Expert Modules
Deep-dive technical modules covering system architecture, performance analysis, and AI infrastructure.
3
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6h
Total Content
1
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AI Workload Analysis & Benchmarking
advancedMaster the techniques for profiling, characterizing, and optimizing deep learning workloads across different hardware platforms
💎 Performance
⏱️ 5 min read
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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
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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
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