Carl Pearson is a Ph.D candidate in the Electrical and Computer Engineering department at the University of Illinois at Urbana-Champaign and a member of the IMPACT Research Group led by Wen-Mei Hwu.

He works on multi-GPU communication and scaling as part of the joint UIUC / IBM C3SR cognitive computing systems research center. The focus of these activities is to apply tools and techniques developed in the IMPACT group to improve the performance of real-world applications.


[preprint] 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

[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

[IWOPH] NUMA-Aware Data-Transfer Measurements for Power/NVLink Multi-GPU Systems

Carl Pearson, I-Hsin Chung, Zehra Sura, Jinjun Xiong, Wen-Mei Hwu