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Home > Web Development > Design > Design Microservices Architecture with Patterns and Principles
Design Microservices Architecture with Patterns and Principles
Design Microservices Architecture with Patterns and Principles

Design Microservices Architecture with Patterns and Principles: Learn the basics for transforming monolithic systems to scalable and highly available microservices

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Profile Icon Mehmet Ozkaya
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Video Jul 2023 17hrs 12mins 1st Edition
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Key benefits

  • Explore microservices, independent modular components enabling flexible development and deployment
  • Learn to scale unaided, handle varying workloads efficiently and ensure optimal performance
  • Isolate faults to ensure service failures do not impact entire systems, ensure resilience/tolerance

Description

Microservices is an architectural approach where an application is composed of small, loosely coupled, and independently deployable services. Each service focuses on a specific business capability and can be developed, deployed, and scaled independently. This course covers designing microservices architecture using patterns, principles, and best practices. Explore high availability, scalability, low latency, and network resilience. We will transition from monolithic to event-driven and serverless microservices and learn decomposition strategies, communication methods, data management, caching, and deployment techniques. We will understand resilience, observability, and monitoring, and apply design patterns. We will address database-per-service, API gateway, event sourcing, SAGA, and more. We will review code repositories, utilize event streaming, and implement health checks. Discover DevOps, CI/CD pipelines, deployment strategies, and infrastructure as code. Gain insights into serverless microservices on AWS. We will engage in code review, refactor systems, and prepare for architecture interviews. Upon completion, you will learn to handle requests by designing systems for high availability and scalability, low latency, and resilience to network failures on microservices distributed architectures.

Who is this book for?

This course is ideal for individuals seeking to become proficient in software architecture, explicitly focusing on understanding microservices architecture through real-world cases. It is also designed for those who aim to pass system design architecture interviews successfully. This course is prepared to keep in mind beginners, but familiarity with the basics of software architecture is desirable.

What you will learn

  • Evolve from monolithic to the microservices architecture
  • Implement effective microservices decomposition strategies
  • Utilize communication patterns and API gateways
  • Manage data and distributed transactions in microservices
  • Enhance resilience and observability for microservices

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Jul 18, 2023
Length: 17hrs 12mins
Edition : 1st
Language : English
ISBN-13 : 9781805126782
Category :
Web Development
Concepts :
Design

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Publication date : Jul 18, 2023
Length: 17hrs 12mins
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Language : English
ISBN-13 : 9781805126782
Category :
Web Development
Concepts :
Design

