No one can deny that in this century we are experiencing tremendous development in all fields, especially the field of information technology. One of the areas that have witnessed great development in recent years is cloud computing service one of the leading companies in this field and one of the biggest cloud computing services companies is Google, which provides it as a paid service.
We will review the explanation of most parts of google cloud computing services:
1- industry Google Cloud solutions :
With google cloud computing services solutions you can improve your industry's efficiency and agility, reduce cost, participate in new business models, and capture new market opportunities through these key features:-
a- Retail solutions:
7- Data Cloud:
This is a google free cloud computing service that thousands of customers
build their data clouds using, a unified, open approach to data-driven
transformation that is unmatched for speed, scale, and security with AI built-in.
Data cloud computing services offered by google give you
multi-solutions for your business for free like:
a- smart analytics :
Fee Cloud computing services offered by google like Smart Analytics Platform is a flexible,
open, and secure analytics platform that provides the easiest path to becoming
an intelligence-driven organization. It builds on Google’s decades of
innovation in AI and building internet-scale services, and is based on the same
proven and reliable technology principles that power Google’s services (e.g.
Search, Gmail, Maps, YouTube). Organizations choose Google Cloud to build their
data cloud for its ability to fuel data-driven transformation like no other
solution on the market today.
Streamline your migration path and modernize from any on-premises or
cloud data warehouse with BigQuery. Solve today's most challenging demands
and seamlessly scale your business with built-in AI and powerful multi-cloud capabilities.
b- AI and machine learning:
Transform your contact center with AI technology. Increase operational
efficiency and personalized customer care.
Improve your operational efficiency by bringing AI-powered document
understanding to unstructured data workflows across a variety of document
formats.
Increase conversion rate across digital properties with AI solutions
that help brands to deliver personalized consumer experiences across channels.
c- Data Cloud for ISVs:
That is one of google free cloud
computing services that provides a complete platform for building data-driven
applications, from simplified data ingestion, processing, and storage to
powerful analytics, AI/ML, and data sharing capabilities, all seamlessly
integrated with cloud computing services offered by Google.
The continuous rise in the volume of data collected and generated by ISVs allows them to empower their customers, expand their partner ecosystem and unlock new revenue streams. cloud computing services offered by google provide simple and secure ways for ISVs to share the same datasets with all their customers or share only customer-specific data through a data twin model.
d- Data Cloud Alliance:
Businesses face growing pressures to digitally transform - to reach
consumers in new ways, launch entirely new digital businesses, and meet
increasingly complex governance and compliance requirements.
The Data Cloud Alliance members represent many of the most
widely-adopted and fastest-growing enterprise data platforms today across
analytics, storage, databases, and business intelligence.
8- Digital Transformation:
These are google's free cloud computing services that Accelerate business
recovery and ensure a better future with solutions that enable hybrid and
multi-cloud, generate intelligent insights, and keep your workers connected.
a- Solving for innovation:
Companies have seen massive amounts of change in the past few months. As
operations return to capacity, innovation will be key to accelerating
transformation and preventing future disruptions.
Cloud computing services offered by Google allow you to extract maximum
value from your apps and workloads.
Google Cloud computing services and Oxford Economics surveyed 1,000 CIOs
to understand their digital business ecosystem strategies and the role of APIs
Calculate the business value of Google Workspace for your organization.
It only takes three minutes to get your personalized report—powered by
Forrester.
b- Solving for operational efficiency:
Organizations are faced with adapting to new business conditions. Google
Cloud computing services help you solve your toughest technology challenges,
reduce IT spending, and prepare for whatever comes next.
Quickly migrate SAP, VMware, Windows, Oracle, and other workloads, and Reduce
complexity and increase the predictability of your cloud costs with Google
Cloud's cost management tools and technical content for developers and
operators.
Develop and run applications using open source and other software
without operations staff. Reduce time spent on platform management by 40% to
55% with Anthos, and Migrating Oracle workloads to Google Cloud computing
services can save time and money with up to 78% TCO savings, and 41% to 52%
when migrating other EDW deployments to BigQuery.
c- Helping organizations solve COVID-19 challenges:
From video conferencing to virtual agents to remote work security,
Google Cloud computing services are committed to providing organizations the tools
they need to keep moving forward during this unprecedented time. Below are
cross-industry and industry-specific resources that can be used to navigate the
COVID-19 pandemic and all of that is google's free cloud computing services.
Give your customers the answers they need right away in chat, social,
text, and over the phone with a customized virtual agent. Contact Center AI’s
Rapid Response Virtual Agent program is designed to help government agencies,
healthcare organizations, nonprofits, and businesses impacted by COVID-19.
Platforms like BigQuery can help drive insights and actions faster as
consumer behavior shifts. Data warehouse modernization can allow you to analyze
large quantities of data to drive insights and actions faster with capabilities
like in-stream analytics.
d- helping the healthcare industry with COVID-19:
Many governments and healthcare COVID-19-related websites are
experiencing traffic issues, even downtime. In response, Google Cloud computing
services offer content delivery network services and cloud resources that
scale.
Here are some of the ways teams at Google Cloud computing services,
Google Search, YouTube, Google Maps Platform, and more are mobilizing to help
healthcare organizations, researchers, and patients navigate the extraordinary
challenges of the COVID-19 pandemic.
Support your patients remotely—protecting caregiver and patient
safety—by offering take-home devices, monitoring health digitally, and setting
up virtual visits.
Instantly connect healthcare and life sciences, employees, whether they’re
on the front lines of care, leading research remotely, or keeping operations
running through Google Workspace, Chrome OS, and secure-by-design Chrome
devices.
Protect patient privacy while de-identifying data and making it
interoperable for use in COVID-19-related research and for population health.
