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Session

Research Manuscript: Embedded Systems in the Age of AI - Smart(er) Tools and Frameworks
Session Chairs
Ourania Spantidi
Southern Illinois University
Iraklis Anagnostopoulos
Southern Illinois University
Event TypeResearch Manuscript
Keywords
Embedded Software
Topics
AI
Embedded Systems
RISC-V
TimeThursday, July 14th1:30pm - 3:00pm PDT
Location3004, Level 3
DescriptionThe session reflects recent trends in embedded systems design. Motivated by exciting new hardware architectures and software applications, the session will introduce new techniques to improve system performance using graph networks as well as enhance the efficiency of graph executions. In addition, a novel kernel debugging tool will be presented for RISC-V architecture, as well as methods for embedded code generation for Simulink models.
Presentations
1:30pm - 1:53pm PDTUsing Machine Learning to Optimize Graph Execution on NUMA Machines
Authors
Hiago Rocha
Janaina Schwarzrock
Arthur Lorenzon
Antonio Carlos Schneider Beck
1:53pm - 2:15pm PDTHCG: Optimizing Embedded Code Generation of Simulink with SIMD Instruction Synthesis
Authors
Zhuo Su
Zehong Yu
Dongyan Wang
Yixiao Yang
Yu Jiang
Rui Wang
Wanli Chang
Jiaguang Sun
2:15pm - 2:37pm PDTRaven: A Novel Kernel Debugging Tool on RISC-V
Authors
Hongyi Lu
Fengwei Zhang
2:37pm - 3:00pm PDTGTuner: Tuning DNN Computations on GPU via Graph Attention Network
Authors
QI SUN
Xinyun Zhang
Hao Geng
Yuxuan Zhao
Yang BAI
Haisheng Zheng
Bei Yu