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ORCIDPeng Sun 0006
Person information
- affiliation: Nanyang Technological University, Energy Research Institute, Interdisciplinary Graduate School, Singapore
Other persons with the same name
- Peng Sun — disambiguation page
- Peng Sun 0001
![[0000-0002-3892-5936]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-3892-5936")
— Duke University, Fuqua School of Business, Durham, NC, USA - Peng Sun 0002 — Zhengzhou University, School of Information Engineering, China
- Peng Sun 0003 — Hunan University, Changsha, China (and 1 more)
- Peng Sun 0004 — Jinan University, Institute of Industrial Economics, Guangzhou, China
- Peng Sun 0005 — Eindhoven University of Technology, School of Industrial Engineering, Operations, Planning, Accounting and Control, The Netherlands
- Peng Sun 0007 — Duke Kunshan University, Jiangsu, China (and 1 more)
- Peng Sun 0008 — Saarland University, Saarbrücken, Germany
- Peng Sun 0009 — Criminal Investigation Police University of China, Department of Criminal Science and Technique, Shenyang, China
- Peng Sun 0010 — Delft University of Technology, Faculty of Electrical Engineering, Mathematics and Computer Science, Netherlands
- Peng Sun 0011 — Tencent AI Lab, Shenzhen, China (and 1 more)
- Peng Sun 0012 — Northwestern Polytechnical University, School of Computer Science, Xi'an, China
- Peng Sun 0013 — Northwestern Polytechnical University, School of Astronautics, Xi'an, China (and 1 more)
- Peng Sun 0014 — The Climate Corporation, San Francisco, CA, USA (and 1 more)
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2020 – today
- 2023
[c14]Qinghao Hu, Meng Zhang, Peng Sun, Yonggang Wen, Tianwei Zhang:
Lucid: A Non-intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs. ASPLOS (2) 2023: 457-472- [c13]Qinghao Hu, Zhisheng Ye, Meng Zhang, Qiaoling Chen, Peng Sun, Yonggang Wen, Tianwei Zhang:
Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters. OSDI 2023: 757-777 - [i13]Meng Zhang, Qinghao Hu, Peng Sun, Yonggang Wen, Tianwei Zhang:
Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication. CoRR abs/2303.01277 (2023) - 2022
- [j4]Peng Sun, Yonggang Wen, Ruobing Han, Wansen Feng, Shengen Yan:
GradientFlow: Optimizing Network Performance for Large-Scale Distributed DNN Training. IEEE Trans. Big Data 8(2): 495-507 (2022) - [j3]Zhisheng Ye, Peng Sun, Wei Gao, Tianwei Zhang, Xiaolin Wang, Shengen Yan, Yingwei Luo:
Astraea: A Fair Deep Learning Scheduler for Multi-Tenant GPU Clusters. IEEE Trans. Parallel Distributed Syst. 33(11): 2781-2793 (2022) - [c12]Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang:
Titan: a scheduler for foundation model fine-tuning workloads. SoCC 2022: 348-354 - [c11]Qinghao Hu, Harsha Nori, Peng Sun, Yonggang Wen, Tianwei Zhang:
Primo: Practical Learning-Augmented Systems with Interpretable Models. USENIX Annual Technical Conference 2022: 519-538 - [i12]Ruofan Liang, Bingsheng He, Shengen Yan, Peng Sun:
A Simulation Platform for Multi-tenant Machine Learning Services on Thousands of GPUs. CoRR abs/2201.03175 (2022) - [i11]Wei Gao, Qinghao Hu, Zhisheng Ye, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen:
Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision. CoRR abs/2205.11913 (2022) - 2021
- [c10]Wei Gao, Zhisheng Ye, Peng Sun, Yonggang Wen, Tianwei Zhang:
Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs. SoCC 2021: 609-623 - [c9]Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang:
Characterization and prediction of deep learning workloads in large-scale GPU datacenters. SC 2021: 104 - [i10]Yizheng Huang, Huaizheng Zhang, Yonggang Wen, Peng Sun, Nguyen Binh Duong Ta:
ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems. CoRR abs/2106.03122 (2021) - [i9]Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang:
Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters. CoRR abs/2109.01313 (2021) - 2020
- [j2]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine. IEEE Trans. Big Data 6(4): 816-829 (2020) - [c8]Lei Xie, Jidong Zhai, Baodong Wu, Yuanbo Wang, Xingcheng Zhang, Peng Sun, Shengen Yan:
Elan: Towards Generic and Efficient Elastic Training for Deep Learning. ICDCS 2020: 78-88
2010 – 2019
- 2019
- [r1]Peng Sun, Yonggang Wen:
Scalable Architectures for Big Data Analysis. Encyclopedia of Big Data Technologies 2019 - [i8]Peng Sun, Wansen Feng, Ruobing Han, Shengen Yan, Yonggang Wen:
Optimizing Network Performance for Distributed DNN Training on GPU Clusters: ImageNet/AlexNet Training in 1.5 Minutes. CoRR abs/1902.06855 (2019) - 2018
- [j1]Peng Sun, Yonggang Wen, Duong Nguyen Binh Ta, Haiyong Xie:
MetaFlow: A Scalable Metadata Lookup Service for Distributed File Systems in Data Centers. IEEE Trans. Big Data 4(2): 203-216 (2018) - [c7]Zhenzhen Hu, Peng Sun, Yonggang Wen:
Speeding-Up Age Estimation in Intelligent Demographics System via Network Optimization. ICC 2018: 1-7 - [i7]Wuqiong Luo, Wee Peng Tay, Peng Sun, Yonggang Wen:
On Distributed Algorithms for Cost-Efficient Data Center Placement in Cloud Computing. CoRR abs/1802.01289 (2018) - [i6]Zhenzhen Hu, Peng Sun, Yonggang Wen:
Speeding-up Age Estimation in Intelligent Demographics System via Network Optimization. CoRR abs/1805.08373 (2018) - [i5]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine. CoRR abs/1810.04334 (2018) - 2017
- [c6]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphH: High Performance Big Graph Analytics in Small Clusters. CLUSTER 2017: 256-266 - [c5]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine. ICPADS 2017: 276-283 - [c4]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan:
Towards Distributed Machine Learning in Shared Clusters: A Dynamically-Partitioned Approach. SMARTCOMP 2017: 1-6 - [i4]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan:
Towards Distributed Machine Learning in Shared Clusters: A Dynamically-Partitioned Approach. CoRR abs/1704.06738 (2017) - [i3]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphH: High Performance Big Graph Analytics in Small Clusters. CoRR abs/1705.05595 (2017) - [i2]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine. CoRR abs/1707.02557 (2017) - 2016
- [c3]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan:
Timed Dataflow: Reducing Communication Overhead for Distributed Machine Learning Systems. ICPADS 2016: 1110-1117 - [i1]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Haiyong Xie:
MetaFlow: a Scalable Metadata Lookup Service for Distributed File Systems in Data Centers. CoRR abs/1611.01594 (2016) - 2014
- [c2]Zhiming Hu, Yan Qiao, Jun Luo, Peng Sun, Yonggang Wen:
CREATE: Correlation enhanced traffic matrix estimation in Data Center Networks. Networking 2014: 1-9 - 2013
- [c1]Jianxiong Yin, Peng Sun, Yonggang Wen, Haigang Gong, Ming Liu, Xuelong Li, Haipeng You, Jinqi Gao, Cynthia Lin:
Cloud3DView: an interactive tool for cloud data center operations. SIGCOMM 2013: 499-500
Coauthor Index
aka: Duong Nguyen Binh Ta
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