This
is google's free cloud computing services offer flexible infrastructure
modernization approaches from rehosting to re-platform and It includes several parts of google cloud computing services like:
a- SAP
on Google Cloud:
SAP
is a free cloud computing service offered
by Google that frees businesses to work smarter, move faster, and do more with less
compared to legacy systems
For
ATB Financial it was a logical extension to leverage BigQuery for their SAP
data after having moved their SAP ERP systems to google cloud computing
services. This allows them to not only enable business insights from multiple
data sources 117 times faster than previous approaches but also to boost the security and reliability of the data environment, improving data governance and
easing regulatory adherence.
b- Application migration :
Migrating
to google cloud computing services gives
your applications the performance, scalability, reliability, and security they
need to deliver the high-quality experience that customers expect in today's
digital world.
Whether
you're having one or many applications, google
cloud computing services got the
automated tools and migration expertise to make sure everything is fast, easy,
and low risk.
Google migration experts focus on building and executing the right migration plan for you, and delivering the technological and business outcomes that matter to you.
c-
High-performance computing :
Google
Cloud’s high-performance computing (HPC) solutions are easy to use, built on
the latest technology, and cost-optimized to provide a flexible and powerful
HPC foundation that clears the way for innovation.
Scale your team, and use pre-configured HPC VMs
to get jobs started quickly and with predictable performance. Get deeper
insights, and explore your results using Google’s leading AI and Machine Learning
capabilities.
Control and manage costs as you scale with
committed and sustained use discounts. Get up to 90% cost savings by using Spot
VMs for your most flexible workloads.
d- Microsoft
and Windows on Google Cloud:
in
this google free cloud computing service, you will provide enterprise-class support for
Windows workloads running on GCP. Our experts have the backing of Microsoft
Premier Support for Partners to help you solve any challenge.
You
can deploy your Windows applications (including SQL Server) on our fully tested
images with bundled licenses on Compute Engine and take advantage of many
benefits available to virtual machine instances such as reliable storage
options, the speed of the Google network, and autoscaling.
e- Data
center migration into google cloud computing services :
Data
center migration is free also into google cloud computing services and if you need to exit or reduce on-premises data
centers, migrate workloads as is, modernize apps, minimize threats, and secure
your data across our data centers, hardware, and network cables.
Build,
manage, and run modern hybrid applications on existing on-premises hardware or
in multiple public clouds with Anthos, and run the same products and services
that support over one billion users without compromising performance, agility,
or cost.
f- Active
Assist:
Active
Assist is a portfolio of intelligent tools that helps you optimize your cloud
operations with recommendations to reduce costs, increase performance, improve
security, and even help you make more sustainable decisions.
Help
you manage your cost wisely, such as recommending deleting unused or idle
resources, downsizing VMs to fit your workload needs, or using committed use
discounts to save money.
Harden
your security posture by applying recommended actions to reduce over-granted
permissions, enable additional security features, and help with compliance and
security incident investigations.
Improve
the performance of your google cloud computing services and workloads through
prediction and automation that take your infrastructure one step ahead of what
your applications need next.
10 - Productivity and Collaboration:
Google Workspace gives you flexible tools that enable agility,
interoperability, customization, and seamless work at scale—across companies, software,
devices, and distance, tightly integrated shared spaces for virtual, in-person,
and hybrid collaboration, simple and intuitive mobile apps, easy offline access
built-in.
A - Cloud Identity:
Google free cloud computing services like Cloud Identity help you to protect your user accounts and company
data with a wide variety of MFA verification methods such as push
notifications, Google Authenticator, phishing-resistant Titan Security Keys,
and using your Android or iOS device as a security key.
Improve your company’s device security posture on Android, iOS, and
Windows devices using a unified console. Set up devices in minutes and keep
your company data more secure with endpoint management. Enforce security
policies, wipe company data, deploy apps, view reports, and export details.
Cloud Identity integrates with hundreds of cloud applications out of the
box—and we’re constantly adding more to the list so you can count on us to be
your single identity platform today and in the future.
B - Chrome OS Flex:
Have you heard of Chrome OS Flex it is a Google-free cloud computing service, fast, easy-to-manage, and
secure Chrome OS for PCs and Macs in 3 simple steps?
c- Cloud Search:
Cloud Search, available as part of Google cloud computing services, can
help bring the best of enterprise search to your business by helping you
quickly and easily find relevant data and files.
Cloud Search is seamlessly integrated with other Google Workspace apps.
Search across Gmail, Docs, Drive, Calendar, and more.
11 - smart analytics solutions :
Google Cloud Smart Analytics Platform is a free cloud computing service
offered by Google and it is flexible, open, and secure analytics platform that
provides the easiest path to becoming an intelligence-driven organization. It
builds on Google’s decades of innovation in AI and building internet-scale
services, and is based on the same proven and reliable technology principles
that power Google’s services (e.g. Search, Gmail, Maps, YouTube). Organizations
choose Google Cloud to build their data cloud for its ability to fuel
data-driven transformation like no other solution on the market today.
smart analytics solutions include these services:-
A
- Data warehouse modernization :
Solve today’s analytics demands and seamlessly scale your business
by moving to Google Cloud’s modern data warehouse. Streamline your migration
path to BigQuery and accelerate your time to insights.
Data lake turned into a swamp? A cloud-native data lake on Google Cloud
can accelerate your data engineers’ and scientists’ analytics development, If
you don’t want to rebuild your on-premises data lake in the cloud, lift and shift
your data to Google Cloud to unlock cost savings and scale.
B - Data lake modernization :
Google's free cloud computing services like data lake power any analysis
of any type of data. This empowers your teams to securely and cost-effectively
ingest, store, and analyze large volumes of diverse, full-fidelity data.
Take a resource-intensive data or analytic processing workload and burst
it to the cloud to autoscale compute without provisioning new hardware.
Provision, autoscale, and govern purpose-built data and analytic open-source software clusters such as Apache Spark for easier management in as
little as 90 seconds.
c-
Spark on Google Cloud:
Apache Spark is an open-source unified analytics engine for large-scale
data processing. Spark provides an interface for programming clusters with
implicit data parallelism and fault tolerance. Originally developed at the
University of California, Berkeley's AMPLab, the Spark codebase was later
donated to the Apache Software Foundation, which has maintained it since.
