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ORCIDQuan Chen 0002
Person information
- affiliation: Shanghai Jiao Tong University, Department of Computer Science and Engineering, Shanghai Institute for Advanced Communication and Data Science, China
- affiliation (2014 - 2016): University of Michigan, Ann Arbor, MI, USA
- affiliation (PhD 2014): Shanghai Jiao Tong University, School of Software, China
Other persons with the same name
- Quan Chen — disambiguation page
- Quan Chen 0001
![[0000-0002-6691-2235]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-6691-2235")
— Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, Beijing, China (and 1 more) - Quan Chen 0003 — Guangdong University of Technology, School of Computers, Guangzhou, China (and 1 more)
- Quan Chen 0004 — University at Albany, NY, USA
- Quan Chen 0005 — Wuhan Textile University, School of Electronic and Electrical Engineering, China (and 1 more)
- Quan Chen 0006 — Alibaba Group
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2020 – today
- 2024
[j34]Cong Guo, Fengchen Xue, Jingwen Leng, Yuxian Qiu, Yue Guan, Weihao Cui, Quan Chen, Minyi Guo:
Accelerating Sparse DNNs Based on Tiled GEMM. IEEE Trans. Computers 73(5): 1275-1289 (2024)- [c90]Lixian Ma, Haoruo Chen, En Shao, Leping Wang, Quan Chen, Guangming Tan:
POSTER: FineCo: Fine-grained Heterogeneous Resource Management for Concurrent DNN Inferences. PPoPP 2024: 451-453 - [i24]Cong Guo, Fengchen Xue, Jingwen Leng, Yuxian Qiu, Yue Guan, Weihao Cui, Quan Chen, Minyi Guo:
Accelerating Sparse DNNs Based on Tiled GEMM. CoRR abs/2402.10876 (2024) - [i23]Chunyu Xue, Weihao Cui, Han Zhao, Quan Chen, Shulai Zhang, Pengyu Yang, Jing Yang, Shaobo Li, Minyi Guo:
A Codesign of Scheduling and Parallelization for Large Model Training in Heterogeneous Clusters. CoRR abs/2403.16125 (2024) - 2023
- [j33]Shuai Xue, Shang Zhao, Quan Chen, Zhuo Song, Shanpei Chen, Tao Ma, Yong Yang, Wenli Zheng, Minyi Guo:
Kronos: towards bus contention-aware job scheduling in warehouse scale computers. Frontiers Comput. Sci. 17(1): 171101 (2023) - [j32]Pu Pang, Gang Deng, Kaihao Bai, Quan Chen, Shixuan Sun, Bo Liu, Yu Xu, Hongbo Yao, Zhengheng Wang, Xiyu Wang, Zheng Liu, Zhuo Song, Yong Yang, Tao Ma, Minyi Guo:
Async-fork: Mitigating Query Latency Spikes Incurred by the Fork-based Snapshot Mechanism from the OS Level. Proc. VLDB Endow. 16(5): 1033-1045 (2023) - [j31]Han Zhao, Weihao Cui, Quan Chen, Minyi Guo:
ISPA: Exploiting Intra-SM Parallelism in GPUs via Fine-Grained Resource Management. IEEE Trans. Computers 72(5): 1473-1487 (2023) - [j30]Deze Zeng, Andong Zhu, Lin Gu, Peng Li, Quan Chen, Minyi Guo:
Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. IEEE Trans. Computers 72(10): 2963-2977 (2023) - [j29]Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Deze Zeng, Minyi Guo:
Improving Cluster Utilization Through Adaptive Resource Management for Deep Neural Network and CPU Jobs Colocation. IEEE Trans. Computers 72(12): 3458-3472 (2023) - [j28]Guangjing Du, Yao Wang, Guoqiang Wang, Quan Chen:
A Robust Calibration and Adaptive Multipair of Magnetic Gradient Tensors Localization Method for Magnetic Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j27]Yu Du, Zhe Wang, Jun Li, Long Shi, Dushantha Nalin K. Jayakody, Quan Chen, Wen Chen, Zhu Han:
Blockchain-Aided Edge Computing Market: Smart Contract and Consensus Mechanisms. IEEE Trans. Mob. Comput. 22(6): 3193-3208 (2023) - [j26]Yuepeng Li, Deze Zeng, Lin Gu, Andong Zhu, Quan Chen, Shui Yu:
PASTO: Enabling Secure and Efficient Task Offloading in TrustZone-Enabled Edge Clouds. IEEE Trans. Veh. Technol. 72(6): 8234-8238 (2023) - [c89]Zijun Li, Chuhao Xu, Quan Chen, Jieru Zhao, Chen Chen, Minyi Guo:
DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration. ASPLOS (4) 2023: 57-72 - [c88]Teng Ma, Shanpei Chen, Yihao Wu, Erwei Deng, Zhuo Song, Quan Chen, Minyi Guo:
Efficient Scheduler Live Update for Linux Kernel with Modularization. ASPLOS (3) 2023: 194-207 - [c87]Yangjie Zhou, Yaoxu Song, Jingwen Leng, Zihan Liu, Weihao Cui, Zhendong Zhang, Cong Guo, Quan Chen, Li Li, Minyi Guo:
AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs. CF 2023: 52-62 - [c86]Xinkai Wang, Hao He, Yuancheng Li, Chao Li, Xiaofeng Hou, Jing Wang, Quan Chen, Jingwen Leng, Minyi Guo, Leibo Wang:
Not All Resources are Visible: Exploiting Fragmented Shadow Resources in Shared-State Scheduler Architecture. SoCC 2023: 109-124 - [c85]Binghao Chen, Han Zhao, Weihao Cui, Yifu He, Shulai Zhang, Quan Chen, Zijun Li, Minyi Guo:
Maximizing the Utilization of GPUs Used by Cloud Gaming through Adaptive Co-location with Combo. SoCC 2023: 265-280 - [c84]Guan Shen, Jieru Zhao, Zeke Wang, Zhe Lin, Wenchao Ding, Chentao Wu, Quan Chen, Minyi Guo:
MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems. DAC 2023: 1-6 - [c83]Jiagan Cheng, Yilong Zhao, Zijun Li, Quan Chen, Weihao Cui, Minyi Guo:
Microless: Cost-Efficient Hybrid Deployment of Microservices on IaaS VMs and Serverless. ICPADS 2023: 2303-2310 - [c82]Bo Liu, Kaihao Bai, Pu Pang, Quan Chen, Yaoxuan Li, Zhuo Song, Baolin Wang, Minyi Guo:
PMR: Priority Memory Reclaim to Improve the Performance of Latency-Critical Services. ICPADS 2023: 2452-2459 - [c81]Pu Pang, Yaoxuan Li, Bo Liu, Quan Chen, Zhou Yu, Zhibin Yu, Deze Zeng, Jingwen Leng, Jieru Zhao, Minyi Guo:
PAC: Preference-Aware Co-location Scheduling on Heterogeneous NUMA Architectures To Improve Resource Utilization. ICS 2023: 75-86 - [c80]Jing Li, Jianping Wang, Quan Chen, Yuchen Li, Albert Y. Zomaya:
Digital Twin-Enabled Service Satisfaction Enhancement in Edge Computing. INFOCOM 2023: 1-10 - [c79]Yuepeng Li, Deze Zeng, Lin Gu, Mingwei Ou, Quan Chen:
On Efficient Zygote Container Planning toward Fast Function Startup in Serverless Edge Cloud. INFOCOM 2023: 1-9 - [c78]Lu Zhang, Chao Li, Xinkai Wang, Weiqi Feng, Zheng Yu, Quan Chen, Jingwen Leng, Minyi Guo, Pu Yang, Shang Yue:
FIRST: Exploiting the Multi-Dimensional Attributes of Functions for Power-Aware Serverless Computing. IPDPS 2023: 864-874 - [c77]Deze Zeng, Lin Gu, Quan Chen, Yu Lei:
CONTC: A Traffic Control System for Container Overlay Networks. IWQoS 2023: 1-10 - [c76]Deze Zeng, Andong Zhu, Lin Gu, Quan Chen, Minyi Guo:
On Efficient Packet Batching and Resource Allocation for GPU based NFV Acceleration. IWQoS 2023: 1-10 - [c75]Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo:
Optimizing Dynamic Neural Networks with Brainstorm. OSDI 2023: 797-815 - [c74]Kaihua Fu, Quan Chen, Yuzhuo Yang, Jiuchen Shi, Chao Li, Minyi Guo:
BLAD: Adaptive Load Balanced Scheduling and Operator Overlap Pipeline For Accelerating The Dynamic GNN Training. SC 2023: 37:1-37:13 - [c73]Jiuchen Shi, Hang Zhang, Zhixin Tong, Quan Chen, Kaihua Fu, Minyi Guo:
Nodens: Enabling Resource Efficient and Fast QoS Recovery of Dynamic Microservice Applications in Datacenters. USENIX Annual Technical Conference 2023: 403-417 - [e7]Quan Chen, Zhiyi Huang, Min Si:
Proceedings of the 14th International Workshop on Programming Models and Applications for Multicores and Manycores, PMAM@PPoPP 2023, Montreal, QC, Canada, 25 February 2023 - 1 March 2023. ACM 2023, ISBN 979-8-4007-0115-3 [contents] - [i22]Pu Pang, Gang Deng, Kaihao Bai, Quan Chen, Shixuan Sun, Bo Liu, Yu Xu, Hongbo Yao, Zhengheng Wang, Xiyu Wang, Zheng Liu, Zhuo Song, Yong Yang, Tao Ma, Minyi Guo:
Async-fork: Mitigating Query Latency Spikes Incurred by the Fork-based Snapshot Mechanism from the OS Level. CoRR abs/2301.05861 (2023) - [i21]Zijun Li, Chuhao Xu, Quan Chen, Jieru Zhao, Chen Chen, Minyi Guo:
DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration. CoRR abs/2304.14629 (2023) - [i20]Yangjie Zhou, Yaoxu Song, Jingwen Leng, Zihan Liu, Weihao Cui, Zhendong Zhang, Cong Guo, Quan Chen, Li Li, Minyi Guo:
AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs. CoRR abs/2305.17408 (2023) - [i19]Xiaoxiang Shi, Chao Li, Zijun Li, Zihan Liu, Dianmo Sheng, Quan Chen, Jingwen Leng, Minyi Guo:
DFlow: Efficient Dataflow-based Invocation Workflow Execution for Function-as-a-Service. CoRR abs/2306.11043 (2023) - [i18]Guan Shen, Jieru Zhao, Zeke Wang, Zhe Lin, Wenchao Ding, Chentao Wu, Quan Chen, Minyi Guo:
MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems. CoRR abs/2307.12234 (2023) - [i17]Jiawen Wang, Quan Chen, Deze Zeng, Zhuo Song, Chen Chen, Minyi Guo:
STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs. CoRR abs/2309.15875 (2023) - [i16]Yecheng Yang, Pu Pang, Jiawen Wang, Quan Chen, Minyi Guo:
Adaptive CPU Resource Allocation for Emulator in Kernel-based Virtual Machine. CoRR abs/2310.14741 (2023) - [i15]Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu:
JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. CoRR abs/2312.01712 (2023) - 2022
- [j25]Min Si, Quan Chen, Zhiyi Huang:
Special issue on programming models and applications for multicores and manycores 2019-2020. Concurr. Comput. Pract. Exp. 34(2) (2022) - [j24]Min Si, Quan Chen, Zhiyi Huang:
Special Issue on Programming Models and Applications for Multicores and Manycores 2020. Concurr. Comput. Pract. Exp. 34(2) (2022) - [j23]Zijun Li, Linsong Guo, Jiagan Cheng, Quan Chen, Bingsheng He, Minyi Guo:
The Serverless Computing Survey: A Technical Primer for Design Architecture. ACM Comput. Surv. 54(10s): 220:1-220:34 (2022) - [j22]Jiuchen Shi, Xiaoqing Cai, Wenli Zheng, Quan Chen, Deze Zeng, Tatsuhiro Tsuchiya, Minyi Guo:
Reliability and Incentive of Performance Assessment for Decentralized Clouds. J. Comput. Sci. Technol. 37(5): 1176-1199 (2022) - [j21]Wei Zhang, Quan Chen, Ningxin Zheng, Weihao Cui, Kaihua Fu, Minyi Guo:
Toward QoS-Awareness and Improved Utilization of Spatial Multitasking GPUs. IEEE Trans. Computers 71(4): 866-879 (2022) - [j20]Kaihua Fu, Wei Zhang, Quan Chen, Deze Zeng, Minyi Guo:
Adaptive Resource Efficient Microservice Deployment in Cloud-Edge Continuum. IEEE Trans. Parallel Distributed Syst. 33(8): 1825-1840 (2022) - [j19]Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Y. Zomaya, Minyi Guo:
Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds. IEEE Trans. Parallel Distributed Syst. 33(10): 4311-4325 (2022) - [j18]Guangqiang Luan, Pu Pang, Quan Chen, Shuai Xue, Zhuo Song, Minyi Guo:
Online Thread Auto-Tuning for Performance Improvement and Resource Saving. IEEE Trans. Parallel Distributed Syst. 33(12): 3746-3759 (2022) - [c72]Zihan Liu, Jingwen Leng, Zhihui Zhang, Quan Chen, Chao Li, Minyi Guo:
VELTAIR: towards high-performance multi-tenant deep learning services via adaptive compilation and scheduling. ASPLOS 2022: 388-401 - [c71]Wei Zhang, Quan Chen, Kaihua Fu, Ningxin Zheng, Zhiyi Huang, Jingwen Leng, Minyi Guo:
Astraea: towards QoS-aware and resource-efficient multi-stage GPU services. ASPLOS 2022: 570-582 - [c70]Zijun Li, Yushi Liu, Linsong Guo, Quan Chen, Jiagan Cheng, Wenli Zheng, Minyi Guo:
FaaSFlow: enable efficient workflow execution for function-as-a-service. ASPLOS 2022: 782-796 - [c69]Jiuchen Shi, Kaihua Fu, Quan Chen, Changpeng Yang, Pengfei Huang, Mosong Zhou, Jieru Zhao, Chen Chen, Minyi Guo:
Characterizing and orchestrating VM reservation in geo-distributed clouds to improve the resource efficiency. SoCC 2022: 94-109 - [c68]Guan Shen, Jieru Zhao, Quan Chen, Jingwen Leng, Chao Li, Minyi Guo:
SALO: an efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences. DAC 2022: 571-576 - [c67]Han Zhao, Weihao Cui, Quan Chen, Youtao Zhang, Yanchao Lu, Chao Li, Jingwen Leng, Minyi Guo:
Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS. HPCA 2022: 800-813 - [c66]Qinbin Li, Yiqun Diao, Quan Chen, Bingsheng He:
Federated Learning on Non-IID Data Silos: An Experimental Study. ICDE 2022: 965-978 - [c65]Shulai Zhang, Weihao Cui, Quan Chen, Zhengnian Zhang, Yue Guan, Jingwen Leng, Chao Li, Minyi Guo:
PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences. ICS 2022: 37:1-37:12 - [c64]Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Quan Chen, Minyi Guo:
Exploring Efficient Microservice Level Parallelism. IPDPS 2022: 223-233 - [c63]Jiuchen Shi, Jiawen Wang, Kaihua Fu, Quan Chen, Deze Zeng, Minyi Guo:
