Bor-Yiing Su

According to our database, Bor-Yiing Su authored at least 21 papers between 2005 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery.

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

Proceedings of Machine Learning and Systems 2021, 2021

Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters.

Yuzhen Huang, Xiaohan Wei, Xing Wang, Jiyan Yang, Bor-Yiing Su, Shivam Bharuka, Dhruv Choudhary, Zewei Jiang, Hai Zheng, Jack Langman

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

CPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery.

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

CoRR, 2020

Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems.

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

CoRR, 2020

ShadowSync: Performing Synchronization in the Background for Highly Scalable Distributed Training.

Qinqing Zheng, Bor-Yiing Su, Jiyan Yang, Alisson G. Azzolini, Qiang Wu, Ou Jin, Shri Karandikar, Hagay Lupesko, Liang Xiong, Eric Zhou

CoRR, 2020

2016

Robust Large-Scale Machine Learning in the Cloud.

Steffen Rendle, Dennis Fetterly, Eugene J. Shekita, Bor-Yiing Su

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2014

Scaling Distributed Machine Learning with the Parameter Server.

Mu Li, David G. Andersen, Jun Woo Park, Alexander J. Smola, Amr Ahmed, Vanja Josifovski, James Long, Eugene J. Shekita, Bor-Yiing Su

Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation, 2014

2012

Parallel Application Library for Object Recognition.

Bor-Yiing Su

PhD thesis, 2012

clSpMV: A Cross-Platform OpenCL SpMV Framework on GPUs.

Bor-Yiing Su, Kurt Keutzer

Proceedings of the International Conference on Supercomputing, 2012

2011

A parallel region based object recognition system.

Bor-Yiing Su, Tasneem G. Brutch, Kurt Keutzer

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Considerations When Evaluating Microprocessor Platforms.

Michael J. Anderson, Bryan Catanzaro, Jike Chong, Ekaterina Gonina, Kurt Keutzer, Chao-Yue Lai, Mark Murphy, David Sheffield, Bor-Yiing Su, Narayanan Sundaram

Proceedings of the 3rd USENIX Workshop on Hot Topics in Parallelism, 2011

PALLAS: Mapping Applications onto Manycore.

Michael J. Anderson, Bryan Catanzaro, Jike Chong, Ekaterina Gonina, Kurt Keutzer, Chao-Yue Lai, Mark Murphy, Bor-Yiing Su, Narayanan Sundaram

Proceedings of the Multiprocessor System-on-Chip - Hardware Design and Tool Integration., 2011

2010

Ubiquitous Parallel Computing from Berkeley, Illinois, and Stanford.

Bryan Catanzaro, Armando Fox, Kurt Keutzer, David A. Patterson, Bor-Yiing Su, Marc Snir, Kunle Olukotun, Pat Hanrahan, Hassan Chafi

IEEE Micro, 2010

Parallel BFS graph traversal on images using structured grid.

Bor-Yiing Su, Tasneem G. Brutch, Kurt Keutzer

Proceedings of the International Conference on Image Processing, 2010

2009

Efficient, high-quality image contour detection.

Bryan Catanzaro, Bor-Yiing Su, Narayanan Sundaram, Yunsup Lee, Mark Murphy, Kurt Keutzer

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008

Routability-driven analytical placement by net overlapping removal for large-scale mixed-size designs.

Zhe-Wei Jiang, Bor-Yiing Su, Yao-Wen Chang

Proceedings of the 45th Design Automation Conference, 2008

Parallelizing CAD: a timely research agenda for EDA.

Bryan Catanzaro, Kurt Keutzer, Bor-Yiing Su

Proceedings of the 45th Design Automation Conference, 2008

2007

An Exact Jumper-Insertion Algorithm for Antenna Violation Avoidance/Fixing Considering Routing Obstacles.

Bor-Yiing Su, Yao-Wen Chang, Jiang Hu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007

An Optimal Jumper-Insertion Algorithm for Antenna Avoidance/Fixing.

Bor-Yiing Su, Yao-Wen Chang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007

2006

An optimal jumper insertion algorithm for antenna avoidance/fixing on general routing trees with obstacles.

Bor-Yiing Su, Yao-Wen Chang, Jiang Hu

Proceedings of the 2006 International Symposium on Physical Design, 2006

2005

An exact jumper insertion algorithm for antenna effect avoidance/fixing.

Bor-Yiing Su, Yao-Wen Chang

Proceedings of the 42nd Design Automation Conference, 2005