Cloud Services Explained

Shiva

1 year ago

To make cloud services easy to understand, let’s compare them to different parts of building a house by taking AWS services as baseline.

Analogy: The Construction Workers
EC2 instances are like the workers who do the heavy lifting in building your house. They are the servers (virtual machines) that provide the computing power needed to run your applications.
Equivalent Services:
- Azure: Virtual Machines (VMs)
- GCP: Compute Engine

Analogy: The Storage Rooms or Warehouse
S3 is like the storage room where you keep all your materials and tools. It’s a scalable storage service where you can store any amount of data and retrieve it when needed.
Equivalent Services:
- Azure: Blob Storage
- GCP: Cloud Storage

Analogy: The Blueprint and Design Plans
RDS is like the blueprint that dictates how everything should be structured. It manages databases that help store and organize all the data used in your application.
Equivalent Services:
- Azure: Azure SQL Database
- GCP: Cloud SQL

Analogy: The Electricians and Plumbers
Lambda functions are like electricians or plumbers who come in to do specific jobs when needed. It’s a serverless computing service that runs code in response to events and automatically manages the computing resources.
Equivalent Services:
- Azure: Azure Functions
- GCP: Cloud Functions

Analogy: The Architect’s Blueprint
CloudFormation is like the architect’s detailed blueprint. It defines and provisions all the infrastructure resources in a repeatable and systematic way.
Equivalent Services:
- Azure: Azure Resource Manager (ARM) Templates
- GCP: Deployment Manager

Analogy: The Fencing Around Your Property
VPC is like the fence around your house, ensuring that only authorized people can enter. It provides a secure network environment to host your resources.
Equivalent Services:
- Azure: Virtual Network (VNet)
- GCP: Virtual Private Cloud (VPC)

Analogy: The Security Guards
IAM is like the security guards who control who has access to different parts of the house. It manages user permissions and access control for your AWS resources.
Equivalent Services:
- Azure: Azure Active Directory (AAD)
- GCP: Identity and Access Management (IAM)

Analogy: The Security Cameras
CloudWatch is like the security cameras that monitor what’s happening around your house. It collects and tracks metrics, collects log files, and sets alarms.
Equivalent Services:
- Azure: Azure Monitor
- GCP: Stackdriver Monitoring

Analogy: The Plumber Connecting Pipes
AWS Glue is like the plumber who connects different pipes together, ensuring that water flows where it’s needed. It’s a fully managed ETL service that prepares and loads data.
Equivalent Services:
- Azure: Azure Data Factory
- GCP: Cloud Dataflow

Analogy: The Architect’s Design Studio
SageMaker is like the design studio where architects draft, refine, and finalize their designs. It’s a fully managed service that provides tools to build, train, and deploy machine learning models at scale.
Equivalent Services:
- Azure: Azure Machine Learning
- GCP: AI Platform
- Snowflake: Snowflake Snowpark (for building data-intensive ML workflows)
- Databricks: Databricks Machine Learning Runtime, MLflow

Analogy: The Surveyor Team
EMR with PySpark is like a team of surveyors who analyze the land and prepare it for construction. It’s a cloud-native big data platform that allows you to process large amounts of data using Apache Spark, Hadoop, and other big data frameworks.
Equivalent Services:
- Azure: Azure HDInsight (with Spark)
- GCP: Dataproc

Analogy: The Translator
AWS Comprehend is like a translator who interprets different languages and makes sense of them. It’s a natural language processing (NLP) service that uses machine learning to find insights and relationships in text.
Equivalent Services:
- Azure: Azure Cognitive Services Text Analytics
- GCP: Cloud Natural Language

Analogy: The Security Camera with Facial Recognition
Rekognition is like a high-tech security camera that not only captures images but also recognizes faces and objects. It’s a service that makes it easy to add image and video analysis to your applications.
Equivalent Services:
- Azure: Azure Cognitive Services Computer Vision
- GCP: Cloud Vision API

Analogy: The Interior Designer
AWS Personalize is like an interior designer who personalizes the living spaces according to the homeowner’s preferences. It’s a machine learning service that provides personalized product recommendations based on customer behavior.
Equivalent Services:
- Azure: Azure Personalizer
- GCP: Recommendations AI

Analogy: The Weather Forecasting Team
AWS Forecast is like the weather forecasting team that predicts future conditions based on data patterns. It’s a service that uses machine learning to deliver highly accurate forecasts.
Equivalent Services:
- Azure: Azure Machine Learning (for time-series forecasting)
- GCP: AI Platform Time Series Insights

Analogy	Service Category	AWS Service	Azure	GCP
Construction Workers	Compute	EC2	Virtual Machines	Compute Engine
Storage Rooms	Storage	S3	Blob Storage	Cloud Storage
Blueprint/Design Plans	Databases	RDS	Azure SQL Database	Cloud SQL
Electricians/Plumbers	Serverless Computing	Lambda	Azure Functions	Cloud Functions
Architect’s Blueprint	Infrastructure as Code	CloudFormation	ARM Templates	Deployment Manager
Property Fencing	Networking	VPC	Virtual Network (VNet)	Virtual Private Cloud
Security Guards	Identity & Access	IAM	Azure Active Directory	IAM
Security Cameras	Monitoring	CloudWatch	Azure Monitor	Stackdriver Monitoring
Plumber Connecting Pipes	ETL/Data Integration	Glue	Data Factory	Cloud Dataflow
Architect’s Design Studio	Machine Learning	SageMaker	Azure Machine Learning	AI Platform
Surveyor Team	Big Data Processing	EMR with PySpark	HDInsight (with Spark)	Dataproc
Translator	Natural Language Processing	Comprehend	Cognitive Services Text Analytics	Cloud Natural Language
Security Camera with Facial Recognition	Image/Video Analysis	Rekognition	Cognitive Services Computer Vision	Cloud Vision API
Interior Designer	Personalization	Personalize	Personalizer	Recommendations AI
Weather Forecasting Team	Time Series Forecasting	Forecast	Machine Learning (Time Series)	AI Platform Time Series Insights