MDSection 37 of 38 · 9 subtopics
LLM Systems
Production infrastructure: serving, load balancing, caching, monitoring, cost optimization.
Learning path
Work through each subtopic in order. Click any file below to open its lesson. Track your progress with the checkbox at the bottom.
Subtopics
Each subtopic includes a concise explanation, code examples, and references.
01
Model Serving
Production-serving architecture.
model-serving
02
API Server
Request/response flow.
api-server
03
Request Handling
Request queue.
request-handling
04
Load Balancing
Multiple inference workers.
load-balancing
05
GPU Allocation
GPU cluster allocation panel.
gpu-allocation
06
Caching
Cache-hit/miss visualization.
caching
07
Monitoring
Production dashboard.
monitoring
08
Logging
Request trace viewer.
logging
09
Cost Optimization
Cost calculator.
cost-optimization