QoS-awareness of Microservices with Excessive Loads via Inter-Datacenter Scheduling. IPDPS 2022: 324-334 - [c62]Haowei Huang, Pu Pang, Quan Chen, Jieru Zhao, Wenli Zheng, Minyi Guo:
CSC: Collaborative System Configuration for I/O-Intensive Applications in Multi-Tenant Clouds. IPDPS 2022: 1327-1337 - [c61]Kaihua Fu, Jiuchen Shi, Quan Chen, Ningxin Zheng, Wei Zhang, Deze Zeng, Minyi Guo:
QoS-Aware Irregular Collaborative Inference for Improving Throughput of DNN Services. SC 2022: 69:1-69:14 - [c60]Zijun Li, Jiagan Cheng, Quan Chen, Eryu Guan, Zizheng Bian, Yi Tao, Bin Zha, Qiang Wang, Weidong Han, Minyi Guo:
RunD: A Lightweight Secure Container Runtime for High-density Deployment and High-concurrency Startup in Serverless Computing. USENIX Annual Technical Conference 2022: 53-68 - [c59]Zijun Li, Linsong Guo, Quan Chen, Jiagan Cheng, Chuhao Xu, Deze Zeng, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo:
Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing. USENIX Annual Technical Conference 2022: 69-84 - [c58]Weihao Cui, Han Zhao, Quan Chen, Hao Wei, Zirui Li, Deze Zeng, Chao Li, Minyi Guo:
DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs. USENIX Annual Technical Conference 2022: 183-198 - [c57]Wei Zhang, Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo:
PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training. USENIX Annual Technical Conference 2022: 217-232 - [i14]Zihan Liu, Jingwen Leng, Zhihui Zhang, Quan Chen, Chao Li, Minyi Guo:
VELTAIR: Towards High-Performance Multi-tenant Deep Learning Services via Adaptive Compilation and Scheduling. CoRR abs/2201.06212 (2022) - [i13]Guan Shen, Jieru Zhao, Quan Chen, Jingwen Leng, Chao Li, Minyi Guo:
SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences. CoRR abs/2206.14550 (2022) - 2021
- [j17]Pu Pang, Quan Chen, Deze Zeng, Minyi Guo:
Adaptive Preference-Aware Co-Location for Improving Resource Utilization of Power Constrained Datacenters. IEEE Trans. Parallel Distributed Syst. 32(2): 441-456 (2021) - [j16]Weihao Cui, Quan Chen, Han Zhao, Mengze Wei, Xiaoxin Tang, Minyi Guo:
E2bird: Enhanced Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services. IEEE Trans. Parallel Distributed Syst. 32(6): 1307-1321 (2021) - [c56]Pengyu Wang, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Jingwen Leng, Quan Chen, Minyi Guo:
Skywalker: Efficient Alias-Method-Based Graph Sampling and Random Walk on GPUs. PACT 2021: 304-317 - [c55]Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Y. Zomaya, Minyi Guo:
Lasagna: Accelerating Secure Deep Learning Inference in SGX-enabled Edge Cloud. SoCC 2021: 533-545 - [c54]Han Zhao, Weihao Cui, Quan Chen, Jieru Zhao, Jingwen Leng, Minyi Guo:
Exploiting Intra-SM Parallelism in GPUs via Persistent and Elastic Blocks. ICCD 2021: 290-298 - [c53]Wei Zhang, Kaihua Fu, Ningxin Zheng, Quan Chen, Chao Li, Wenli Zheng, Minyi Guo:
CHARM: Collaborative Host and Accelerator Resource Management for GPU Datacenters. ICCD 2021: 307-315 - [c52]Shulai Zhang, Zirui Li, Quan Chen, Wenli Zheng, Jingwen Leng, Minyi Guo:
Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection. ICPP 2021: 83:1-83:10 - [c51]Yangjie Zhou, Mengtian Yang, Cong Guo, Jingwen Leng, Yun Liang, Quan Chen, Minyi Guo, Yuhao Zhu:
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators. IISWC 2021: 214-225 - [c50]Qiming Zheng, Quan Chen, Kaihao Bai, Huifeng Guo, Yong Gao, Xiuqiang He, Minyi Guo:
BiPS: Hotness-aware Bi-tier Parameter Synchronization for Recommendation Models. IPDPS 2021: 609-618 - [c49]Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Shaolei Ren, Jingwen Leng, Quan Chen, Minyi Guo:
AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph. IPDPS 2021: 797-806 - [c48]Kaihua Fu, Wei Zhang, Quan Chen, Deze Zeng, Xin Peng, Wenli Zheng, Minyi Guo:
QoS-Aware and Resource Efficient Microservice Deployment in Cloud-Edge Continuum. IPDPS 2021: 932-941 - [c47]Andong Zhu, Deze Zeng, Lin Gu, Peng Li, Quan Chen:
Gost: Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. IWQoS 2021: 1-10 - [c46]Weihao Cui, Han Zhao, Quan Chen, Ningxin Zheng, Jingwen Leng, Jieru Zhao, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo:
Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction. SC 2021: 15 - [e6]Quan Chen, Zhiyi Huang, Min Si:
PMAM@PPoPP 2021: Proceedings of the Twelfth International Workshop on Programming Models and Applications for Multicores and Manycores, Virtual Event, Republic of Korea, 27 February 2021. ACM 2021, ISBN 978-1-4503-8348-6 [contents] - [i12]Qinbin Li, Yiqun Diao, Quan Chen, Bingsheng He:
Federated Learning on Non-IID Data Silos: An Experimental Study. CoRR abs/2102.02079 (2021) - [i11]Zijun Li, Quan Chen, Minyi Guo:
Pagurus: Eliminating Cold Startup in Serverless Computing with Inter-Action Container Sharing. CoRR abs/2108.11240 (2021) - [i10]Shulai Zhang, Zirui Li, Quan Chen, Wenli Zheng, Jingwen Leng, Minyi Guo:
Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection. CoRR abs/2109.04253 (2021) - [i9]Yangjie Zhou, Mengtian Yang, Cong Guo, Jingwen Leng, Yun Liang, Quan Chen, Minyi Guo, Yuhao Zhu:
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators. CoRR abs/2110.03901 (2021) - [i8]Zijun Li, Linsong Guo, Jiagan Cheng, Quan Chen, Bingsheng He, Minyi Guo:
The Serverless Computing Survey: A Technical Primer for Design Architecture. CoRR abs/2112.12921 (2021) - 2020
- [j15]Zihan Liu, Jingwen Leng, Guandong Lu, Chenhui Wang, Quan Chen, Minyi Guo:
Survey and design of paleozoic: a high-performance compiler tool chain for deep learning inference accelerator. CCF Trans. High Perform. Comput. 2(4): 332-347 (2020) - [j14]Jin Li, Quan Chen, Jingwen Leng, Weinan Zhang, Minyi Guo:
Probabilistic robust regression with adaptive weights - a case study on face recognition. Frontiers Comput. Sci. 14(5): 145314 (2020) - [j13]Mengze Wei, Wenyi Zhao, Quan Chen, Hao Dai, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo:
Predicting and reining in application-level slowdown on spatial multitasking GPUs. J. Parallel Distributed Comput. 141: 99-114 (2020) - [c45]Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo:
How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention. COLING 2020: 3853-3860 - [c44]Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Bin Yao, Minyi Guo:
Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. DAC 2020: 1-6 - [c43]Jingwen Leng, Alper Buyuktosunoglu, Ramon Bertran, Pradip Bose, Quan Chen, Minyi Guo, Vijay Janapa Reddi:
Asymmetric Resilience: Exploiting Task-Level Idempotency for Transient Error Recovery in Accelerator-Based Systems. HPCA 2020: 44-57 - [c42]Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Kai Yu, Deze Zeng, Chao Li, Minyi Guo:
CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs. ICDCS 2020: 853-863 - [c41]Yuepeng Li, Deze Zeng, Lin Gu, Andong Zhu, Quan Chen:
Task Offloading in Trusted Execution Environment empowered Edge Computing. ICPADS 2020: 316-323 - [c40]Xiaoqing Cai, Jiuchen Shi, Rui Yuan, Chang Liu, Wenli Zheng, Quan Chen, Chao Li, Jingwen Leng, Minyi Guo:
OVERSEE: Outsourcing Verification to Enable Resource Sharing in Edge Environment. ICPP 2020: 71:1-71:11 - [c39]Wei Zhang, Ningxin Zheng, Quan Chen, Yong Yang, Zhuo Song, Tao Ma, Jingwen Leng, Minyi Guo:
URSA: Precise Capacity Planning and Fair Scheduling based on Low-level Statistics for Public Clouds. ICPP 2020: 73:1-73:11 - [c38]Zijun Li, Quan Chen, Shuai Xue, Tao Ma, Yong Yang, Zhuo Song, Minyi Guo:
Amoeba: QoS-Awareness and Reduced Resource Usage of Microservices with Serverless Computing. IPDPS 2020: 399-408 - [c37]Pu Pang, Quan Chen, Deze Zeng, Chao Li, Jingwen Leng, Wenli Zheng, Minyi Guo:
Sturgeon: Preference-aware Co-location for Improving Utilization of Power Constrained Computers. IPDPS 2020: 718-727 - [c36]Zihan Liu, Jingwen Leng, Quan Chen, Chao Li, Wenli Zheng, Li Li, Minyi Guo:
DLFusion: An Auto-Tuning Compiler for Layer Fusion on Deep Neural Network Accelerator. ISPA/BDCloud/SocialCom/SustainCom 2020: 118-127 - [c35]Quan Chen, Shuai Xue, Shang Zhao, Shanpei Chen, Yihao Wu, Yu Xu, Zhuo Song, Tao Ma, Yong Yang, Minyi Guo:
