کتاب طراحی سیستم در AWS

بده‌بستان‌ها و دستورالعمل‌های طراحی سیستم

System Design Concepts • Communication • Consistency • Availability • Reliability • Scalability • Maintainability • Fault Tolerance • Fallacies of Distributed Computing • System Design Trade-offs • Time Versus Space • Latency Versus Throughput • Performance Versus Scalability • Consistency Versus Availability • System Design Guidelines • Guideline of Isolation: Build It Modularly • Guideline of Simplicity: Keep It Simple, Silly • Guideline of Performance: Metrics Don’t Lie • Guideline of Trade-offs: There Is No Such Thing as a Free Lunch • Guideline of Use Cases: It Always Depends • Conclusion

انواع ذخیره‌سازی و فروشگاه‌های رابطه‌ای

Data Storage Format • File-Based Storage • Block-Based Storage • Object-Based Storage • Relational Databases • Relational Database Concepts • Relational Database Management System Architecture • Optimizing Relational Databases • Scaling Relational Databases • Open Source Relational Database Systems • Conclusion

فروشگاه‌های غیررابطه‌ای

Nonrelational Database Concepts • Schema Flexibility • Data Models • Scalability • High Availability and Fault Tolerance • BASE • Key-Value Databases • Data Model • Data Access and Retrieval Operations • Scaling Key-Value Stores • Availability in Key-Value Stores • Advantages, Trade-offs, and Considerations • Dynamo: Key-Value Database • Document Databases • Data Model • Availability in Document Stores • Advantages, Trade-offs, and Considerations • MongoDB: Open Source Document Database • Columnar Databases • Data Model • Consistency Levels • Columnar Store Architecture • Advantages, Trade-offs, and Considerations • Apache Cassandra: Open Source Columnar Database • Graph Databases • Data Model • Data Access and Retrieval • Advantages, Trade-offs, and Considerations • Neo4j: Open Source Graph Database • Conclusion

سیاست‌ها و استراتژی‌های ذخیره‌سازی نهان (Caching)

Benefits of Caching • Cache Eviction Policies • Belady’s Algorithm • Queue-Based Policies • Recency-Based Policies • Frequency-Based Policies • Allowlist Policy • Cache Invalidation • Caching Strategies • Read-Intensive Strategies • Write-Intensive Strategies • Cache Deployment • In-Process Caching • Interprocess Caching • Remote Caching • Choosing a Cache Deployment Approach • Caching Mechanisms • Content Delivery Networks • Push CDNs • Pull CDNs • Open Source Caching Solutions • Memcached • Redis • Conclusion

رویکردها و تکنیک‌های متعادل‌سازی بار (Load Balancing)

Networking Components • Benefits of Load Balancing • LB Deployment and Placement Strategies • Global Server Load Balancing • Local Load Balancing • Load Balancing Algorithms • Static Load Balancing Algorithms • Dynamic Load Balancing Algorithms • Session Persistence in LBs • Stateful Load Balancers • Stateless Load Balancers • Types of Load Balancers • LB Types Based on Functionality • LB Types Based on Configuration • Nginx: Open Source Load Balancer • Conclusion

شبکه‌ها و پروتکل‌های ارتباطی

Communication Models and Protocols • OSI Model • TCP/IP Model • Communication Types • Pull Mechanism: HTTP Polling • Push Mechanism: WebSockets • Push Mechanism: Server-Sent Events • Common Communication Protocol Standards • Remote Procedure Call • REST • GraphQL • Web Real-Time Communication • Conclusion

کانتینرسازی (Containerization)، ارکستراسیون (Orchestration) و استقرارها (Deployments)

Evolution of Application Deployment • Containerization • Docker • Container Orchestration • Container Deployment Strategies • CI/CD Pipeline with Gitflow and Automated Deployment Strategies • Gitflow Workflow for Branch Management • Continuous Integration • Continuous Deployment • Monitoring and Incident Management • Conclusion

طرح‌ها و الگوهای معماری

Change Data Capture • Publisher-Subscriber Architecture • Message Brokers • Message Queues • Choreography and Orchestration • Choreography • Orchestration • Deciding Between Choreography and Orchestration • Big Data Architecture • Lambda Architecture • Kappa Architecture • Data Lake Architecture • Solution Architecture • Monoliths • N-tier Architectures • Microservices • Event-Driven Architecture • EDA Concepts and Implementations • Paradigms of Event-Driven Implementations • Common Cloud Architecture Patterns • Event-Based Patterns: CQRS and Saga • Failure-Tolerant Patterns: Circuit Breaker, Retry with Backoff, and Rate Limiter • Domain-Based Patterns: Domain-Driven Design and Decompose by Subdomains • API Routing Strategies and Patterns • Other Cloud Architecture Patterns • Open Source Distributed Systems Architecture • HDFS • Apache Kafka: Distributed Message Queue • Comparing HDFS and Kafka • Conclusion