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Table of Contents

24 Chapters
Course Introduction Chevron down icon Chevron up icon
Introduction
Architecture Design Journey - Evolution of Architectures
Way of Learning - The Course Flow
Choosing the Right Architecture for Your Application
How to Follow the Course and Course Slides
Understand E-Commerce Domain Chevron down icon Chevron up icon
First Problem: Sell Products Online
Understand E-Commerce Domain - Use Cases - Functional Requirement
Understand E-Commerce Domain - Non-Functional Requirements
Monolithic Architecture Chevron down icon Chevron up icon
Introduction - Monolithic Architecture
When to Use Monolithic Architecture
Benefits of Monolithic Architecture
Challenges of Monolithic Architecture
Design Principles of Monolithic Architecture -- KISS, YAGNI, DRY
Design the Architecture - E-Commerce App - KISS and YAGNI
Design and Iterate Monolithic Architecture - E-Commerce Application
Evaluate Monolithic Architecture - E-Commerce Application
Problem: Code Becomes Too Complex over Time - Monolithic Architecture - E-Commerce
Layered (N-Layer) Architecture Chevron down icon Chevron up icon
Layered (N-Layer) Architecture
Design Principles - Separation of Concerns (SoC)
Design principles - SOLID
Design the Architecture - E-Commerce App - Layered Architecture
Adapt Technology Stack - E-Commerce App - Layered Architecture
Demo: Layered Monolithic Architecture Code Review - E-Commerce App
Evaluate Layered Monolithic Architecture
Problem: Highly Coupling Dependent Layers
Clean Architecture Chevron down icon Chevron up icon
Introduction the Clean Architecture
What Is Clean Architecture?
The Dependency Rule
Layers of Clean Architecture
Benefits of Clean Architecture
Design the Architecture - Clean Architecture - E-Commerce App
Adapt Clean Architecture - E-Commerce App
Demo: Clean Architecture Code Review - E-Commerce App
Evaluate Clean Architecture
Problem: Increased Traffic, Handle More Requests
Scalability - Vertical Scaling - Horizontal Scaling Chevron down icon Chevron up icon
Introduction Scalability - Why We Need to Scale
Scalability - Vertical Scaling - Horizontal Scaling
Vertical Scaling - Scale Up
Horizontal Scaling - Scale Out
What Is Load Balancer? Use Load Balancer to Split the Load with Consistent Hashing
Design the Architecture - Scalability - E-Commerce App
Adapt the Architecture - Scalability - Load Balancer - E-Commerce App
Evaluate: Clean Architecture with Scalability - Load Balancer - E-Commerce App
Problem: Agility of New Features, Split Agile Teams
Modular Monolithic Architecture Chevron down icon Chevron up icon
Introduction - Modular Monolithic Architecture
What Is Modular Monolithic Architecture?
Benefits of Modular Monolithic Architecture
Challenges of Modular Monolithic Architecture
When to Use Modular Monolithic Architecture
Monolith First Approaches from Martin Fowler and Sam Newman
Monolithic Architecture Vertical Considerations, Communications of Monolithic
Transaction Management of Monolithic Architecture
Deployments of Monolithic Architecture
Design the Architecture - Modular Monolithic Architecture - E-Commerce App
Evaluate: Complexity of Presentation UI Operations- Modular Monolithic Architect
Problem: Improved customer experience with Separated UI and Omnichannel
Headless Architecture and Separated Presentation with SPA
Design the Architecture - Modular Monolithic Architecture with SPA - Separated UI
Adapt the Architecture - Modular Monolithic Architecture with SPA - Separated UI
DEMO: Modular Monolithic Architecture Code Review - E-Commerce App
Evaluate: Modular Monolithic Architecture with SPA
Problem: Agility of New Features, Split Agile Teams
Microservices Architecture Chevron down icon Chevron up icon
Introduction - Microservices Architecture
What Are Microservices?
What Is Microservices Architecture?
Microservices Characteristics
Benefits of Microservices Architecture
Challenges of Microservices Architecture
When to Use Microservices Architecture - Best Practices
When Not to Use Microservices - Anti-Patterns of Microservices
Monolithic Versus Microservices Architecture Comparison
The Database-Per-Service Pattern - Polyglot Persistence
Design the Architecture - Microservices Architecture - First Iteration
Adapt the Architecture - Microservices Architecture - First Iteration
Evaluate: Microservices Architecture - First Iteration
Problem: Break Down Application into Microservices
Decomposition of Microservices Architecture Chevron down icon Chevron up icon
Introduction - Decomposition of Microservices Architecture
Why Do We Need to Decompose? - The Scale Cube
Microservices Decomposition Pattern - Decompose by Business Capability
Microservices Decomposition Pattern - Decompose by Subdomain
Bounded Context Pattern (Domain-Driven Design - DDD)
Identify Bounded Context Boundaries for Each Microservices
Using Domain Analysis to Model Microservices and Checklist after Decomposition
Analysis E-Commerce Domain - Use Cases
Analysis E-Commerce Domain - Nouns and Verbs
Identifying and Decomposing Microservices for E-Commerce Domain
Design and Adapt Microservices Architecture with Decomposition Patterns
Evaluate and Problem Microservices Architecture and Client-Service Communication
Microservices Communications - The Basics Chevron down icon Chevron up icon
Introduction - Microservices Communications - The Basics
What Is Changed for Communications Between Monolithic to Microservices
Microservices Communication Types - Synchronous or Asynchronous Communication
Microservices Communication Styles Request-Driven or Event-Driven Architecture
Microservices Synchronous Communications and Best Practices
Designing HTTP-Based RESTful APIs for Microservices
RESTful API Design for Microservices
RESTful API Design for Single Microservices
RESTful API Design for E-Commerce Microservices