Alita: comprehensive performance isolation through bias resource management for public clouds. SC 2020: 32 - [c34]Shuai Xue, Shang Zhao, Quan Chen, Gang Deng, Zheng Liu, Jie Zhang, Zhuo Song, Tao Ma, Yong Yang, Yanbo Zhou, Keqiang Niu, Sijie Sun, Minyi Guo:
Spool: Reliable Virtualized NVMe Storage Pool in Public Cloud Infrastructure. USENIX Annual Technical Conference 2020: 97-110 - [e5]Quan Chen, Zhiyi Huang, Min Si:
PMAM@PPoPP '20: Eleventh International Workshop on Programming Models and Applications for Multicores and Manycores colocated with the 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, San Diego, California, USA, February 22, 2020. ACM 2020, ISBN 978-1-4503-7522-1 [contents] - [i7]Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Minyi Guo, Bin Yao:
Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. CoRR abs/2002.08326 (2020) - [i6]Wei Zhang, Quan Chen, Kaihua Fu, Ningxin Zheng, Zhiyi Huang, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo:
Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters. CoRR abs/2005.02088 (2020) - [i5]Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo:
How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention. CoRR abs/2011.00943 (2020) - [i4]Zihan Liu, Jingwen Leng, Quan Chen, Chao Li, Wenli Zheng, Li Li, Minyi Guo:
DLFusion: An Auto-Tuning Compiler for Layer Fusion on Deep Neural Network Accelerator. CoRR abs/2011.05630 (2020)
2010 – 2019
- 2019
- [j12]Han Zhao, Quan Chen, Yuxian Qiu, Ming Wu, Yao Shen, Jingwen Leng, Chao Li, Minyi Guo:
Bandwidth and Locality Aware Task-stealing for Manycore Architectures with Bandwidth-Asymmetric Memory. ACM Trans. Archit. Code Optim. 15(4): 55:1-55:26 (2019) - [j11]Yuhai Cao, Chao Li, Jing Wang, Weigong Zhang, Quan Chen, Jingwen Leng, Bin Yao, Yao Shen, Minyi Guo:
DR Refresh: Releasing DRAM Potential by Enabling Read Accesses Under Refresh. IEEE Trans. Computers 68(11): 1584-1596 (2019) - [c33]Ningxin Zheng, Quan Chen, Yong Yang, Jin Li, Wenli Zheng, Minyi Guo:
POSTER: Precise Capacity Planning for Database Public Clouds. PACT 2019: 457-458 - [c32]Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu:
Adversarial Defense Through Network Profiling Based Path Extraction. CVPR 2019: 4777-4786 - [c31]Weihao Cui, Mengze Wei, Quan Chen, Xiaoxin Tang, Jingwen Leng, Li Li, Mingyi Guo:
Ebird: Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services. ICCD 2019: 497-505 - [c30]Shang Zhao, Shuai Xue, Quan Chen, Minyi Guo:
Characterizing and Balancing the Workloads of Semi-Containerized Clouds. ICPADS 2019: 145-148 - [c29]Jingjin Du, Quan Chen, Minyi Guo:
Optimizing the Aggregated Throughput of GPUs in Public Clouds Based on Adaptive Kernel Reordering. ICPADS 2019: 368-375 - [c28]Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, Minyi Guo:
When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management. ICPP 2019: 13:1-13:10 - [c27]Wei Zhang, Weihao Cui, Kaihua Fu, Quan Chen, Daniel Edward Mawhirter, Bo Wu, Chao Li, Minyi Guo:
Laius: Towards latency awareness and improved utilization of spatial multitasking accelerators in datacenters. ICS 2019: 58-68 - [c26]Quan Chen, Zhenning Wang, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo:
Avalon: towards QoS awareness and improved utilization through multi-resource management in datacenters. ICS 2019: 272-283 - [c25]Wenyi Zhao, Quan Chen, Hao Lin, Jianfeng Zhang, Jingwen Leng, Chao Li, Wenli Zheng, Li Li, Minyi Guo:
Themis: Predicting and Reining in Application-Level Slowdown on Spatial Multitasking GPUs. IPDPS 2019: 653-663 - [c24]Lu Zhang, Chao Li, Pengyu Wang, Yunxin Liu, Yang Hu, Quan Chen, Minyi Guo:
Characterizing and orchestrating NFV-ready servers for efficient edge data processing. IWQoS 2019: 22:1-22:10 - [c23]Alessandro Toschi, Mustafa Sanic, Jingwen Leng, Quan Chen, Chunlin Wang, Minyi Guo:
Characterizing Perception Module Performance and Robustness in Production-Scale Autonomous Driving System. NPC 2019: 235-247 - [e4]Xiaoxin Tang, Quan Chen, Pradip Bose, Weiming Zheng, Jean-Luc Gaudiot:
