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ORCIDVictor W. Lee
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Journal Articles
- 2020
[j13]Nan Ding, Victor W. Lee, Wei Xue
, Weimin Zheng:
APMT: an automatic hardware counter-based performance modeling tool for HPC applications. CCF Trans. High Perform. Comput. 2(2): 135-148 (2020)- 2019
- [j12]Simon J. Pennycook, Jason D. Sewall, Victor W. Lee:
Implications of a metric for performance portability. Future Gener. Comput. Syst. 92: 947-958 (2019) - 2017
- [j11]Zhihui Du, Rong Ge, Victor W. Lee, Richard W. Vuduc, David A. Bader, Ligang He:
Modeling the Power Variability of Core Speed Scaling on Homogeneous Multicore Systems. Sci. Program. 2017: 8686971:1-8686971:13 (2017) - 2016
- [j10]Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey:
Achieving One Billion Key-Value Requests per Second on a Single Server. IEEE Micro 36(3): 94-104 (2016) - [j9]Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey:
Full-Stack Architecting to Achieve a Billion-Requests-Per-Second Throughput on a Single Key-Value Store Server Platform. ACM Trans. Comput. Syst. 34(2): 5:1-5:30 (2016) - 2011
- [j8]Michael Deisher, Mikhail Smelyanskiy, Brian Nickerson, Victor W. Lee, Michael Chuvelev, Pradeep Dubey:
Designing and dynamically load balancing hybrid LU for multi/many-core. Comput. Sci. Res. Dev. 26(3-4): 211-220 (2011) - [j7]Changkyu Kim, Jatin Chhugani, Nadathur Satish, Eric Sedlar, Anthony D. Nguyen, Tim Kaldewey, Victor W. Lee, Scott A. Brandt, Pradeep Dubey:
Designing fast architecture-sensitive tree search on modern multicore/many-core processors. ACM Trans. Database Syst. 36(4): 22:1-22:34 (2011) - 2010
- [j6]Daehyun Kim, Victor W. Lee, Yen-Kuang Chen:
Image Processing on Multicore x86 Architectures. IEEE Signal Process. Mag. 27(2): 97-107 (2010) - 2009
- [j5]Changkyu Kim, Eric Sedlar, Jatin Chhugani, Tim Kaldewey, Anthony D. Nguyen, Andrea Di Blas, Victor W. Lee, Nadathur Satish, Pradeep Dubey:
Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs. Proc. VLDB Endow. 2(2): 1378-1389 (2009) - [j4]Mikhail Smelyanskiy, David R. Holmes III, Jatin Chhugani, Alan Larson, Doug Carmean, Dennis P. Hanson, Pradeep Dubey, Kurt Augustine, Daehyun Kim, Alan Kyker, Victor W. Lee, Anthony D. Nguyen, Larry Seiler, Richard A. Robb:
Mapping High-Fidelity Volume Rendering for Medical Imaging to CPU, GPU and Many-Core Architectures. IEEE Trans. Vis. Comput. Graph. 15(6): 1563-1570 (2009) - 2008
- [j3]Yen-Kuang Chen, Jatin Chhugani, Pradeep Dubey, Christopher J. Hughes, Daehyun Kim, Sanjeev Kumar, Victor W. Lee, Anthony D. Nguyen, Mikhail Smelyanskiy:
Convergence of Recognition, Mining, and Synthesis Workloads and Its Implications. Proc. IEEE 96(5): 790-807 (2008) - [j2]Jatin Chhugani, Anthony D. Nguyen, Victor W. Lee, William Macy, Mostafa Hagog, Yen-Kuang Chen, Akram Baransi, Sanjeev Kumar, Pradeep Dubey:
Efficient implementation of sorting on multi-core SIMD CPU architecture. Proc. VLDB Endow. 1(2): 1313-1324 (2008) - 2003