Industry’s first autoscaling serverless Spark, integrated with the best
of Google-native and open source tools. Develop and run Spark where you need it
across all use cases, including ETL, data science, and exploration.
Spark is integrated with BigQuery, Vertex AI, and Dataplex, so you can
write and run it from these interfaces in two clicks, without custom
integrations, for ETL, data exploration, analysis, and ML and you can Write
Spark applications and pipelines that autoscale without any manual infrastructure
provisioning or tuning.
d- Streaming Analytics :
Google free cloud computing services like Streaming Analytics help you
to Ingest, process, and analyze event streams in real-time. and make data more
organized, useful, and accessible from the instant it’s generated.
Unify streaming and batch data analysis with equal ease and build
cohesive data pipelines with Dataflow. Dataflow ensures exactly-once
processing, making your streaming pipelines more reliable and consistent for
mission-critical applications. Data engineers can reuse code through Dataflow’s
open source SDK, Apache Beam, which provides pipeline portability for hybrid or
multi-cloud environments.
Bridge, migrate, or extend on-premises Apache Kafka and Apache
Spark-based solutions through Confluent Cloud and Dataproc. Combined with Data
Fusion’s GUI, data analysts and engineers can build streaming pipelines in a
few clicks. Embed Google’s Vertex AI Workbench solution in your streaming
analytics pipeline for real-time personalization, anomaly detection, and predictive
maintenance scenarios.
e-
Business intelligence modernization:
If you work in the field of data science, then you know very well that Business
intelligence is one of the important factors for filtering and initializing data
for data analysis engineers and It is Google's free cloud computing services that
is helps you develop a strategy to modernize BI and put data at the center of
your business transformation.
Deliver high-value user experiences and transform your business
processes by developing innovative new ways to use data to inform or automate
your decision-making.
Eliminate overlapping legacy BI tools by utilizing Looker's SQL-based
modeling layer which is more agile, collaborative, and flexible than the rigid
semantic layers at the center of legacy BI architecture.
F -
Data Science on Google Cloud :
Data analysis is considered one of the most promising and important
fields in the twentieth century and It is
Google's free cloud computing service that helps you unlock value from data.
From data engineering to ML engineering, TensorFlow to PyTorch, GPUs to TPUs,
data science on Google Cloud helps your business run faster, smarter, and at
planet scale.
Ingest, process, and analyze real-time or batch data from a variety of
sources to make data more useful and accessible from the instant it’s
generated.
Empower your teams to securely and cost-effectively ingest, store, and
analyze large volumes of diverse, full-fidelity data.
Explore, analyze, visualize, and create dashboards with fully managed
tools or customize your analytics environments to suit your needs.
Build with the groundbreaking ML tools developed by Google Research.
Choose from no-code environments like AutoML, low-code with BigQuery ML, or
custom training with Vertex AI and Apache Spark. Bring more models into
production to facilitate data-driven decision-making.
Leverage responsible AI practices to inspect and understand AI models,
and explainability to help you understand and interpret predictions made by
your machine learning models. With these tools and frameworks, you can debug
and improve model performance and help others understand your models' behavior.
12 – Startups and SMB :
Startups and SMBs are free cloud computing services offered by Google and
it includes these services:-
a- startups solutions :
The quickest path to build a backend web app is on Cloud Run, a fully
managed serverless platform that lets you build apps in any language and deploy them in seconds.
For mobile, use Google-backed Firebase. It offers a smooth experience
with a fully managed backend to help you quickly build and ship apps on
Android, iOS, and the web.
All startups get $300 in free credits to spend on Google Cloud computing
services.
b- Startups Program:
Unlock powerful insights and improve decision-making with leading-edge
data analytics and AI solutions, including BigQuery, Looker, and AI Platform.
Work together with your startup team in real-time with Google Workspace.
Get Gmail, Drive, Google Meet, and more all in one place—all backed by trusted
Google security.
Streamline app development with Google Cloud’s state-of-the-art
containers and micro-services which can get you from code to production in
record time.
c- Small and medium businesses:
Whether you’re a cloud-optimized startup or a local brick-and-mortar, you
need creative solutions to get ahead. Grow your business faster with this free cloud
computing service offered by Google.
Google cloud computing service's easy-to-use platform has smart analytics and
artificial intelligence built-in, making these technologies more accessible and
easier to deploy across your organization.
d- Software as a service:
it is free cloud computing services offered by Google that enable you to build better SaaS products, scale efficiently, and ultimately grow your business.
Google's cloud computing services platform enables you to build, modernize,
and scale your business with differentiated technology that extends beyond
infrastructure while benefiting from a partner program that’s with you from
idea to market.
Stand out from the pack by creating SaaS products powered by
cutting-edge data, analytics, and machine learning capabilities. Efficiently
manage users and deployment with the built-in tooling that’s part of our
hybrid/multi-cloud solution.
Google built Kubernetes to bring open-source container management to
market with SaaS companies in mind. Google Kubernetes Engine (GKE) lets you
easily deploy products across a global network so anyone anywhere can access them,
and our developer tools and SaaS services speed up dev and deployment cycles so
you can quickly respond to opportunities.
