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2026.09.11· 125 min

HPC

Performance engineering from the model down to the metal, then out to the node and the cluster.
The tree below is the whole note: a section, then sub-notes, then sub-sub-notes. Open a chapter to work inside it. Previous and Next walk the document in order. For the shared-machine habits these pages assume, start with Working on a shared cluster.
Preface........................................................................................................................................................................................................0
Complexity Models........................................................................................................................................................................................................1
Computer Architecture........................................................................................................................................................................................................2
Instruction-Level Parallelism........................................................................................................................................................................................................3
Compilation........................................................................................................................................................................................................4
Profiling........................................................................................................................................................................................................5
Arithmetic........................................................................................................................................................................................................6
Number Theory........................................................................................................................................................................................................7
External Memory........................................................................................................................................................................................................8
RAM & CPU Caches........................................................................................................................................................................................................9
SIMD Parallelism........................................................................................................................................................................................................10
Algorithms Case Studies........................................................................................................................................................................................................11
Data Structures Case Studies........................................................................................................................................................................................................12
Parallel Computing........................................................................................................................................................................................................13
Distributed Computing........................................................................................................................................................................................................14
Preface........................................................................................................................................................................................................Next
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