Bor-Yiing Su

Publication Activity (10 Years)

Years Active: 2005-2021
Publications (10 Years): 6

Top Venues

CoRR

KDD

MLSys

OSDI

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Kiwan Maeng, Shivam Bharuka, Isabel Gao, Mark C. Jeffrey, Vikram Saraph, Bor-Yiing Su, Caroline Trippel, Jiyan Yang, Mike Rabbat, Brandon Lucia, Carole-Jean Wu
Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery. MLSys (2021)
Yuzhen Huang, Xiaohan Wei, Xing Wang, Jiyan Yang, Bor-Yiing Su, Shivam Bharuka, Dhruv Choudhary, Zewei Jiang, Hai Zheng, Jack Langman
Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters. KDD (2021)
Kiwan Maeng, Shivam Bharuka, Isabel Gao, Mark C. Jeffrey, Vikram Saraph, Bor-Yiing Su, Caroline Trippel, Jiyan Yang, Mike Rabbat, Brandon Lucia, Carole-Jean Wu
CPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery. CoRR (2020)
Maxim Naumov, John Kim, Dheevatsa Mudigere, Srinivas Sridharan, Xiaodong Wang, Whitney Zhao, Serhat Yilmaz, Changkyu Kim, Hector Yuen, Mustafa Ozdal, Krishnakumar Nair, Isabel Gao, Bor-Yiing Su, Jiyan Yang, Mikhail Smelyanskiy
Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems. CoRR (2020)
Qinqing Zheng, Bor-Yiing Su, Jiyan Yang, Alisson G. Azzolini, Qiang Wu, Ou Jin, Shri Karandikar, Hagay Lupesko, Liang Xiong, Eric Zhou
ShadowSync: Performing Synchronization in the Background for Highly Scalable Distributed Training. CoRR (2020)
Steffen Rendle, Dennis Fetterly, Eugene J. Shekita, Bor-Yiing Su
Robust Large-Scale Machine Learning in the Cloud. KDD (2016)
Mu Li, David G. Andersen, Jun Woo Park, Alexander J. Smola, Amr Ahmed, Vanja Josifovski, James Long, Eugene J. Shekita, Bor-Yiing Su
Scaling Distributed Machine Learning with the Parameter Server. OSDI (2014)
Bor-Yiing Su, Kurt Keutzer
clSpMV: A Cross-Platform OpenCL SpMV Framework on GPUs. ICS (2012)
Michael J. Anderson, Bryan Catanzaro, Jike Chong, Ekaterina Gonina, Kurt Keutzer, Chao-Yue Lai, Mark Murphy, David Sheffield, Bor-Yiing Su, Narayanan Sundaram
Considerations When Evaluating Microprocessor Platforms. HotPar (2011)
Bor-Yiing Su, Tasneem G. Brutch, Kurt Keutzer
A parallel region based object recognition system. WACV (2011)
Bryan Catanzaro, Armando Fox, Kurt Keutzer, David A. Patterson, Bor-Yiing Su, Marc Snir, Kunle Olukotun, Pat Hanrahan, Hassan Chafi
Ubiquitous Parallel Computing from Berkeley, Illinois, and Stanford. IEEE Micro 30 (2) (2010)
Bor-Yiing Su, Tasneem G. Brutch, Kurt Keutzer
Parallel BFS graph traversal on images using structured grid. ICIP (2010)
Bryan Catanzaro, Bor-Yiing Su, Narayanan Sundaram, Yunsup Lee, Mark Murphy, Kurt Keutzer
Efficient, high-quality image contour detection. ICCV (2009)
Zhe-Wei Jiang, Bor-Yiing Su, Yao-Wen Chang
Routability-driven analytical placement by net overlapping removal for large-scale mixed-size designs. DAC (2008)
Bryan Catanzaro, Kurt Keutzer, Bor-Yiing Su
Parallelizing CAD: a timely research agenda for EDA. DAC (2008)
Bor-Yiing Su, Yao-Wen Chang
An Optimal Jumper-Insertion Algorithm for Antenna Avoidance/Fixing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26 (10) (2007)
Bor-Yiing Su, Yao-Wen Chang, Jiang Hu
An Exact Jumper-Insertion Algorithm for Antenna Violation Avoidance/Fixing Considering Routing Obstacles. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26 (4) (2007)
Bor-Yiing Su, Yao-Wen Chang, Jiang Hu
An optimal jumper insertion algorithm for antenna avoidance/fixing on general routing trees with obstacles. ISPD (2006)
Bor-Yiing Su, Yao-Wen Chang
An exact jumper insertion algorithm for antenna effect avoidance/fixing. DAC (2005)

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Publication Activity (10 Years)

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Bor-Yiing Su