Compare
AWS and Azure services to Google Cloud
This table lists compare Google Cloud services and map them to similar offerings in Amazon Web Services (AWS) and Microsoft Azure.
| Service category | Service type | Google Cloud product | Google Cloud product description | AWS offering | Azure offering |
|---|---|---|---|---|---|
| App Modernization | CI/CD | Cloud Build | Build, test, and deploy on Google Cloud serverless CI/CD platform | AWS CodeBuild, AWS CodeDeploy, AWS CodePipeline | Azure DevOps, Github Enterprise |
| App Modernization | Execution Control | Cloud Tasks | Control and observe asynchronous service requests between independent applications using this zonal, execution-control service. | Amazon Simple Queue Service (SQS), Amazon Simple Notification Service (SNS) | Azure Service Bus, Azure Storage Queues |
| App Modernization | Multi-cloud | Authors | Anthos is a managed application platform that extends Google Cloud services and engineering practices to your environments so you can modernize applications faster and establish operational consistency across them. | Amazon EKS Anywhere, Amazon ECS Anywhere | Azure Arc |
| App modernization | Multi-cloud | Anthos Clusters | Extend GKE to work in multiple environments, including attached clusters, AWS, Azure, bare metal, and VMWare. | Amazon EKS Anywhere | |
| App modernization | Multi-cloud | Anthos Config Management | Automate policy and security at scale for your hybrid and multi-cloud Kubernetes deployments. | Chef Automate AWS OpsWorks | Azure App Configuration |
| App modernization | Multi-cloud | Config Connector | Manage Google Cloud resources through Kubernetes. | AWS Controllers for Kubernetes | Azure Service Operator |
| App modernization | Multi-cloud | Container-Optimized OS | Efficiently and securely run Docker containers on Compute Engine VMs. | AWS Bottlerocket | Azure Container Instances |
| App modernization | Multi-cloud | Hybrid Connectivity | Connect your infrastructure to Google Cloud on your terms, from anywhere. | AWS Direct Connect | Hybrid Connections |
| App modernization | Multi-cloud serverless | Cloud Run for Anthos | Flexible serverless development for multi-cloud environments. | ||
| App modernization | Service mesh | Anthos Service Mesh | Simplify, manage, and secure complex microservices architectures with this fully managed service. | AWS App Mesh | Azure Service Fabric |
| App modernization | Service mesh | Cloud Router | Dynamically exchange routes between your Virtual Private Cloud (VPC) and on-premises networks by using Border Gateway Protocol (BGP). | Amazon VPC | Azure VPN Gateway |
| App modernization | Service mesh | Istio on Google Kubernetes Engine | Quickly create GKE clusters with all the components you need to create and run an Istio service mesh in a single step. | Istio on Amazon EKS | Istio in Azure Kubernetes Service |
| App modernization | Service mesh | Traffic Director | 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. | AWS App Mesh | Azure Service Fabric Mesh |
| Artificial Intelligence & Machine Learning (AI/ML) | Cloud cost optimization | Recommender | Optimize your Google Cloud usage with proactive, easily actionable recommendations. | AWS Cost Optimization | Azure Advisor |
| Artificial Intelligence & Machine Learning (AI/ML) | Conversational interface | Dialogflow | Lifelike conversational AI with state-of-the-art virtual agents. | Amazon Lex | Azure Conversational AI |
| Artificial Intelligence & Machine Learning (AI/ML) | Document Understanding | Document AI | Automate data capture at scale to reduce document processing costs. | Amazon Textract | Azure Form Recognizer |
| Artificial Intelligence & Machine Learning (AI/ML) | ML for structured data | Vertex AI AutoML tabular models | Automatically build and deploy state-of-the-art machine learning models on structured data. | Amazon SageMaker | AutoML in Azure ML Studio |
| Artificial Intelligence & Machine Learning (AI/ML) | ML platform | Deep Learning VM Images | Preconfigured VMs for deep learning applications. | Amazon SageMaker, Amazon EC2 P3 | Azure Data Science Virtual Machines |
| Artificial Intelligence & Machine Learning (AI/ML) | ML platform | TensorFlow Enterprise | Reliability and performance for AI applications with enterprise-grade support and managed services. | Tensorflow on AWS | Azure Databricks |
| Artificial Intelligence & Machine Learning (AI/ML) | ML platform | Vertex AI | Train your machine learning models at scale, host your trained model in the cloud, and use your model to make predictions about new data. | Amazon SageMaker | Azure AI Platform |
| Artificial Intelligence & Machine Learning (AI/ML) | ML platform | Vertex AI AutoML models | Train high-quality custom machine learning models with minimal effort and machine learning expertise. | Amazon SageMaker Autopilot | Azure Cognitive Services |
| Artificial Intelligence & Machine Learning (AI/ML) | ML platform | Vertex AI custom training | Host your machine learning models and train them with the power and flexibility of TensorFlow, sci-kit-learn, XGBoost, and custom containers. | Amazon SageMaker | Azure Machine Learning |
| Artificial Intelligence & Machine Learning (AI/ML) | ML platform | Vertex AI custom-trained models | Host your trained models so that you can send them prediction requests with the power and flexibility of TensorFlow, sci-kit-learn, and XGBoost. | Amazon SageMaker | Azure AI Platform |
| Artificial Intelligence & Machine Learning (AI/ML) | ML platform | Vertex AI Workbench | Create instances running JupyterLab that come pre-installed with the latest data science and machine learning frameworks in a single click. | Amazon SageMaker | Azure Notebooks |
| Artificial Intelligence & Machine Learning (AI/ML) | Natural language processing | Natural Language AI | Derive insights from unstructured text using Google machine learning. | Amazon Comprehend | Azure Text Analytics |
| Artificial Intelligence & Machine Learning (AI/ML) | Personalization | Recommendations AI | Deliver highly personalized product recommendations at scale. | Amazon Personalize | Azure Personalizer |
| Artificial Intelligence & Machine Learning (AI/ML) | Speech Recognition | Speech-to-Text | Accurately convert speech into text using an API powered by Google's AI technologies. | Amazon Transcribe | Azure Speech to Text |
| Artificial Intelligence & Machine Learning (AI/ML) | Speech Synthesis | Text-to-Speech | Convert text into natural-sounding speech using an API powered by Google’s AI technologies. | Amazon Polly | Azure Text to Speech |
