Bor-Yiing Su

According to our database1, Bor-Yiing Su authored at least 21 papers between 2005 and 2021.

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Bibliography

2021
Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery.
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters.
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.
CoRR, 2020

Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems.
CoRR, 2020

ShadowSync: Performing Synchronization in the Background for Highly Scalable Distributed Training.
CoRR, 2020

2016
Robust Large-Scale Machine Learning in the Cloud.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2014
Scaling Distributed Machine Learning with the Parameter Server.
Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation, 2014

2012
Parallel Application Library for Object Recognition.
PhD thesis, 2012

clSpMV: A Cross-Platform OpenCL SpMV Framework on GPUs.
Proceedings of the International Conference on Supercomputing, 2012

2011
A parallel region based object recognition system.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Considerations When Evaluating Microprocessor Platforms.
Proceedings of the 3rd USENIX Workshop on Hot Topics in Parallelism, 2011

PALLAS: Mapping Applications onto Manycore.
Proceedings of the Multiprocessor System-on-Chip - Hardware Design and Tool Integration., 2011

2010
Ubiquitous Parallel Computing from Berkeley, Illinois, and Stanford.
IEEE Micro, 2010

Parallel BFS graph traversal on images using structured grid.
Proceedings of the International Conference on Image Processing, 2010

2009
Efficient, high-quality image contour detection.
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.
Proceedings of the 45th Design Automation Conference, 2008

Parallelizing CAD: a timely research agenda for EDA.
Proceedings of the 45th Design Automation Conference, 2008

2007
An Exact Jumper-Insertion Algorithm for Antenna Violation Avoidance/Fixing Considering Routing Obstacles.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007

An Optimal Jumper-Insertion Algorithm for Antenna Avoidance/Fixing.
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.
Proceedings of the 2006 International Symposium on Physical Design, 2006

2005
An exact jumper insertion algorithm for antenna effect avoidance/fixing.
Proceedings of the 42nd Design Automation Conference, 2005


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