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System Design for Interviews and Beyond – Mikhail Smarshchok
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Introduction
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Course introduction
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Who will benefit from the course and how
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Course overview
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How to define system requirements
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System requirements
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Functional requirements
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High availability
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Fault tolerance, resilience, reliability
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Scalability
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Performance
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Durability
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Consistency
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Maintainability, security, cost
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Summary of system requirements
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How to achieve certain system qualities with the help of hardware
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Regions, availability zones, data centers, racks, servers
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Physical servers, virtual machines, containers, serverless
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Fundamentals of reliable, scalable, and fast communication
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Synchronous vs asynchronous communication
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Asynchronous messaging patterns
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Network protocols
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Blocking vs non-blocking I/O
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Data encoding formats
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Message acknowledgment
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How to improve system performance with caching
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Deduplication cache
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Metadata cache
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The importance of queues in distributed systems
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Queue
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Full and empty queue problems
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Start with something simple
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Blocking queue and producer-consumer pattern
- Thread pool
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Big compute architecture
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