| Artificial Intelligence & Machine Learning (AI/ML) | Translation | Translation AI | Dynamically translate between languages using Google machine learning. | Amazon Translate | Azure Translator |
| Artificial Intelligence & Machine Learning (AI/ML) | Video intelligence | Video Intelligence API | Quickly categorize video content using thousands of predefined labels and create additional custom labels to suit your specific needs. | Amazon Rekognition Video | Azure Video Indexer |
| Artificial Intelligence & Machine Learning (AI/ML) | Image Recognition | Vision AI | 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. | Amazon Rekognition Image | Azure Computer Vision |
| Compute | Core compute | Cloud GPUs | Train and run machine learning models faster than before. | Amazon Elastic Compute Cloud (EC2) P3 | GPU Optimized VMs |
| Compute | Core compute | Cloud TPU | Train and run machine learning models faster than ever before. | AWS UltraClusters | Azure Virtual Machines |
| Compute | Core compute | Compute Engine | Accelerate your digital transformation with high-performance VMs. | Amazon Elastic Compute Cloud (EC2) | Azure Virtual Machines |
| Compute | Core compute | Compute Engine Autoscaler | Automatically add or delete VM instances from a managed instance group (MIG) based on increases or decreases in load. | AWS Autoscaling | Azure Autoscale, Azure Virtual Machine Scale Sets |
| Compute | Core compute | OS Login | Manage SSH access to your instances using IAM without having to create and manage individual SSH keys. | Amazon EC2 Instance Connect | |
| Compute | Core compute | Persistent Disk | Reliable, high-performance block storage for VM instances. | Amazon Elastic Block Store (EBS) | Azure Managed Disks |
| Compute | Core compute | SSH from the browser | Connect to a Compute Engine virtual machine (VM) instance using SSH with the Google Cloud console in your web browser. | AWS EC2 Instance Connect | Azure Bastion |
| Compute | Dedicated VMs | Sole-tenant nodes | Host your VMs on hardware dedicated only to your project. | Amazon EC2 Dedicated Host | Azure Dedicated Host |
| Compute | FaaS | Cloud Functions | Run your code with zero server management with this scalable, pay-as-you-go functions-as-a-service (FaaS) offering. | AWS Lambda | Azure Functions Serverless Compute |
| Compute | In fracture modernization | SAP on Google Cloud | Run SAP on Google Cloud. | SAP on AWS | SAP on Azure |
| Compute | PaaS | App Engine | Build highly scalable applications on a fully managed serverless platform. | AWS Elastic Beanstalk | Azure App Service |
| Compute | VMware connectivity | VMware Engine | Migrate and run your VMware workloads on Google Cloud. | VMware Cloud on AWS | Azure VMware Solution |
| Containers | CaaS | Google Kubernetes Engine | Secured and managed Kubernetes service with four-way autoscaling and multi-cluster support. | Amazon Elastic Kubernetes Service (EKS), Amazon Elastic Container Service (ECS) | Azure Kubernetes Service (AKS) |
| Containers | Container registry | Artifact Registry | Store, manage, and secure your container images. | Amazon Elastic Container Registry (ECR) | Azure Container Registry |
| Containers | Container Security | Binary Authorization | Require images to be signed by trusted authorities during the development process and then enforce signature validation when deploying. | ||
| Containers | Containers without infrastructure | Cloud Run | Develop and deploy highly scalable containerized applications on a fully managed serverless platform. | AWS Fargate, AWS Lambda, AWS App Runner | Azure Container Instances |
| Containers | Gaming | Game Servers | Deliver seamless multiplayer gaming experiences with simpler multicluster management. | Amazon GameLift | Azure for Gaming |
| Data analytics | Business intelligence | Looker | Explore, share, and visualize your company's data so that you can make better business decisions. | Amazon QuickSight | Microsoft Power BI |
| Data analytics | Data discovery and metadata management | Data Catalog | Discover, understand, and manage data at scale with a powerful search UI with seamless integration to BigQuery, Pub/Sub, and Cloud Storage, secured via IAM and Cloud Data Loss Prevention. | AWS Glue Data Catalog | Azure Purview, Azure Data Explorer |
| Data analytics | Data Integration / ETL | Cloud Data Fusion | Activate fully managed, cloud-native data integration at scale. | Amazon AppFlow, Amazon Data Pipeline, AWS Glue | Azure Data Factory |
| Data analytics | Data warehouse | BigQuery | Serverless, highly scalable, and cost-effective multi-cloud data warehouse designed for business agility. | Amazon Athena, Amazon Redshift | Azure Synapse Analytics |
| Data analytics | Data wrangling | Dataprep by Trifecta | An intelligent cloud data service to visually explore, clean, and prepare data for analysis and machine learning. | Amazon SageMaker Data Wrangler | Azure Data Factory |
| Data analytics | Messaging | Pub/Sub | Messaging and ingestion for event-driven systems and streaming analytics. | Amazon Simple Notification Service (SNS), Amazon Simple Queueing Service (SQS) | Azure Service Bus Messaging |
| Data analytics | Messaging | Pub/Sub Lite | Send and receive messages between independent applications using this zonal, real-time messaging service. | Amazon Simple Notification Service, Amazon Simple Queueing Service | Azure Service Bus Messaging |
| Data analytics | Open source processing | Dataproc | Deploy open-source data and analytics processing services (Apache Hadoop, Apache Spark, etc.) with improved efficiency and security. | Amazon Elastic MapReduce (EMR), AWS Batch, AWS Glue | Azure Data Lake Analytics, HDInsight |
| Data analytics | Query service | BigQuery | 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. | Amazon Redshift Spectrum | Azure Synapse Analytics |
| Data analytics | Stream data ingest | Pub/Sub | Create scalable messaging and ingestion for event-driven systems and streaming analytics. | Amazon Kinesis | Azure Event Hubs |
| Data analytics | Stream data processing | Dataflow | Unify stream and batch data processing that's serverless, fast, and cost-effective. | Amazon Kinesis | Azure Stream Analytics |
| Data analytics | Workflow orchestration | Cloud Composer | Author, schedule, and monitor pipelines that span across hybrid and multi-cloud environments using this fully managed workflow orchestration service built on Apache Airflow. | Amazon Data Pipeline, AWS Glue, Managed Workflows for Apache Airflow | Azure Data Factory |
