default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
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.dagstuhl.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 — Kuaishou Technology, Beijing, China (and 1 more)
- Quan Chen 0007 — Southern University of Science and Technology, School of Microelectronics, Shenzhen, China (and 1 more)
- Quan Chen 0008 — National University of Defense Technology, College of Aerospace Science and Engineering, Changsha, China
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2025
[j42]Xiaoqing Cai, Han Zhao, Xiaofeng Hou, Weihao Cui, Quan Chen, Chao Li, Minyi Guo:
FLAPS: fluctuation-aware power auction strategy for reducing the power overload probability. Frontiers Comput. Sci. 19(5): 195108 (2025)- 2024
- [j41]Qiuyue He, Yao Wang, Ning Xiao, Zhongfeng Wang, Lei Chen, Quan Chen:
Versatile Low-Frequency Magnetoelectric Antenna With Memory in Computing Ability and Internet of Underground Things Application. IEEE Internet Things J. 11(19): 30648-30660 (2024) - [j40]Hongmin Geng, Deze Zeng, Yuepeng Li, Lin Gu, Quan Chen, Peng Li:
PLAYS: Minimizing DNN Inference Latency in Serverless Edge Cloud for Artificial Intelligence of Things. IEEE Internet Things J. 11(23): 37731-37740 (2024) - [j39]Jin Li, Quan Chen, Xiaoxin Tang, Minyi Guo:
SHA: QoS-Aware Software and Hardware Auto-Tuning for Database Systems. J. Comput. Sci. Technol. 39(2): 369-383 (2024) - [j38]Lingyu Sun, Xiaofeng Hou, Chao Li, Jiacheng Liu, Xinkai Wang, Quan Chen, Minyi Guo:
A2: Towards Accelerator Level Parallelism for Autonomous Micromobility Systems. ACM Trans. Archit. Code Optim. 21(4): 86:1-86:20 (2024) - [j37]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) - [j36]Jieru Zhao, Pai Zeng, Guan Shen, Quan Chen, Minyi Guo:
Hardware-Software Co-Design Enabling Static and Dynamic Sparse Attention Mechanisms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(9): 2783-2796 (2024) - [j35]Jieru Zhao, Guan Shen, Wenchao Ding, Quan Chen, Minyi Guo:
Automatic Mapping of Heterogeneous DNN Models on Adaptive Multiaccelerator Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(12): 4701-4714 (2024) - [j34]Jiuchen Shi, Kaihua Fu, Jiawen Wang, Quan Chen, Deze Zeng, Minyi Guo:
Adaptive QoS-Aware Microservice Deployment With Excessive Loads via Intra- and Inter-Datacenter Scheduling. IEEE Trans. Parallel Distributed Syst. 35(9): 1565-1582 (2024) - [c97]Chuhao Xu, Yiyu Liu, Zijun Li, Quan Chen, Han Zhao, Deze Zeng, Qian Peng, Xueqi Wu, Haifeng Zhao, Senbo Fu, Minyi Guo:
FaaSMem: Improving Memory Efficiency of Serverless Computing with Memory Pool Architecture. ASPLOS (3) 2024: 331-348 - [c96]Yushi Liu, Shixuan Sun, Zijun Li, Quan Chen, Sen Gao, Bingsheng He, Chao Li, Minyi Guo:
FaaSGraph: Enabling Scalable, Efficient, and Cost-Effective Graph Processing with Serverless Computing. ASPLOS (2) 2024: 385-400 - [c95]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. ASPLOS (2) 2024: 549-565 - [c94]Weichuang Zhang, Jieru Zhao, Guan Shen, Quan Chen, Chen Chen, Minyi Guo:
An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation. HPCA 2024: 75-90 - [c93]Lixian Ma, Haoruo Chen, En Shao, Leping Wang, Quan Chen, Guangming Tan:
ElasticRoom: Multi-Tenant DNN Inference Engine via Co-design with Resource-constrained Compilation and Strong Priority Scheduling. HPDC 2024: 1-14 - [c92]Na Lv, Zhi Shen, Chen Chen, Zhifeng Jiang, Jiayi Zhang, Quan Chen, Minyi Guo:
FedCA: Efficient Federated Learning with Client Autonomy. ICPP 2024: 494-503 - [c91]Zuo Gan, Chen Chen, Jiayi Zhang, Gaoxiong Zeng, Yifei Zhu, Jieru Zhao, Quan Chen, Minyi Guo:
PAS: Towards Accurate and Efficient Federated Learning with Parameter-Adaptive Synchronization. IWQoS 2024: 1-10 - [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 - [i26]Weichuang Zhang, Jieru Zhao, Guan Shen, Quan Chen, Chen Chen, Minyi Guo:
An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation. CoRR abs/2401.05154 (2024) - [i25]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) - [i24]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) - [i23]Han Zhao, Weihao Cui, Quan Chen, Shulai Zhang, Zijun Li, Jingwen Leng, Chao Li, Deze Zeng, Minyi Guo:
Towards Fast Setup and High Throughput of GPU Serverless Computing. CoRR abs/2404.14691 (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]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. ICCD 2023: 170-173 - [c82]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 - [c81]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 - [c80]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 - [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 ATC 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 ATC 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 ATC 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 ATC 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 ATC 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,