Đề cương khóa học
Introduction to Distributed Systems
- What is a distributed system?
- Common challenges: latency, consistency, availability
- Overview of system components and communication models
Scalability Principles
- Vertical vs. horizontal scaling
- Load balancing and elasticity
- Scaling storage, compute, and I/O
Architectural Patterns
- Client-server and multi-tier architectures
- Service-oriented and microservice architectures
- Event-driven architecture and message queues
CAP Theorem and Consistency Models
- CAP theorem explained
- Strong vs. eventual consistency
- Choosing between consistency and availability
Data Distribution and Storage Strategies
- Partitioning and sharding
- Replication strategies and quorum reads/writes
- Distributed databases and key-value stores
Communication and Coordination in Distributed Systems
- REST, gRPC, message brokers (e.g., Kafka, RabbitMQ)
- Leader election and distributed consensus
- Using Zookeeper or etcd for coordination
Fault Tolerance and Reliability
- Designing for failure and graceful degradation
- Retry mechanisms, timeouts, and circuit breakers
- Monitoring, observability, and chaos engineering
Cloud-Native and Modern Implementation Practices
- Containers, orchestration, and Kubernetes
- Statelessness and immutability
- Best practices for distributed system security
Summary and Next Steps
Requirements
- An understanding of basic networking and system design concepts
- Experience with general software development practices
- Familiarity with cloud computing and API design is helpful
Audience
- Software architects and technical leads
- Backend engineers and DevOps professionals
- System designers building scalable cloud applications
Testimonials (5)
Có thể thêm nhiều bài tập sẽ tốt hơn cho việc học nhưng thời gian lại quá ít
Gianpiero Arico' - Urmet Spa
Course - Embedded Linux Systems Architecture
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Luyện tập bài tập trong EA.
Pawel - Krajowa Szkola Skarbowosci
Course - UML in Enterprise Architect (workshops)
Machine Translated
-Kiến thức của giáo viên về môn học thực sự rất tốt. Ông có thể giải thích một cách rất rõ ràng và trả lời tất cả các câu hỏi vào lúc đó. -Được biết đến khả năng của công cụ này thực sự rất hữu ích. -Cấu trúc mà ông trình bày, như sử dụng kịch bản và khả năng theo dõi, sẽ thật sự giúp ích trong công việc hàng ngày của tôi.
Harsha Jain - Scania CV AB
Course - Introduction to Enterprise Architect
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Kiến thức tuyệt vời.
Marie - Forsvarets forkningsinstitutt
Course - Systems Modeling with SysML and Enterprise Architect (EA)
Machine Translated
The theory felt quite complete, we handled all important subjects. It was very nice we could zoom in on our use-case Achievements, which helped us with understanding the theory.