Caio Salvador Rohwedder

Caio Salvador Rohwedder

Ph.D. Student

University of Alberta

Bio

I’m a fourth year PhD student at the University of Alberta. Nelson Amaral is my advisor. I’m currently looking into data layout and data locality optimizations.

Interests
  • Compilers
  • Data Locality Optimizations
  • Loop Optimizations
Education

  • M.Sc. in Computer Science, 2021

    University of Campinas

  • B.Sc. in Computer Science, 2018

    University of Campinas

Publications

Region-Based Data Layout via Data Reuse Analysis
Data-structure splicing techniques, such as structure splitting, field reordering, and pointer inlining reorganize data structures to …
DOI Free Access Artifact Slides Source
To Pack or Not to Pack: A Generalized Packing Analysis and Transformation
Packing is an essential loop optimization for handcrafting a high-performance General Matrix Multiplication (GEMM). Packing copies a …
DOI Free Access Artifact Slides Source
Pooling Acceleration in the DaVinci Architecture Using Im2col and Col2im Instructions
Image-to-column (Im2col) and column-to-image (Col2im) are data transformations extensively used to map convolution to matrix …
DOI PDF Slides

Contact