Carl Pearson

Carl Pearson is a Postdoctoral Appointee at Sandia National Labs. He works on GPU communication for distributed linear algebra, and acceleration of sparse matrix multiplication.

He recieved his Ph.D in Electrical and Computer Engineering from the University of Illinois in 2021, and his B.S. in Engineering from Harvey Mudd College.

[HPDC] TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes

Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu

[Ph.D Dissertation] Movement and Placement of Non-Contiguous Data In Distributed GPU Computing

Carl Pearson Ph.D Dissertation Steady increase in accelerator performance has driven demand for faster interconnects to avert the memory bandwidth wall.

[HPEC] At-Scale Sparse Deep Neural Network Inference With Efficient GPU Implementation

Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-Mei Hwu

[iWAPT] Node-Aware Stencil Communication on Heterogeneous Supercomputers

Carl Pearson, Mert Hidayetoglu, Mohammad Almasri, Omer Anjum, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu

[HPEC] Accelerating Sparse Deep Neural Networks on FPGAs

Sitao Huang, Carl Pearson, Rakesh Nagi, Jinjun Xiong, Deming Chen, Wen-Mei Hwu

[HPEC] Update on k-truss Decomposition on GPU

Mohammad Almasri, Omer Anjum, Carl Pearson, Vikram S. Mailthody, Zaid Qureshi, Rakesh Nagi, Jinjun Xiong, Wen-Mei Hwu

[HPEC] Update on Triangle Counting on GPU

Carl Pearson, Mohammad Almasri, Omer Anjum, Vikram S. Mailthody, Zaid Qureshi, Rakesh Nagi, Jinjun Xiong, Wen-Mei Hwu

[ICPE'19] Evaluating Characteristics of CUDA Communication Primitives on High-Bandwidth Interconnects

Carl Pearson, Adbul Dakkak, Sarah Hashash, Cheng Li, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu

Collaborative (CPU+ GPU) Algorithms for Triangle Counting and Truss Decomposition

Vikram S. Mailthody, Ketan Date, Zaid Qureshi, Carl Pearson, Rakesh Nagi, Jinjun Xiong, Wen-Mei Hwu

[tech report] SCOPE: C3SR Systems Characterization and Benchmarking Framework

Carl Pearson, Abdul Dakkak, Cheng Li, Sarah Hashash, Jinjun Xiong, Wen-Mei Hwu