| Database | Document data storage | Firestore | Easily develop rich applications using a fully managed, scalable, and serverless document database. | Amazon DocumentDB, AWS DynamoDB, AWS AppSync | Azure Cosmos DB |
| Database | In-memory data store | Memorystore | Reduce latency with scalable, secure, and highly available in-memory service for Redis and Memcached. | Amazon ElastiCache | Azure Cache |
| Database | NoSQL: Indexed | Datastore | A highly scalable NoSQL database for your web and mobile applications. | Amazon DynamoDB | Azure Cosmos DB |
| Database | NoSQL: Key-value | Cloud Bigtable | Run large analytical and operational workloads using this fully managed, scalable NoSQL database service. | Amazon DynamoDB | Azure Cosmos DB |
| Database | RDBMS | Cloud Spanner | Manage relational data with massive scale, strong consistency worldwide, and up to 99.999% availability. | Amazon Aurora | Azure SQL Database |
| Database | RDBMS | Cloud SQL | Manage relational data for MySQL, PostgreSQL, and SQL Server for workloads under 64 TB. | Amazon Relational Database Service (RDS), Amazon Aurora | Azure Database for MySQL and Azure Database for PostgreSQL |
| Database | Relational | Bare Metal Solution | Lift and shift Oracle workloads to Google Cloud. | Amazon RDS for Oracle | Azure Oracle Database Enterprise Edition |
| Developer tools | Client libraries | Cloud SDK | Tools and libraries for interacting with Google Cloud products and services. | AWS SDKs | Azure SDKs |
| Developer tools | Cloud development IDE plugin | Cloud Code for IntelliJ | Write, debug, and deploy your cloud-based applications for IntelliJ, VS Code, or any browser. | AWS Toolkit for IntelliJ | Azure Toolkit for IntelliJ |
| Developer tools | Cloud development IDE plugin | Cloud Code for VS Code | Write, debug, and deploy your cloud-based applications for IntelliJ, VS Code, or any browser. | AWS Toolkit for Visual Studio Code | Azure Tools for Visual Studio Code |
| Developer tools | Cloud-based IDE | Cloud Shell | Manage your infrastructure and develop your applications from any browser. | AWS CloudShell | Azure Cloud Shell |
| Developer tools | Command-line interface (CLI) | Cloud SDK | Tools and libraries for interacting with Google Cloud products and services. | AWS CLI | Azure CLI |
| Developer tools | Error handling | Error Reporting | Real-time exception monitoring and alerting for your applications. | ||
| Developer tools | Job scheduling | Cloud Scheduler | Fully managed cron job service. | Amazon CloudWatch | Azure Scheduler |
| Developer tools | No-code | AppSheet | Enable anyone to build business applications and automated workflows, without coding. | AppSheet, Amazon Honeycode | Microsoft Power Platform |
| Developer tools | Parallel task execution | Cloud Tasks | Control and observe asynchronous service requests between independent applications using this zonal, execution-control service. | Amazon Simple Queue Service (SQS), Amazon Simple Notification Service (SNS) | Azure Service Bus, Azure Storage Queues |
| Developer tools | PowerShell | Cloud Tools for PowerShell | Full cloud control from Windows PowerShell. | AWS Tools for PowerShell | Azure Tools for PowerShell |
| Enterprise | Abuse prevention | reCAPTCHA Enterprise | Help protect your website from fraudulent activity, spam, and abuse without creating friction. | AWS WAF CAPTCHA, AWS Fraud | Microsoft Dynamics Fraud |
| Enterprise | Marketplace | Marketplace | Scale procurement for your enterprise via online discovery, purchasing, and fulfillment of enterprise-grade cloud solutions. | AWS Marketplace | Azure Marketplace |
| Enterprise | ML workflows | Tensorflow Enterprise | Scale resources across CPUs, GPUs, and record-setting Cloud TPUs. | Tensorflow on AWS | Azure DataBricks |
| Enterprise | Solutions catalog | Private Catalog | Control internal enterprise solutions and make them easily discoverable. | AWS Service Catalog | Azure Custom Images, Azure API Management |
| Government services | Regulated services | Assured Workloads | Run more secure and compliant workloads on Google Cloud. | AWS GovCloud | Azure Government |
| Internet of things (IoT) | IoT platform | Cloud IoT | 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. | AWS IoT Core | Azure IoT Hub |
| Management tools | API management | API Gateway | Develop, deploy, secure, and manage APIs with a fully managed gateway. | Amazon API Gateway | Azure API Management |
| Management tools | API management | Apigee API Management | Design, secure, analyze, and scale APIs anywhere with visibility and control. | Amazon API Gateway | Azure API Management |
| Management tools | Cost management | Cost Management | Tools for monitoring, controlling, and optimizing your Google Cloud costs. | AWS Budgets | Azure Cost Management |
| Management tools | Deployment | Cloud Deployment Manager | Create and manage cloud resources with simple templates. | AWS CloudFormation | Azure Deployment Manager |
| Media | Encoding | Transcoder API | Convert video files and package them for optimized delivery to web, mobile, and connected TVs. | AWS Media Converter | Azure Media Services |
| Media | Streaming | Video Intelligence Streaming API | Stream videos with standard live streaming protocols like RTSP, RTMP, and HLS. | Live Streaming on AWS | Azure Media Services |
| Media | AI | Video AI | Enable powerful content discovery and engaging video experiences. | Amazon Rekognition Video | Azure Video Analyzer for Media |
| Migration | Container migration | Migrate for Anthos | Intelligently extract, migrate, and modernize applications to run natively on containers in GKE and Anthos clusters. | AWS App2Container | Azure Migrate |
| Migration | Server migration | Migrate for Compute Engine | Migrate VM instances to Google Cloud from AWS, Azure, or VMWare VSphere. | AWS Server Migration Service | Azure Migrate |
| Migration | SQL database migration | Database Migration Service | Migrate databases to Cloud SQL from on-premises, Compute Engine, and other clouds. | AWS Database Migration Service | Azure Database Migration Service |
| Migration | Storage migration | Storage Transfer Service | Complete large-scale online data transfers from online and on-premises sources to Cloud Storage. | AWS Storage Gateway | Azure Migrate |
| Migration | Storage migration | Transfer Appliance | Securely migrate large volumes of data (from hundreds of terabytes up to one petabyte) to Google Cloud without disrupting business operations. | AWS Snowball | Azure Data Box |
