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Memory Sizing and Performance Tuning for System Designers

7 chapters · 34 lessons

1. 1. Memory Hierarchy and System Performance

   5 lessons

   Understand how DRAM fits between CPU caches and storage, and why memory architecture shapes system behavior.

2. 2. Measuring and Profiling Memory Behavior

   5 lessons

   Learn to use profiling tools and system metrics to understand how workloads actually use memory.

3. 3. Sizing Memory for Development and Creative Workloads

   5 lessons

   Apply workload analysis to determine memory requirements for developer machines, creative workstations, and multi-tenant environments.

4. 4. Memory Design for AI and Data Workloads

   5 lessons

   Size and optimize memory for model serving, vector search, and data processing pipelines.

5. 5. Diagnosing and Resolving Memory Bottlenecks

   5 lessons

   Identify common memory performance problems and apply targeted optimization strategies.

6. 6. Memory Configuration and Upgrade Strategy

   5 lessons

   Make informed decisions about memory specifications, configurations, and future expansion.

7. 7. Real-World Memory Planning Scenarios

   4 lessons

   Apply memory sizing and optimization skills to realistic system design challenges.