💡 Serverless Architecture

🪕 1. Core Serverless Concepts

• cencus: 人口普查
• Type of Serverless Services: Storage, Compute, Other (AI)

🪕 2. Serverless Service Patterns

• Serverless services
• Storage: Object storage and data lakes
• Events: Handling messages and streams

📑 Are microservices always serverless

2 exmaples: db shared monolith and cloud-native

📑 Events and microservice serverless data

📑 Common 3rd API patterns

📑 Compute: Cloud functions Lambda

📑 Function layers and SAR

• Compute Services Languges:

  Vendor	Serverless Compute	languages
  AWS	AWS Lambda	Any
  Azure	Azure Functions	C#, F#, Java, Node.js
  Alibaba	Function Compute Service	Java, PHP, Python, Node.js
  GCP	GCP Functions	Python, Node.js

📑 Function deployment patterns

📑 What are serverless containers

Considering Coontainers and Compute

🪕 3. Cloud-Native Serverless Architectures

• Building cloud-native architectures

  Function	Type
  Persistence	Files, data
  Streaming info	Messages, streams
  Transform or query	ETL, SQL, machine learning
  Security	Authentication, logging, security
  Compute	Functions

• Pattern: Incorporating 3rd APIs

  • Geocoder API
  • HERE technology
  • AWS Lambda
  • AWS Blueprint, S3, Serverless (us-east-1)
  • IAM Policy, AWS Secrets Manager

• Pattern: Event notifications (pub/sub broker)

  • AWS SNS queue

• Pattern: Handle IoT (Internet of Things) events

  • AWS IoT services for industrial, consumer, commercial solutions

• Pattern： Scalable search

  • Query and Present

  Data	Service	Location
  Relational	RDS Aurora Serverless	S3
  Warehouse	Redshift Serverless	S3
  Presentation	QuickSight	Jupyter

• Pattern: ML (machine learning) classification

  
• Pattern: Real-time analysis and ML (GCP)
• Pattern: Data lakes

🪕 4. Emergent Serverless

• Emergent serverless architectures
• Pattern: Migrate data warehouse
• Pattern: Enterprise IoT
• Pattern: Genomic analysis
• Pattern: CI/CD pipeline

🪕 5. Conclusion

• ETL:
• Paas:
• infrastructure vs structure
• IAM: Identity and access management, user, role, policy

Serverless 云函数，比如文件上传、消息队列中的消息事件、定时器事件，也可以是 IoT 设备的某个事件。还可以用于一些文件处理，比如图像处理、音视频处理和日志分析等场景。

🪕 6. Read more

• Reactive Microservices Architecture
• Building Evolutionary Architectures
• Azure Serverless Computing
• AWS for Architects series