← Coding for Infra
Advanced
Parsing Kernel Traces and Logs
Trace analysis combines parsing, classification and aggregation. Stream large inputs and define the timing metric before deciding which operations dominate.
This concept is part of Premium, which includes all concepts, course lessons and answers.
Get Premium · ₹2,000 / $256 months of access · one payment · no auto-renew
RELATED CONCEPTS
PRACTICE THIS IN REAL QUESTIONS
Coding for InfraYou are handed a 40 GB kernel trace. Write the parser that turns it into per-instruction access statistics without running out of memory.→Coding for InfraTokens arrive as byte fragments and a character can span several. Write the decoder that streams text correctly.→CUDA, Triton & Kernel EngineeringGiven the addresses each thread in a warp touched, classify the access pattern: coalesced, strided or random. Write the classifier.→AI Infrastructure System DesignDesign an LLM batching system end to end: the queue, the batch, the KV cache and streaming. Give me numbers.→LLM Inference & ServingDesign moderation in a streaming inference path without checking text after users have already seen it→LLM Inference & ServingYour speech model runs faster than real time. Why do users still wait or hear gaps?→
