Course Outline
Introduction to Distributed Systems
- What constitutes a distributed system?
- Common challenges: latency, consistency, and availability.
- Overview of system components and communication models.
Scalability Principles
- Vertical versus horizontal scaling.
- Load balancing and elasticity.
- Scaling storage, compute resources, 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
- Explanation of the CAP theorem.
- Strong versus eventual consistency.
- Selecting between consistency and availability.
Data Distribution and Storage Strategies
- Partitioning and sharding techniques.
- Replication strategies and quorum reads/writes.
- Distributed databases and key-value stores.
Communication and Coordination in Distributed Systems
- REST, gRPC, and message brokers (e.g., Kafka, RabbitMQ).
- Leader election and distributed consensus mechanisms.
- Utilizing Zookeeper or etcd for coordination.
Fault Tolerance and Reliability
- Designing for failure and implementing 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
- A solid understanding of basic networking and system design principles.
- Experience with general software development practices.
- Familiarity with cloud computing and API design is advantageous.
Audience
- Software architects and technical leads.
- Backend engineers and DevOps professionals.
- System designers developing scalable cloud applications.
Testimonials (3)
Prepared project on which we could work from the start without wasting time to set up files not needed in exercises. Readiness to answer all questions that came up from participants.
Robert Walczak - Hitachi Energy
Course - Systems Modeling with SysML and Enterprise Architect (EA)
The trainer's presentation and way of communicating.
Gianpiero Arico - Urmet Spa
Course - Embedded Linux Systems Architecture
The trainer updates the course according to the expectations of the learners