- [j1]Mani Azimi, Ching-Tsun Chou, Akhilesh Kumar, Victor W. Lee, Phanindra K. Mannava, Seungjoon Park:
Experience with Applying Formal Methods to Protocol Specification and System Architecture. Formal Methods Syst. Des. 22(2): 109-116 (2003)
Conference and Workshop Papers
- 2019
- [c19]Atilim Gunes Baydin, Lei Shao, Wahid Bhimji, Lukas Heinrich, Saeid Naderiparizi, Andreas Munk, Jialin Liu, Bradley Gram-Hansen, Gilles Louppe, Lawrence Meadows, Philip H. S. Torr, Victor W. Lee, Kyle Cranmer, Prabhat, Frank Wood:
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model. NeurIPS 2019: 5460-5473 - [c18]Atilim Günes Baydin, Lei Shao, Wahid Bhimji, Lukas Heinrich, Lawrence Meadows, Jialin Liu, Andreas Munk, Saeid Naderiparizi, Bradley Gram-Hansen, Gilles Louppe, Mingfei Ma, Xiaohui Zhao, Philip H. S. Torr, Victor W. Lee, Kyle Cranmer, Prabhat, Frank Wood:
Etalumis: bringing probabilistic programming to scientific simulators at scale. SC 2019: 29:1-29:24 - [c17]Adam Rupe, Prabhat, James P. Crutchfield, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee:
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. MLHPC@SC 2019: 75-87 - 2018
- [c16]Amrita Mathuriya, Deborah Bard, Peter Mendygral, Lawrence Meadows, James Arnemann, Lei Shao, Siyu He, Tuomas Kärnä, Diana Moise, Simon J. Pennycook, Kristyn J. Maschhoff, Jason Sewall, Nalini Kumar, Shirley Ho, Michael F. Ringenburg, Prabhat, Victor W. Lee:
CosmoFlow: using deep learning to learn the universe at scale. SC 2018: 65:1-65:11 - 2017
- [c15]Yuxin Bai, Victor W. Lee, Engin Ipek:
Voltage Regulator Efficiency Aware Power Management. ASPLOS 2017: 825-838 - [c14]Rajkishore Barik, Tatiana Shpeisman, Hongbo Rong, Chunling Hu, Victor W. Lee, Todd A. Anderson, Greg Henry, Hai Liu, Youfeng Wu, Paul Petersen, Geoff Lowney:
Mozart : Efficient Composition of Library Functions for Heterogeneous Execution. LCPC 2017: 182-202 - 2015
- [c13]Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey:
Architecting to achieve a billion requests per second throughput on a single key-value store server platform. ISCA 2015: 476-488 - 2014
- [c12]Kenneth Czechowski, Victor W. Lee, Ed Grochowski, Ronny Ronen, Ronak Singhal, Richard W. Vuduc, Pradeep Dubey:
Improving the energy efficiency of Big Cores. ISCA 2014: 493-504 - 2013
- [c11]Bálint Joó, Dhiraj D. Kalamkar, Karthikeyan Vaidyanathan, Mikhail Smelyanskiy, Kiran Pamnany, Victor W. Lee, Pradeep Dubey, William A. Watson III:
Lattice QCD on Intel® Xeon PhiTM Coprocessors. ISC 2013: 40-54 - 2012
- [c10]Victor W. Lee, Ed Grochowski, Robert Geva:
Performance Benefits of Heterogeneous Computing in HPC Workloads. IPDPS Workshops 2012: 16-26 - [c9]Gang Liu, Jih-Kwon Peir, Victor W. Lee:
Miss-Correlation Folding: Encoding Per-Block Miss Correlations in Compressed DRAM for Data Prefetching. IPDPS 2012: 691-702 - [c8]Rob F. Van der Wijngaart, Srinivas Sridharan, Victor W. Lee:
Extending the BT NAS parallel benchmark to exascale computing. SC 2012: 94 - 2011
- [c7]Victor W. Lee, Yen-Kuang Chen, Pradeep Debuy:
