Sam Son

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Neural Network Training

Memory Hierarchy

Protection Schemes

Processing Units

Top Venues

USENIX Annual Technical Conference

Publications

Zhihong Luo, Sam Son, Dev Bali, Emmanuel Amaro, Amy Ousterhout, Sylvia Ratnasamy, Scott Shenker
Efficient Microsecond-scale Blind Scheduling with Tiny Quanta. ASPLOS (2) (2024)
Zhihong Luo, Sam Son, Sylvia Ratnasamy, Scott Shenker
Harvesting Memory-bound CPU Stall Cycles in Software with MSH. OSDI (2024)
Jaeyeon Won, Jeyeon Si, Sam Son, Tae Jun Ham, Jae W. Lee
ULPPACK: Fast Sub-8-bit Matrix Multiply on Commodity SIMD Hardware. MLSys (2022)
Jonghyun Bae, Jongsung Lee, Yunho Jin, Sam Son, Shine Kim, Hakbeom Jang, Tae Jun Ham, Jae W. Lee
FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks. FAST (2021)
Sam Son, Seung Yul Lee, Yunho Jin, Jonghyun Bae, Jinkyu Jeong, Tae Jun Ham, Jae W. Lee, Hongil Yoon
ASAP: Fast Mobile Application Switch via Adaptive Prepaging. USENIX Annual Technical Conference (2021)
Young H. Oh, Seonghak Kim, Yunho Jin, Sam Son, Jonghyun Bae, Jongsung Lee, Yeonhong Park, Dong Uk Kim, Tae Jun Ham, Jae W. Lee
Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling. HPCA (2021)