. | GCP Container-Optimized OS AWS - Azure Azure Container Instances |
App Modernization | Multi-cloud | Connect your infrastructure to Cloud on your terms, from anywhere. | GCP Hybid Connectivity AWS AWS Direct Connect Azure Hybrid Connections |
App Modernization | Multi-cloud | Run SAP on Cloud | GCP SAP on Google Cloud AWS SAP on AWS Azure SAP on Azure |
App Modernization | Service mesh | Simplify, manage, and secure complex microservices architectures with this fully managed service. | GCP Anthos Service Mesh AWS AWS App Mesh Azure Azure Service Fabric |
App Modernization | Service mesh | Dynamically exchange routes between your Virtual Private Cloud (VPC) and on-premises networks by using Border Gateway Protocol (BGP). | GCP Cloud Router AWS Amazon VPC Azure Azure VPN Gateway |
App Modernization | Service mesh | Quickly create clusters with all the components you need to create and run an Istio service mesh in a single step. | GCP Istio on Google Kubernetes Engine AWS Istio on Amazon EKS Azure Istio in Azure Kubernetes Service |
App Modernization | Service mesh | Easily deploy global load balancing across clusters and VM instances in multiple regions, offload health checking from service proxies, and configure sophisticated traffic control policies. | GCP Traffic Director AWS AWS App Mesh Azure Azure Service Fabric Mesh |
Source – https://cloud.google.com/free/docs/aws-azure-gcp-service-comparison – Last updated June 2021
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