| Networking | CDN | Cloud CDN | Serve web and video content globally, efficiently, and reliably. | Amazon CloudFront | Azure Content Delivery Network |
| Networking | Connectivity Management | Network Connectivity Center | Reimagine how you deploy, manage, and scale your networks on Google Cloud and beyond. | Amazon Transit Gateway, Amazon CloudWAN | Azure Virtual WAN |
| Networking | Domains and DNS | Cloud DNS | Publish your zones and records in DNS without the burden of managing your own DNS servers and software. | Amazon Route 53 | Azure DNS |
| Networking | Domains and DNS | Cloud Domains | Register and configure a domain in Google Cloud. | Amazon Route 53 | Azure App Service |
| Networking | Load balancer | Cloud Load Balancing | Efficiently distribute network traffic across Compute Engine VMs. | AWS Elastic Load Balancing | Azure Load Balancing |
| Networking | Network monitoring | Network Intelligence Center | Centralize your network monitoring functions to verify network configurations, optimize network performance, increase network security, and reduce troubleshooting time. | AWS CloudWatch | Azure Network Watcher |
| Networking | Network security | Cloud VPN | Connect your peer network to your Virtual Private Cloud (VPC) network through an IPsec VPN connection. | AWS Virtual Private Network (VPN) | Azure Virtual Private Network (VPN) |
| Networking | Premium networking | Network Service Tiers | Optimize your network for performance or cost. | ||
| Networking | Service mesh | Traffic Director | 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. | AWS App Mesh | Azure Service Fabric Mesh |
| Networking | Services | Service Directory | Publish, discover, and connect services from a single directory. | AWS Cloud Map | Consul on Azure |
| Networking | Virtual networks | Cloud NAT | Send and receive packets using Google Cloud private GKE clusters or Compute Engine VM instances with no external IP address. | Amazon VPC NAT instances | Azure NAT |
| Networking | Virtual networks | Virtual Private Cloud (VPC) | Provide managed networking functionality for your cloud-based services running on Compute Engine VM instances, Google Kubernetes Engine, App Engine flexible environment instances, and other Google Cloud products built on Compute Engine VMs. | Amazon Virtual Private Cloud (VPC) | Azure Virtual Network |
| Networking | Web application firewall | Google Cloud Armor | Help protect your applications and websites against denial of service and web attacks. | AWS WAF | Azure WAF |
| Operations | Audit logging | Cloud Audit Logs | Log all user activity on Google Cloud. | AWS CloudTrail | Azure Audit Logs |
| Operations | Debugging | Cloud Debugger | Investigate your code's behavior in production. | AWS X-Ray | Azure Monitor Application Insights Snapshot Debugger |
| Operations | Logging | Cloud Logging | Manage logging and analysis in real-time at scale. | Amazon CloudWatch Logs | Azure Monitor Logs |
| Operations | Monitoring | Cloud Monitoring | Monitor the performance, availability, and health of your applications and infrastructure. | Amazon CloudWatch | Azure Monitor |
| Operations | Performance tracing | Cloud Trace | Find performance bottlenecks in production. | AWS X-Ray | Azure Monitor Application Insights Distributed Tracing |
| Operations | Profiling | Cloud Profiler | Understand resource consumption in your code and see the ways the code is actually called. | Amazon CodeGuru Profiler | Azure Monitor Application Insights Profiler |
| Security & identity | Certificate management | Certificate Authority Service | Simplify the deployment and management of private certificate authorities without managing infrastructure. | AWS Certificate Manager | Azure Active Directory Certificate Authority |
| Security & identity | CAM | Identity Platform | 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. | Amazon Cognito | Azure Active Directory B2C |
| Security & identity | Cloud provider access management | Access Transparency and Access Approval | Help expand visibility and control over your cloud provider with admin access logs and approval controls. | ||
| Security & identity | Container security | Artifact Registry | Deploy only trusted containers on GKE. | Amazon Elastic Container Registry (ECR) | Azure Container Registry |
| Security & identity | Container security | Container Analysis | Perform vulnerability scans on container images in Artifact Registry and Container Registry, and monitor vulnerability information to keep it up to date. | Amazon ECR Image Scanning | Azure Defender for container registries |
| Security & identity | Container security | Container Security | Secure your container environment on Google Cloud, GKE, or Anthos. | Security in Amazon Elastic Container Service (ECS) | Container Security in Azure Security Center |
| Security & identity | Data loss prevention (DLP) | Cloud Data Loss Prevention | Discover, classify, and help protect your most sensitive cloud data. | Amazon Macie | Azure Information Protection |
| Security & identity | Encryption | Confidential Computing | Encrypt data in use with Confidential Computing and Confidential GKE Nodes. | AWS Nitro Enclaves | Azure Confidential Computing |
| Security & identity | Exfiltration prevention | VPC Service Controls | Isolate resources of multi-tenant Google Cloud services to help mitigate data exfiltration risks. | ||
| Security & identity | Hardware security module (HSM) | Cloud HSM | Host encryption keys and perform cryptographic operations in a cluster of FIPS 140-2 Level 3 certified hardware security modules (HSMs). | AWS CloudHSM | Azure Dedicated HSM |
| Security & identity | I AM | Cloud Identity | Centrally manage users and groups, federate identities between Google and other identity providers, such as Active Directory and Azure Active Directory. | AWS Identity Services | Azure Active Directory |
| Security & identity | I AM | Identity and Access Management | Provide fine-grained access control and visibility for centrally managing resources. | Amazon Identity and Access Management | Azure Identity Management |
| Security & identity | I AM | Identity-Aware Proxy (IAP) | Use identity and context to guard access to your applications and VMs. | AWS Systems Manager | Azure Bastion |
| Security & identity | I AM | Managed Service for Microsoft Active Directory | Use a highly available, hardened service running actual Microsoft Active Directory (AD). | AWS Managed Microsoft AD | Azure Active Directory |