API Versioning in Microservices RESTful APIs
Design Microservices Architecture with RESTful API Design
Evaluate: Microservices Architecture with RESTful API Design
Problem: Multiple Request (N+1) for Retrieving Relational Data
Graph: QLA Query Language for APIs
Graph: QL Core Concepts, Schemas, Queries, Mutations, and Resolvers
Advantages and Disadvantages of GraphQL
REST Versus GraphQL APIs
Fetching Data with REST and GraphQL
Design and Evaluate: Microservices Architecture with GraphQL API Design
Problem: Inter-Service Communication Makes Heavy Load on Network Traffic
gRPC: High Performance Remote Procedure Calls
How gRPC Works
Main Advantages of gRPC
When to Use gRPC? Use Cases of gRPC
gRPC Usage in Microservices Communication
Design and Evaluate Microservices Architecture with gRPC API Design
Problem: Chat with Support Agent to Answer Customer Queries
WebSocket API Real-Time Two-Way Communications
When to Use WebSocket API and Use Cases of WebSocket API
Design and Evaluate Microservices Architecture with WebSocket API Design
Problem: Direct Client-to-Service Communication
Microservices Communication Patterns - API Gateways Chevron down icon Chevron up icon
Introduction: Microservices Communication Patterns - API Gateways
Problems of Direct-to-Microservices Communication
Why Should We Use API Gateway?
The Solution - API Gateway Patterns
Gateway Routing pattern
Gateway Aggregation Pattern
Gateway Offloading Pattern
API Gateway Pattern
Main Features of API Gateway Pattern
A Request Flow of API Gateway Pattern
Design and Evaluate: Microservices Architecture with API Gateway Design
Problem: Client Apps Have Different UI Requirements
Backends for Frontends Pattern-BFF
Design and Evaluate: Microservices Architecture with Backends for Frontend Pattern
Service-to-Service Communications Between Backend Internal Microservices
Service-to-Service Communications Chain Queries
Problem: Service-to-Service Communications Chain Queries
Service Aggregator Pattern - Microservices Communications Design patterns
Service Registry/Discovery Pattern - Microservices Communications Design pattern
Design and Evaluate: Microservices Architecture with Service Aggregator, Registry
Adapt the Architecture - Microservices Architecture - Second Iteration
Problem: Long Running Operations Can't Handle Sync Communication
Microservices Asynchronous Message-Based Communication Chevron down icon Chevron up icon
Introduction - Microservices Asynchronous Message-Based Communication
Microservices Asynchronous Communication
Benefits of Asynchronous Communication
Challenges of Asynchronous Communication
Asynchronous Message-Based Communication Types in Microservices Architecture
Single-Receiver Message-Based Communication (One-to-One Model-Queue)
Multiple-Receiver Message-Based Communication (One-to-Many Model-Topic)
Design Principles - Dependency Inversion Principles (DIP)
Fan-Out Publish/Subscribe Messaging Pattern
Topic-Queue Chaining and Load Balancing Pattern
Design Microservices Architecture with Fan-Out Publish/Subscribe Messaging
Adapt: Microservices Architecture with Fan-Out Publish/Subscribe Messaging
Evaluate: Microservices Architecture with Fan-Out Publish/Subscribe Messaging
Problem: Databases Create Bottlenecks When Scaling
(Optional) Kafka and RabbitMQ Architectures Chevron down icon Chevron up icon
What Is Apache Kafka?
Apache Kafka Benefits
Apache Kafka Use Cases
Kafka Components - Topic, Partitions, Offset, and Replication Factor
Apache Kafka Cluster Architecture
Apache Kafka Core APIs - Producer, Consumer, Streams, and Connect API
What Is RabbitMQ?
RabbitMQ Components - Producer, Queue, Consumer, Message, Exchange, Binding
RabbitMQ Exchange Types - Direct, Fanout, Topic, and Headers
RabbitMQ Architecture
Scale the Microservices Architecture Design Chevron down icon Chevron up icon
Introduction - Scale the Microservices Architecture Design
The Scale Cube
Stateless and Stateful Application Horizontal Scaling
Microservices Data Management - Choosing Right Database Chevron down icon Chevron up icon
Introduction - Microservices Data Management
Polyglot Persistence Principle in Microservices
Microservices Database Management Patterns and Principles
Design Patterns - The Database-Per-Service Pattern
The Shared Database Anti-Pattern and Polyglot Persistence
Relational and NoSQL Databases - Document, Key-Value, Graph-Based, Column-Based
NoSQL Databases Types - Document, Key-Value, Graph-Based, Column-Based Databases
When to Use Relational Databases
When to Use NoSQL Databases?
Best Practices When Choosing Data Store - Use Right Tool for Right Job
How to Choose a Database for Microservices
CAP Theorem
Problem: Single Database Server Performs Low Performance
What Is Data Partitioning? And Why We Are Using Data Partitioning?
Data Partitioning: Horizontal, Vertical, and Functional Data Partitioning
Database Sharding Pattern
Tinder System Design Example of Database Sharding Pattern
Cassandra NoSQL Database - Peer-to-Peer Distributed Wide Column Database
Design: Microservices Architecture with Database Sharding Pattern
Adapt: Microservices Architecture with Database Sharding Pattern - Cassandra
Evaluate: Microservices Architecture with Database Sharding Pattern - Cassandra
Problem: Cross-Service Queries and Write Commands on Distributed Scaled Database
Microservices Data Management - Commands and Queries Chevron down icon Chevron up icon
Introduction - Microservices Data Management - Commands and Queries
Microservices Data Management - Cross-Service Queries
Problem: Cross-Service Queries with Sync Response, Decouple Way, and Low Latency
Materialized View Pattern
CQRS - Command Query Responsibility Segregation Pattern
CQRS - Benefits and Drawbacks
Best Practices for CQRS and Instagram Database Architecture with CQRS
How to Sync Read and Write Databases in CQRS?
Event Sourcing Pattern
CQRS with Event Sourcing Pattern