Emerging applications for multi/many-core processors. ISCAS 2011: 1524-1527 - 2010
- [c6]Victor W. Lee, Changkyu Kim, Jatin Chhugani, Michael Deisher, Daehyun Kim, Anthony D. Nguyen, Nadathur Satish, Mikhail Smelyanskiy, Srinivas Chennupaty, Per Hammarlund, Ronak Singhal, Pradeep Dubey:
Debunking the 100X GPU vs. CPU myth: an evaluation of throughput computing on CPU and GPU. ISCA 2010: 451-460 - [c5]Changkyu Kim, Jatin Chhugani, Nadathur Satish, Eric Sedlar, Anthony D. Nguyen, Tim Kaldewey, Victor W. Lee, Scott A. Brandt, Pradeep Dubey:
FAST: fast architecture sensitive tree search on modern CPUs and GPUs. SIGMOD Conference 2010: 339-350 - [c4]Nadathur Satish, Changkyu Kim, Jatin Chhugani, Anthony D. Nguyen, Victor W. Lee, Daehyun Kim, Pradeep Dubey:
Fast sort on CPUs and GPUs: a case for bandwidth oblivious SIMD sort. SIGMOD Conference 2010: 351-362 - 2008
- [c3]Sanjeev Kumar, Daehyun Kim, Mikhail Smelyanskiy, Yen-Kuang Chen, Jatin Chhugani, Christopher J. Hughes, Changkyu Kim, Victor W. Lee, Anthony D. Nguyen:
Atomic Vector Operations on Chip Multiprocessors. ISCA 2008: 441-452 - 2007
- [c2]Mikhail Smelyanskiy, Victor W. Lee, Daehyun Kim, Anthony D. Nguyen, Pradeep Dubey:
Scaling performance of interior-point method on large-scale chip multiprocessor system. SC 2007: 22 - 2006
- [c1]Xudong Shi, Zhen Yang, Jih-Kwon Peir, Lu Peng, Yen-Kuang Chen, Victor W. Lee, B. Liang:
Coterminous locality and coterminous group data prefetching on chip-multiprocessors. IPDPS 2006
Informal and Other Publications
- 2019
- [i6]Atilim Günes Baydin, Lei Shao, Wahid Bhimji, Lukas Heinrich, Lawrence Meadows, Jialin Liu, Andreas Munk, Saeid Naderiparizi, Bradley Gram-Hansen, Gilles Louppe, Mingfei Ma, Xiaohui Zhao, Philip H. S. Torr, Victor W. Lee, Kyle Cranmer, Prabhat, Frank Wood:
Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale. CoRR abs/1907.03382 (2019) - [i5]Adam Rupe, Karthik Kashinath, Nalini Kumar, Victor W. Lee, Prabhat, James P. Crutchfield:
Towards Unsupervised Segmentation of Extreme Weather Events. CoRR abs/1909.07520 (2019) - [i4]Adam Rupe, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee, Prabhat, James P. Crutchfield:
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. CoRR abs/1909.11822 (2019) - 2018
- [i3]Amrita Mathuriya, Deborah Bard, Peter Mendygral, Lawrence Meadows, James Arnemann, Lei Shao, Siyu He, Tuomas Karna, Diana Moise, Simon J. Pennycook, Kristyn J. Maschhoff, Jason Sewall, Nalini Kumar, Shirley Ho, Michael F. Ringenburg, Prabhat, Victor W. Lee:
CosmoFlow: Using Deep Learning to Learn the Universe at Scale. CoRR abs/1808.04728 (2018) - 2017
- [i2]Amrita Mathuriya, Thorsten Kurth, Vivek Rane, Mustafa Mustafa, Lei Shao, Debbie Bard, Prabhat, Victor W. Lee:
Scaling GRPC Tensorflow on 512 nodes of Cori Supercomputer. CoRR abs/1712.09388 (2017) - 2016
- [i1]Simon J. Pennycook, Jason D. Sewall, Victor W. Lee:
A Metric for Performance Portability. CoRR abs/1611.07409 (2016)
Coauthor Index
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