| Security & identity | Resource monitoring | Cloud Asset Inventory | View, monitor, and analyze all your Google Cloud and Anthos assets across projects and services using this metadata inventory service. | AWS Config | Azure Security Control |
| Security & identity | Resource monitoring | Resource Manager | Hierarchically manage resources by project, folder, and organization. | AWS OpsWorks | Azure Resource Manager |
| Security & identity | Secret management | Secret Manager | Store API keys, passwords, certificates, and other sensitive data. | AWS Secrets Manager | Azure Key Vault |
| Security & identity | Security administration | Cloud Key Management Service | Manage encryption keys on Google Cloud. | AWS Key Management Service (KMS) | Azure Key Vault |
| Security & identity | Security and risk management | Security Command Center | Security and risk management platform for Google Cloud. | Amazon Guard Duty, AWS Security Hub | Azure Security Center, Azure Defender |
| Security & identity | Zero trust | BeyondCorp Enterprise | Enable secure access to critical applications and services, with integrated threat and data protection. | Azure AD Conditional Access | |
| Serverless | Build | Cloud Storage for Firebase | Store and serve user-generated content from Firebase apps, such as photos or videos, including bandwidth-friendly transactions and automated ML, synced automatically in real-time. | AWS Simple Storage Service (S3) | Azure Blob Storage |
| Serverless | Build | Firebase Auth | Sign in users to your Firebase app, either by using Firebase UI as a complete drop-in authentication solution or by using the Firebase Authentication SDK to manually integrate one or several sign-in methods into your app. | Amazon Cognito | Azure Active Directory (AD) |
| Serverless | Build | Firebase Hosting | Provides fast and secure hosting for your Firebase web app, static and dynamic content, and microservices, including a generous free tier. | AWS Simple Storage Service (S3) | GitHub Pages, Static Web Apps |
| Serverless | Build | Firebase Realtime Database | Store and sync data from your Firebase application with our NoSQL cloud database. Data is synced across all clients in real-time and remains available when your application goes offline. | AWS DynamoDB + AppSync | Azure Cosmos DB |
| Serverless | Engage | Firebase A/B Testing | 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. | Amazon Pinpoint | Azure Playfab |
| Serverless | Engage | Firebase Cloud Messaging | Send and receive notifications across platforms with this reliable and battery-efficient connection between your server and devices, including iOS, Android, and the web. | Amazon Device Messaging (ADM), Amazon Simple Notification Service (SNS) | Azure Notification Hubs |
| Serverless | Engage | Firebase Dynamic Links | 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. | ||
| Serverless | Engage | Firebase In-App Messaging | Engage active users of your Firebase application by sending them targeted, contextual messages to complete key actions, such as beating a game level, buying an item, or subscribing to content. | Amazon Device Messaging (ADM), Amazon Simple Notification Service (SNS) | Azure Notification Hubs |
| Serverless | Engage | Firebase Remote Config | Change the behavior and appearance of your Firebase application on the fly from the Firebase console, and then track performance in Firebase Analytics. Customize by audience segment, release new content, and A/B test to validate improvements, all without waiting for App Store approval. | Azure App Configuration | |
| Serverless | Engage | Google Analytics | 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 Firebase SDK and integrate into the Google ecosystem (BigQuery, Data Studio, Play, AdMob, Ads, and Firebase). | ||
| Serverless | Event handling | Eventarc | Asynchronously deliver events from Google services, SaaS, and your own apps using loosely coupled services that react to state changes. | AWS EventBridge | Azure Event Grid |
| Serverless | Kubernetes platform | Knative | Build, deploy, and manage modern serverless workloads on a Kubernetes-based platform. | AWS Fargate | Azure Kubernetes Service |
| Serverless | Mobile FaaS | Firebase Cloud Functions | Run your mobile backend code without managing servers. | AWS Lambda | Azure Functions Serverless Compute |
| Serverless | Monetization | AdMob and Firebase | Google AdMob is an easy way to monetize mobile apps with targeted, in-app advertising. | Mobile Ads | Amazon Publisher Services, Azure API Management |
| Serverless | Release & monitor | Firebase App Distribution | Distribute your Firebase apps to trusted testers quickly and easily. | Azure App Center | |
| Serverless | Release & monitor | Firebase Crashlytics | Get real-time, actionable insight into Firebase application issues with this native crash reporting solution for iOS, Android, and Unity, including streaming data export. | Azure App Center | |
| Serverless | Release & monitor | Firebase Performance Monitoring | Get insight into your Firebase app's performance with a comprehensive list of performance metrics including network calls, CPU and memory usage, and custom metrics. | ||
| Serverless | Release & monitor | Firebase Test Lab | Test your Firebase application on devices hosted in a Google data center. | AWS Device Farm | Azure App Center |
| Serverless | Workflow orchestration | Workflows | Orchestrate and automate Google Cloud and HTTP-based API services with serverless workflows. | AWS Step Functions | Azure Logic Apps |
| Storage | Block storage | Persistent Disk | Store data from VM instances running in Compute Engine or GKE, Google Cloud's state-of-the-art block storage offering. | Amazon Elastic Block Store (EBS) | Azure Disk Storage |
| Storage | File storage | Filestore | Provide fully managed NFS file servers on Google Cloud for applications running on Compute Engine VMs (VMs) instances or GKE clusters. | Amazon Elastic File System (EFS) | Azure Disk Storage, Azure Files |
| Storage | Infrequently accessed object storage | Cloud Storage Archive | Store infrequently accessed data using Google Cloud's ultra-low-cost, highly durable, highly available archival storage. | Amazon S3 Glacier | Azure Archive Storage |
| Storage | Object storage | Cloud Storage | Store any amount of data and retrieve it as often as you'd like, using Google Cloud's object storage offering. | AWS Simple Storage Service (S3) | Azure Blob Storage |
Google cloud computing services pricing
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