Eventual Consistency Principle
Design Instagram System Architecture
Design Instagram Database Architecture
Design Microservices Architecture with CQRS, Event Sourcing, Eventual Consistent
Adapt Microservices Architecture with CQRS, Event Sourcing, Eventual Consistent
Evaluate Microservices Architecture with CQRS, Event Sourcing, Eventual Consist
Problem Manage Consistency Across Microservices in Distributed Transactions
Microservices Distributed Transactions Chevron down icon Chevron up icon
Introduction - Microservices Distributed Transactions
Transaction Fundamentals and ACID Principles
Transaction Management of Monolithic Architecture
Microservices Distributed Transactions
Microservices Bounded Context for Transactional Boundaries
Microservices Transactional Boundaries
SAGA Pattern for Distributed Transactions
SAGA Pattern - Choreography-Based SAGA Implementation
SAGA Pattern - Orchestration-Based SAGA Implementation
Compensating Transaction Pattern
Problem: Dual Write Problem
Transactional Outbox Pattern
Transactional Outbox Pattern in Microservices
Problem: Listen and Polling Outbox Table
What Is CDC - Change Data Capture?
CDC - Change Data Capture with Outbox Pattern
Implementation of CDC and Outbox Pattern with Cloud Databases - CockroachDB
Implementation of CDC and Outbox Pattern with Cloud Databases Azure CosmosDB
Design: Microservices Architecture with SAGA, Outbox Pattern, and CDC
Adapt Microservice Architecture with SAGA, Transactional Outbox, and CDC Pattern
Evaluate Microservices Architecture with SAGA, Transactional Outbox, and CDC
Problem: Handle Millions of Events Across Microservices
Event-Driven Microservices Architectures Chevron down icon Chevron up icon
Introduction - Event-Driven Microservices Architectures
Event-Driven Microservices Architecture
Real-Time Processing and High-Volume Events in Event-Driven Microservices
Event Hubs and Event Streaming in Event-Driven Microservices Architecture
Real-World Examples of Event-Driven Microservices Architecture
Design Event-Driven Microservices Architecture
Adapt Event-Driven Microservices Architecture
Evaluate Event-Driven Microservices Architecture
Problem: Database Operations Are Expensive, Low Performance
Microservices Distributed Caching Chevron down icon Chevron up icon
Introduction - Microservices Distributed Caching
What Is Caching?
Types of Caching
Distributed Caching in Microservices
Cache Hit and Cache Miss
Caching Strategies in Distributed Caching for Microservices
Cache-Aside Pattern for Microservices
Design Microservices Distributed Caching with Cache-Aside Pattern
Adapt Microservices Distributed Caching with Cache-Aside Pattern
Evaluate Microservices Distributed Caching with Cache-Aside Pattern
Problem: Deploy Microservices at Any Time with Zero-Downtime and Flexible Scale
Microservices Deployments with Containers and Orchestrators Chevron down icon Chevron up icon
Introduction - Microservices Deployments with Containers and Orchestrators
What Are Containers?
What Is Docker?
Docker Containers, Images, and Registries
Why Do We Use Them for Microservices Deployments?
What Are Container Orchestrators?
What Is Kubernetes and Why Do We Use Them for Microservices Deployments?
Kubernetes Architecture
Kubernetes Components
Helm Charts with Kubernetes for Microservices Deployments
Sidecar Pattern and How Does the Sidecar Pattern Work for Microservices Deploy
Service Mesh Pattern and How the Service Mesh Pattern Work for Microservices
DevOps and CI/CD Pipelines for Microservices Deployments
CI/CD Pipeline Steps for Microservices Deployments
CI/CD Tools for Microservices Deployments
Deployment Strategies for Microservices Blue-Green, Rolling, and Canary Deploy
Infrastructure as Code (IaC) and Usage in Microservices Deployments
Design: Microservices Deployments with Containers and Orchestrators
Adapt: Microservices Using Containers and Orchestrators
Evaluate: Microservices with Using Containers and Orchestrators
Problem: Fault Tolerance Microservices Able to Remain Operational for Any Fail
Microservices Resilience, Observability, and Monitoring Chevron down icon Chevron up icon
Introduction - Microservices Resilience, Observability, and Monitoring
What Is Microservices Resiliency?
Microservices Resiliency Patterns
Retry Pattern
Circuit Breaker Pattern
Circuit Breaker States
Retry + Circuit Breaker Pattern
Bulkhead Pattern
Timeout Pattern
Fallback Pattern
Microservices Observability with Distributed Logging and Distributed Tracing
Elastic Stack for Microservices Observability with Distributed Logging
Microservices Distributed Tracing with OpenTelemetry Using Zipkin
Microservices Health Checks: Liveness, Readiness, and Performance Checks
Microservices Health Monitoring with Kubernetes, Prometheus, and Grafana
Design Microservices Resilience, Observability, and Monitoring
Adapt Microservices Resilience, Observability, and Monitoring
Demo: E-Commerce Implementation of Microservices Architecture Chevron down icon Chevron up icon
Implementation of Microservices Architecture
Demo Microservices Architecture Code Review - E-Commerce App
Catalog Microservices Code Review - E-Commerce App
Basket Microservices Code Review - E-Commerce App
Discount Microservices Code Review - E-Commerce App
Ordering Microservices Code Review - E-Commerce App
API Gateways Microservices Code Review - E-Commerce App
Client Applications Code Review - E-Commerce App
Microservices Resilience, Observability, Monitoring Code Review - E-Commerce App
Serverless Microservices Architecture Chevron down icon Chevron up icon
Introduction - Serverless Microservices
AWS Serverless Microservices with Patterns and Best Practices
AWS Lambda as a Microservice
Mapping Microservice Architecture with AWS Serverless Services for Microservices
Event-Driven Serverless Microservices Design with AWS Lambda
Thanks Chevron down icon Chevron up icon
Thanks

