Here are 100 chapter titles for a book on Serverless Computing, progressing from beginner to advanced concepts, with a software engineering focus:
I. Foundations of Serverless Computing:
- Introduction to Serverless Computing: Concepts and Benefits
- Understanding the Serverless Paradigm: Functions and Backend as a Service (BaaS)
- Serverless vs. Traditional Computing: A Comparative Analysis
- Key Characteristics of Serverless Architectures: Scalability, Cost-Effectiveness, Agility
- Use Cases for Serverless Computing: Web Applications, APIs, Data Processing
- Serverless Providers: AWS Lambda, Azure Functions, Google Cloud Functions
- Setting Up Your Serverless Development Environment
- Serverless Frameworks and Tools: Streamlining Development
- Building Your First Serverless Function
- Understanding Serverless Event-Driven Architecture
II. Serverless Functions (FaaS):
- Function as a Service (FaaS) Deep Dive
- Event Triggers for Serverless Functions: HTTP Requests, Queues, Databases
- Function Execution Context: Environment Variables, Dependencies
- Handling Function Input and Output
- Function Versioning and Deployment
- Testing Serverless Functions: Unit, Integration, and End-to-End
- Debugging Serverless Functions: Local and Cloud Debugging
- Function Composition: Chaining and Orchestrating Functions
- Serverless Function Best Practices: Code Structure, Performance Optimization
- Advanced Function Concepts: Concurrency, Cold Starts, and State Management
III. Serverless Backends (BaaS):
- Backend as a Service (BaaS) Overview
- Serverless Databases: NoSQL and Serverless SQL
- Serverless Authentication and Authorization
- Serverless Storage: Object Storage, File Storage
- Serverless APIs: Building and Deploying RESTful APIs
- Serverless GraphQL: Implementing GraphQL APIs
- Serverless Messaging: Queues, Pub/Sub
- Serverless Data Streaming: Real-time Data Processing
- Integrating BaaS with FaaS
- Building a Complete Serverless Application with BaaS
IV. Serverless Architectures:
- Designing Serverless Architectures: Microservices, Event-Driven, API-First
- API Gateway: Managing and Securing Serverless APIs
- Serverless Event Bus: Asynchronous Communication between Services
- Orchestrating Serverless Workflows: Step Functions, Durable Functions
- Building Scalable and Resilient Serverless Systems
- Serverless Design Patterns: CQRS, Event Sourcing
- Multi-Cloud Serverless Architectures
- Hybrid Serverless Deployments
- Serverless Architecture Best Practices
- Architecting for Cost Optimization in Serverless
V. Serverless Deployment and Management:
- Serverless Deployment Tools and Frameworks (e.g., Serverless Framework, AWS SAM)
- Infrastructure as Code (IaC) for Serverless: CloudFormation, Terraform
- Continuous Integration and Continuous Deployment (CI/CD) for Serverless
- Automated Testing for Serverless Applications
- Monitoring and Logging Serverless Applications
- Tracing Serverless Requests: Distributed Tracing Tools
- Security Best Practices for Serverless Deployments
- Managing Serverless Environments
- Serverless Deployment Strategies: Blue/Green, Canary
- Automating Serverless Operations
VI. Serverless Security:
- Security Challenges in Serverless Computing
- Identity and Access Management (IAM) for Serverless
- Protecting Serverless Functions: Input Validation, Security Hardening
- Securing Serverless APIs: Authentication, Authorization, Rate Limiting
- Data Security in Serverless: Encryption, Access Control
- Vulnerability Scanning for Serverless Applications
- Security Auditing and Compliance for Serverless
- OWASP Serverless Top 10
- Serverless Security Best Practices
- Building Secure Serverless Applications
VII. Serverless Performance Optimization:
- Performance Considerations in Serverless Computing
- Cold Starts: Understanding and Mitigating Their Impact
- Optimizing Function Execution Time
- Memory Management in Serverless Functions
- Network Performance in Serverless
- Caching Strategies for Serverless Applications
- Load Testing Serverless Applications
- Performance Monitoring and Tuning
- Serverless Performance Best Practices
- Building High-Performance Serverless Applications
VIII. Serverless Integrations:
- Integrating Serverless with Databases
- Integrating Serverless with Messaging Systems
- Integrating Serverless with APIs
- Connecting Serverless to Third-Party Services
- Building Serverless Integrations with Event-Driven Architectures
- API Orchestration and Integration in Serverless
- Serverless ETL Pipelines
- Integrating Serverless with Legacy Systems
- Serverless Integration Patterns
- Building Complex Serverless Integrations
IX. Serverless and DevOps:
- DevOps Practices for Serverless Computing
- CI/CD for Serverless Applications
- Infrastructure as Code for Serverless
- Monitoring and Observability for Serverless
- Automated Testing for Serverless
- Serverless Deployment Automation
- Serverless DevOps Best Practices
- Building a Serverless DevOps Pipeline
- Serverless and Agile Development
- Serverless and DevSecOps
X. Advanced Serverless Topics:
- Serverless and Machine Learning
- Serverless and IoT
- Serverless and Data Streaming
- Serverless and Real-time Processing
- Serverless and GraphQL
- Serverless and WebAssembly
- Serverless and Edge Computing
- The Future of Serverless Computing
- Building a Serverless Center of Excellence
- Serverless Case Studies and Real-World Examples