Rafael C. F. Sousa

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Convolution Kernel

Transactional Memory

Top Venues

J. Parallel Distributed Comput.

Publications

Rafael C. F. Sousa, Marcio Pereira, Yongin Kwon, Taeho Kim, Namsoon Jung, Chang Soo Kim, Michael Frank, Guido Araujo
Tensor Slicing and Optimization for Multicore NPUs. CoRR (2023)
Rafael C. F. Sousa, Marcio Pereira, Yongin Kwon, Taeho Kim, Namsoon Jung, Chang Soo Kim, Michael Frank, Guido Araujo
Tensor slicing and optimization for multicore NPUs. J. Parallel Distributed Comput. 175 (2023)
Victor Ferrari, Rafael C. F. Sousa, Marcio Pereira, João P. L. de Carvalho, José Nelson Amaral, José E. Moreira, Guido Araujo
Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions. CoRR (2023)
Victor Ferrari, Rafael C. F. Sousa, Marcio Pereira, João P. L. de Carvalho, José Nelson Amaral, Guido Araujo
Improving Convolution via Cache Hierarchy Tiling and Reduced Packing. PACT (2022)
Rafael C. F. Sousa, Byungmin Jung, Jaehwa Kwak, Michael Frank, Guido Araujo
Efficient Tensor Slicing for Multicore NPUs using Memory Burst Modeling. SBAC-PAD (2021)
Rafael C. F. Sousa, Marcio Machado Pereira, Fernando Magno Quintão Pereira, Guido Araujo
Data-flow analysis and optimization for data coherence in heterogeneous architectures. J. Parallel Distributed Comput. 130 (2019)
Marcio Machado Pereira, Rafael C. F. Sousa, Guido Araujo
Compiling and Optimizing OpenMP 4.X Programs to OpenCL and SPIR. IWOMP (2017)