Network and Parallel Computing - 16th IFIP WG 10.3 International Conference, NPC 2019, Hohhot, China, August 23-24, 2019, Proceedings. Lecture Notes in Computer Science 11783, Springer 2019, ISBN 978-3-030-30708-0 [contents] - [e3]Quan Chen, Zhiyi Huang, Min Si:
Proceedings of the 10th International Workshop on Programming Models and Applications for Multicores and Manycores, PMAM@PPoPP 2019, Washington, DC, USA, February 17, 2019. ACM 2019, ISBN 978-1-4503-6290-0 [contents] - [i3]Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu:
Adversarial Defense Through Network Profiling Based Path Extraction. CoRR abs/1904.08089 (2019) - [i2]Ningxin Zheng, Quan Chen, Yong Yang, Wei Zhang, Jin Li, Wenli Zheng, Minyi Guo:
URSA: Precise Capacity Planning and Contention-aware Scheduling for Public Clouds. CoRR abs/1912.11963 (2019) - 2018
- [j10]Wenyi Zhao, Quan Chen, Minyi Guo:
KSM: Online Application-Level Performance Slowdown Prediction for Spatial Multitasking GPGPU. IEEE Comput. Archit. Lett. 17(2): 187-191 (2018) - [j9]Xiangyu Ju, Quan Chen, Zhenning Wang, Minyi Guo, Guang R. Gao:
DCF: A Dataflow-Based Collaborative Filtering Training Algorithm. Int. J. Parallel Program. 46(4): 686-698 (2018) - [j8]Quan Chen, Minyi Guo:
Contention and Locality-Aware Work-Stealing for Iterative Applications in Multi-Socket Computers. IEEE Trans. Computers 67(6): 784-798 (2018) - [c22]Pu Pang, Yixun Zhang, Tianjian Li, Sung Kyu Lim, Quan Chen, Xiaoyao Liang, Li Jiang:
In-growth test for monolithic 3D integrated SRAM. DATE 2018: 569-572 - [c21]Ningxin Zheng, Quan Chen, Chen Chen, Minyi Guo:
CLIBE: Precise Cluster-Level I/O Bandwidth Enforcement in Distributed File System. HPCC/SmartCity/DSS 2018: 124-131 - [c20]Xiaofeng Hou, Luoyao Hao, Chao Li, Quan Chen, Wenli Zheng, Minyi Guo:
Power Grab in Aggressively Provisioned Data Centers: What is the Risk and What Can Be Done About It. ICCD 2018: 26-34 - [c19]Yuhai Cao, Chao Li, Quan Chen, Jingwen Leng, Minyi Guo, Jing Wang, Weigong Zhang:
DR DRAM: Accelerating Memory-Read-Intensive Applications. ICCD 2018: 301-309 - [c18]Ahmad Arib Alfarisy, Quan Chen, Minyi Guo:
Deep learning based classification for paddy pests & diseases recognition. ICMAI 2018: 21-25 - [c17]Jianmin Guo, Yu Jiang, Yue Zhao, Quan Chen, Jiaguang Sun:
DLFuzz: differential fuzzing testing of deep learning systems. ESEC/SIGSOFT FSE 2018: 739-743 - [e2]Quan Chen, Zhiyi Huang, Pavan Balaji:
Proceedings of the 9th International Workshop on Programming Models and Applications for Multicores and Manycores, PMAM@PPoPP 2018, February 25, 2018, Vienna, Austria. ACM 2018 [contents] - [i1]Jianmin Guo, Yu Jiang, Yue Zhao, Quan Chen, Jiaguang Sun:
DLFuzz: Differential Fuzzing Testing of Deep Learning Systems. CoRR abs/1808.09413 (2018) - 2017
- [b1]Quan Chen, Minyi Guo:
Task Scheduling for Multi-core and Parallel Architectures - Challenges, Solutions and Perspectives. Springer 2017, ISBN 978-981-10-6237-7, pp. 1-243 - [c16]Quan Chen, Hailong Yang, Minyi Guo, Ram Srivatsa Kannan, Jason Mars, Lingjia Tang:
Prophet: Precise QoS Prediction on Non-Preemptive Accelerators to Improve Utilization in Warehouse-Scale Computers. ASPLOS 2017: 17-32 - [c15]Hailong Yang, Quan Chen, Moeiz Riaz, Zhongzhi Luan, Lingjia Tang, Jason Mars:
PowerChief: Intelligent Power Allocation for Multi-Stage Applications to Improve Responsiveness on Power Constrained CMP. ISCA 2017: 133-146 - [c14]Yanchao Lu, Quan Chen, Yao Shen, Minyi Guo:
Electro: Toward QoS-Aware Power Management for Latency-Critical Applications. ISPA/IUCC 2017: 221-228 - [c13]Sihuizi Jin, Zhenning Wang, Quan Chen, Minyi Guo:
Preemption-Aware Kernel Scheduling for GPUs. ISPA/IUCC 2017: 525-532 - [e1]Quan Chen, Zhiyi Huang:
Proceedings of the 8th International Workshop on Programming Models and Applications for Multicores and Manycores, PMAM@PPoPP 2017, Austin, TX, USA, February 5, 2017. ACM 2017, ISBN 978-1-4503-4883-6 [contents] - 2016
- [j7]Quan Chen, Long Zheng, Minyi Guo:
