Expert Modules
Deep-dive technical modules covering system architecture, performance analysis, and AI infrastructure.
3
Total Modules
6h
Total Content
1
Categories
0
Expert Level
Filter by Category:
Filter by Difficulty:
AI Workload Analysis & Benchmarking
advancedMaster the techniques for profiling, characterizing, and optimizing deep learning workloads across different hardware platforms
Performance
5 min read
Queueing Theory for Computer Architects — Basics & Advanced
advancedMaster queueing theory fundamentals and advanced techniques for analyzing performance, tail latency, and congestion control in modern computer systems, from CPU pipelines to datacenter-scale networks
Performance240m
6 exercises
5 tools
6 applications
#queueing-theory#performance-modeling#tail-latency#congestion-control
34 min read
Sampling & Representativeness — SimPoint, SMARTS, ROI Discipline
advancedCut simulation time while bounding error and preserving phase behavior through systematic sampling methodologies
Performance90m
4 exercises
5 tools
4 applications
#SimPoint#SMARTS#sampling#phases
2 min read