خدمات شبکه AWS

Getting Started with AWS • AWS Regions • AWS Availability Zones • AWS Local Zones • AWS Edge Locations • Introduction to AWS Networking Services • Amazon VPC • Subnets • Internet Connectivity • Route Tables • Security Groups • Network Access Control Lists • Amazon VPC-to-Internet Connectivity • Connectivity Between Amazon VPCs • Hybrid Connectivity • Amazon Route 53 • AWS Elastic Load Balancer • Amazon API Gateway • Amazon CloudFront • Conclusion

خدمات ذخیره‌سازی AWS

Cloud Storage on AWS • Amazon Elastic Block Store • Amazon Elastic File System • Amazon Simple Storage Service • AWS Databases • Amazon RDS • Amazon DynamoDB • Amazon DocumentDB • Amazon Neptune • Amazon ElastiCache • Amazon OpenSearch • Amazon Timestream • Amazon Keyspaces • Conclusion

خدمات محاسباتی AWS

Amazon Elastic Compute Cloud • Amazon Machine Image • Instance Type • Autoscaling • AWS Lambda • Containerization Services • Amazon Elastic Container Service • Amazon Elastic Kubernetes Service • Conclusion

خدمات پیام‌رسانی، ارکستراسیون، نظارت و مدیریت دسترسی AWS

Amazon Managed Streaming for Apache Kafka • Amazon Kinesis • Amazon Kinesis Data Streams • Amazon Kinesis Data Analytics • Amazon Kinesis Data Firehose • Amazon Kinesis Video Streams • Amazon Simple Queue Service • Amazon Simple Notification Service • Workflow Orchestration • AWS Step Functions • Amazon Managed Workflow for Apache Airflow • Amazon CloudWatch • Application Logs • Metrics and Alarms • AWS Identity and Access Management • Amazon Cognito • AWS AppSync • Conclusion

خدمات کلان داده، تجزیه و تحلیل و یادگیری ماشین

AWS Big Data and Analytics • Amazon Elastic MapReduce • AWS Glue • Amazon Athena • Amazon QuickSight • Amazon Redshift • Machine Learning on AWS • Amazon SageMaker • AWS ML Application Services • AWS ML Infrastructure • Conclusion

طراحی سرویس کوتاه‌کننده URL

System Requirements • Functional and Nonfunctional Requirements • System Scale • Storage Space • Starting with the Design • URL Shortening Algorithm • System APIs • System Considerations • Database Selection • Custom Domain Support • Launching the System on AWS • Day Zero Architecture • Scaling to Millions and Beyond • Day N Architecture • Conclusion

طراحی خزنده وب و موتور جستجو

System Requirements • Functional and Nonfunctional Requirements • System Scale • Starting with the Design • Designing the Web Crawler • Designing the Search Engine • Launching the System on AWS • Day 0 Architecture • Scaling to Millions and Beyond • Day N Architecture • Conclusion

طراحی شبکه اجتماعی و سیستم فید خبری

System Requirements • Functional and Nonfunctional Requirements • System Scale • Starting with the Design • Handling New Posts • Managing User Connections • Search Service • Launching the System on AWS • Day 0 Architecture • Scaling to Millions and Beyond • Day N Architecture • Conclusion

طراحی تابلوی امتیازات بازی آنلاین

System Requirements • Functional and Nonfunctional Requirements • System Scale • Starting with the Design • Concepts and Principles • A Rough System Design • Launching the System on AWS • Day 0 Architecture • Scaling to Millions and Beyond • Day N Architecture • Conclusion

طراحی سیستم رزرو هتل

System Requirements • Functional and Nonfunctional Requirements • System Scale • Starting with the Design • Property Onboarding Architecture • Property Search Architecture • Property Booking Architecture • Property Reviews Architecture • Launching the System on AWS • Day 0 Architecture • Scaling to Millions and Beyond • Day N Architecture • Conclusion

طراحی برنامه چت

System Requirements • Functional and Nonfunctional Requirements • System Scale • Starting with the Design • Messaging Architecture • WhatsApp Architecture with Erlang • Launching the System on AWS • Day 0 Architecture • Scaling to Millions and Beyond • Day N Architecture • Conclusion

طراحی پایپ‌لاین پردازش ویدئو برای سرویس استریمینگ

System Requirements • Functional and Nonfunctional Requirements • System Scale • Starting with the Design • Video Encoding • Video-Quality Validation • Content Indexing • Content Distribution • Launching the System on AWS • Day 0 Architecture • Scaling to Millions and Beyond • Day N Architecture • Conclusion

طراحی پلتفرم معاملات سهام آنلاین

System Requirements • Functional and Nonfunctional Requirements • System Scale • Starting with the Design • Designing a Stock Tick System • Designing the Order Management System • Designing Ultra-Low-Latency Systems • Building the P&L Dashboard • Launching the System on AWS • Day 0 Architecture • Scaling to Millions and Beyond • Day N Architecture • Conclusion