Adaptive demand-aware work-stealing in multi-programmed multi-core architectures. Concurr. Comput. Pract. Exp. 28(2): 455-471 (2016) - [c12]Quan Chen, Hailong Yang, Jason Mars, Lingjia Tang:
Baymax: QoS Awareness and Increased Utilization for Non-Preemptive Accelerators in Warehouse Scale Computers. ASPLOS 2016: 681-696 - [c11]Haodong Guo, Quan Chen, Minyi Guo, Liting Xu:
SAWS: Selective Asymmetry-Aware Work-Stealing for Asymmetric Multi-core Architectures. HPCC/SmartCity/DSS 2016: 116-123 - 2015
- [j6]Quan Chen, Minyi Guo:
Locality-Aware Work Stealing Based on Online Profiling and Auto-Tuning for Multisocket Multicore Architectures. ACM Trans. Archit. Code Optim. 12(2): 22:1-22:24 (2015) - [c10]Johann Hauswald, Yiping Kang, Michael A. Laurenzano, Quan Chen, Cheng Li, Trevor N. Mudge, Ronald G. Dreslinski, Jason Mars, Lingjia Tang:
DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers. ISCA 2015: 27-40 - 2014
- [j5]Zhenning Wang, Long Zheng, Quan Chen, Minyi Guo:
CPU + GPU scheduling with asymptotic profiling. Parallel Comput. 40(2): 107-115 (2014) - [j4]Quan Chen, Minyi Guo:
Adaptive workload-aware task scheduling for single-ISA asymmetric multicore architectures. ACM Trans. Archit. Code Optim. 11(1): 8:1-8:25 (2014) - [j3]Daqiang Zhang, Ching-Hsien Hsu, Min Chen, Quan Chen, Naixue Xiong, Jaime Lloret Mauri:
Cold-Start Recommendation Using Bi-Clustering and Fusion for Large-Scale Social Recommender Systems. IEEE Trans. Emerg. Top. Comput. 2(2): 239-250 (2014) - [c9]Quan Chen, Minyi Guo, Haibing Guan:
LAWS: locality-aware work-stealing for multi-socket multi-core architectures. ICS 2014: 3-12 - [c8]Quan Chen, Long Zheng, Minyi Guo, Zhiyi Huang:
EEWA: Energy-Efficient Workload-Aware Task Scheduling in Multi-core Architectures. IPDPS Workshops 2014: 642-651 - [c7]Quan Chen, Long Zheng, Minyi Guo:
DWS: Demand-aware Work-Stealing in Multi-programmed Multi-core Architectures. PMAM 2014: 131 - 2013
- [j2]Quan Chen, Minyi Guo, Qianni Deng, Long Zheng, Song Guo, Yao Shen:
HAT: history-based auto-tuning MapReduce in heterogeneous environments. J. Supercomput. 64(3): 1038-1054 (2013) - [j1]Quan Chen, Minyi Guo, Zhiyi Huang:
Adaptive Cache Aware Bitier Work-Stealing in Multisocket Multicore Architectures. IEEE Trans. Parallel Distributed Syst. 24(12): 2334-2343 (2013) - [c6]Heng Chen, Yao Shen, Quan Chen, Minyi Guo:
HMHS: Hybrid Multistage Heuristic Scheduling Algorithm for Heterogeneous MapReduce System. ICA3PP (1) 2013: 196-205 - [c5]Zhenning Wang, Long Zheng, Quan Chen, Minyi Guo:
CAP: co-scheduling based on asymptotic profiling in CPU+GPU hybrid systems. PMAM 2013: 107-114 - 2012
- [c4]Quan Chen, Minyi Guo, Zhiyi Huang:
CATS: cache aware task-stealing based on online profiling in multi-socket multi-core architectures. ICS 2012: 163-172 - [c3]Quan Chen, Yawen Chen, Zhiyi Huang, Minyi Guo:
WATS: Workload-Aware Task Scheduling in Asymmetric Multi-core Architectures. IPDPS 2012: 249-260 - 2011
- [c2]Quan Chen, Zhiyi Huang, Minyi Guo, Jingyu Zhou:
CAB: Cache Aware Bi-tier Task-Stealing in Multi-socket Multi-core Architecture. ICPP 2011: 722-732 - 2010
- [c1]Quan Chen, Daqiang Zhang, Minyi Guo, Qianni Deng, Song Guo:
SAMR: A Self-adaptive MapReduce Scheduling Algorithm in Heterogeneous Environment. CIT 2010: 2736-2743
Coauthor Index
[j34] [i24] [i23] [j33] [j32] [j31] [j30] [j29] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c78] [c76] [c75] [c74] [c73] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [j23] [j22] [j21] [j20] [j19] [j18] [c72] [c71] [c70] [c69] [c68] [c67] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [i14] [i13] [j17] [j16] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c46] [i11] [i10] [i9] [i8] [j15] [j14] [j13] [c45] [c44] [c43] [c42] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [i7] [i6] [i5] [i4] [j12] [j11] [c33] [c32] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [i3] [i2] [j10] [j9] [j8] [c21] [c20] [c19] [c18] [b1] [c16] [c14] [c13] [j7] [c11] [j6] [j5] [j4] [c9] [c8] [c7] [j2] [j1] [c6] [c5] [c4] [c3] [c2] [c1]
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