Plan du cours
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
Pré requis
- 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
Nos clients témoignent (5)
découvrir le potentiel de l'outil
wassim - Collins Aerospace
Formation - SysML par l'exemple avec Cameo Systems Modeler
Exercices pratiques dans EA.
Pawel - Krajowa Szkola Skarbowosci
Formation - UML in Enterprise Architect (workshops)
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-Connaissance du formateur sur le sujet était vraiment bonne. Il a su expliquer très bien et a pu répondre à toutes les questions au moment opportun. -Avoir la possibilité de savoir tout ce dont l'outil est capable était vraiment bon. -La structure qu'il a présentée, comme l'utilisation de scénarios et de traçabilité, serait vraiment utile dans mon travail quotidien.
Harsha Jain - Scania CV AB
Formation - Introduction to Enterprise Architect
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Grande connaissance.
Marie - Forsvarets forkningsinstitutt
Formation - Systems Modeling with SysML and Enterprise Architect (EA)
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I really enjoyed the real examples and exercises.
Dmitry Baranovsky
Formation - Introduction to Domain Driven Design
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