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Customer reviews

Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.7
(3 Ratings)
5 star 66.7%
4 star 33.3%
3 star 0%
2 star 0%
1 star 0%
Main Tech Oct 06, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Fantastic Course.
Subscriber review Packt
Ashish Jan 12, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Excellent coverage
Subscriber review Packt
javaid Nov 28, 2023
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
Overall a good but wouldn't say it is a great course. The course does a great job in moving from Monolith to microservices and offers a lot of advice. But where the course falls down is it feels more like a presentation as there is a lot of text that is displayed and at times the instructor is just reading from the slides. At times this is done at speed and you come away with verty little from certain sections. A lot of the slides repeat and becomes very repetitive. I would probably be inclined to give it 3 stars but i can see a lot of effort has gone into the course so it is worthy of 4 stars. It is a worthy course but will require a lot of perseverance
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C# 12 and .NET 8 – Modern Cross-Platform Development Fundamentals
C# 12 and .NET 8 – Modern Cross-Platform Development Fundamentals
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Nov 2023 828 pages
Full star icon 4.4 (73)
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C# 11 and .NET 7 – Modern Cross-Platform Development Fundamentals
C# 11 and .NET 7 – Modern Cross-Platform Development Fundamentals
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Nov 2022 818 pages
Full star icon 4.1 (54)
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About the author

Profile icon Mehmet Ozkaya
Mehmet Ozkaya
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Mehmet Ozkaya is a seasoned Software Architect with 15+ years of experience specializing in microservices architecture using .NET, AWS, and Azure. Known for his expertise in cloud-native and serverless event-driven microservices, he shares insights through GitHub repositories and Medium blogs. With thousands of positive reviews and over 57,000 students, Mehmet delivers highly rated courses based on real-world applications, making him a trusted authority in software architecture and microservices design.
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