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ORCIDMinyi Guo
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- affiliation: Shanghai Jiao Tong University, Shanghai, China
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2020 – today
- 2025
[j218]Mizhipeng Zhang, Chentao Wu, Jie Li, Minyi Guo:
Dynamic-EC: an efficient dynamic erasure coding method for permissioned blockchain systems. Frontiers Comput. Sci. 19(1): 191101 (2025)- [j217]Runzhe Chen, Guandong Lu, Yakai Wang, Rui Zhang, Zheng Hu, Yanming Miao, Zhifang Cai, Jingwen Leng, Minyi Guo:
BAFT: bubble-aware fault-tolerant framework for distributed DNN training with hybrid parallelism. Frontiers Comput. Sci. 19(1): 191102 (2025) - [j216]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) - [j215]Lizeth Patricia Aguirre Sanchez
, Yao Shen, Minyi Guo:
MDQ: A QoS-Congestion Aware Deep Reinforcement Learning Approach for Multi-Path Routing in SDN. J. Netw. Comput. Appl. 235: 104082 (2025) - 2024
- [j214]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) - [j213]Lizeth Patricia Aguirre Sanchez, Yao Shen, Minyi Guo:
DQS: A QoS-driven routing optimization approach in SDN using deep reinforcement learning. J. Parallel Distributed Comput. 188: 104851 (2024) - [j212]Junyi Mei, Shixuan Sun, Chao Li, Cheng Xu, Cheng Chen, Yibo Liu, Jing Wang, Cheng Zhao, Xiaofeng Hou, Minyi Guo, Bingsheng He, Xiaoliang Cong:
FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework. Proc. VLDB Endow. 17(8): 1788-1801 (2024) - [j211]Huai Lin, Yuande Yang, Leiyu Li, Qihua Wang, Minyi Guo:
Elevation Changes of A'nyemaqen Snow Mountain Revealed with Satellite Remote Sensing. Remote. Sens. 16(13): 2446 (2024) - [j210]Yu Feng, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Han Zhao, Xiaofeng Hou, Jieru Zhao, Yuhao Zhu:
Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture. ACM Trans. Archit. Code Optim. 21(4): 80:1-80:25 (2024) - [j209]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) - [j208]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) - [j207]Yunfei Gu, Linhui Liu, Chentao Wu, Jie Li, Minyi Guo:
Ada-WL: An Adaptive Wear-Leveling Aware Data Migration Approach for Flexible SSD Array Scaling in Clusters. IEEE Trans. Computers 73(8): 1967-1982 (2024) - [j206]Liang Zhang, Hongzi Zhu, Wen Fei, Yunzhe Li, Mingjin Zhang, Jiannong Cao, Minyi Guo:
Novas: Tackling Online Dynamic Video Analytics With Service Adaptation at Mobile Edge Servers. IEEE Trans. Computers 73(9): 2220-2232 (2024) - [j205]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) - [j204]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) - [j203]Jiangang Shen, Hongzi Zhu, Yunxiang Cai, Shan Chang, Haibin Cai, Bangzhao Zhai, Xudong Wang, Minyi Guo:
Taming Distributed One-Hop Multicasting in Millimeter-Wave VANETs. IEEE Trans. Mob. Comput. 23(11): 10570-10583 (2024) - [j202]Zhenxi Wang, Hongzi Zhu, Yunxiang Cai, Quan Liu, Shan Chang, Liang Zhang, Minyi Guo:
Enabling Long Range Point Cloud Registration in Vehicular Networks via Muti-Hop Relays. IEEE Trans. Mob. Comput. 23(12): 14821-14833 (2024) - [j201]Liang Zhang, Wenli Zheng, Kuangyu Zheng, Hongzi Zhu, Chao Li, Minyi Guo:
Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets. IEEE Trans. Parallel Distributed Syst. 35(7): 1251-1267 (2024) - [j200]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) - [j199]Facheng Hu, Yunxiang Cai, Hongzi Zhu, Shan Chang, Xudong Wang, Minyi Guo:
DeepAoA+: Online Cross-Domain Vehicular Relative Direction Estimation via Deep Learning. IEEE Trans. Veh. Technol. 73(12): 19216-19228 (2024) - [c363]Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo:
Amanda: Unified Instrumentation Framework for Deep Neural Networks. ASPLOS (1) 2024: 1-18 - [c362]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 - [c361]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 - [c360]Yue Guan, Changming Yu, Yangjie Zhou, Jingwen Leng, Chao Li, Minyi Guo:
Fractal: Joint Multi-Level Sparse Pattern Tuning of Accuracy and Performance for DNN Pruning. ASPLOS (3) 2024: 416-430 - [c359]Cong Guo, Rui Zhang, Jiale Xu, Jingwen Leng, Zihan Liu, Ziyu Huang, Minyi Guo, Hao Wu, Shouren Zhao, Junping Zhao, Ke Zhang:
GMLake: Efficient and Transparent GPU Memory Defragmentation for Large-scale DNN Training with Virtual Memory Stitching. ASPLOS (2) 2024: 450-466 - [c358]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 - [c357]Du Liu, Jing Wang, Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Xiaoxiang Shi, Minyi Guo:
Improving the Efficiency of Serverless Computing via Core-Level Power Management. CCGrid 2024: 125-135 - [c356]Ranhao Jia, Zixiao Chen, Chentao Wu, Jie Li, Minyi Guo, Hongwen Huang:
RL-Cache: An Efficient Reinforcement Learning Based Cache Partitioning Approach for Multi-Tenant CDN Services. CLUSTER 2024: 202-213 - [c355]Quan Liu, Hongzi Zhu, Zhenxi Wang, Yunsong Zhou, Shan Chang, Minyi Guo:
Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension. CVPR 2024: 20816-20826 - [c354]Mingzhe Gao, Jieru Zhao, Zhe Lin, Minyi Guo:
Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs. DATE 2024: 1-6 - [c353]Yunsong Zhou, Linyan Huang, Qingwen Bu, Jia Zeng, Tianyu Li, Hang Qiu, Hongzi Zhu, Minyi Guo, Yu Qiao, Hongyang Li:
Embodied Understanding of Driving Scenarios. ECCV (62) 2024: 129-148 - [c352]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 - [c351]Yunzhe Li, Hongzi Zhu, Zhuohong Deng, Yunlong Cheng, Liang Zhang, Shan Chang, Minyi Guo:
Anole: Adapting Diverse Compressed Models for Cross-Scene Prediction on Mobile Devices. ICDCS 2024: 613-623 - [c350]Piao Hu, Huangzhen Xue, Chentao Wu, Minyi Guo, Jie Li, Xiangyu Chen, Shaoteng Liu, Liyang Zhou, Shenghong Xie:
HGR: A Hybrid Global Graph-Based Recovery Approach for Cloud Storage Systems with Failure and Straggler Nodes. ICDCS 2024: 750-761 - [c349]Yifei Pu, Chi Wang, Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Jing Wang, Minyi Guo, Chao Li:
M2SN: Adaptive and Dynamic Multi-modal Shortcut Network Architecture for Latency-Aware Applications. ICME 2024: 1-6 - [c348]Liang Zhang, Hongzi Zhu, Yunzhe Li, Jiangang Shen, Minyi Guo:
The Blind and the Elephant: A Preference-aware Edge Video Analytics Scheduler for Maximizing System Benefit. ICPP 2024: 317-326 - [c347]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 - [c346]Piao Hu, Huangzhen Xue, Chentao Wu, Jie Li, Minyi Guo:
HMT: A Hybrid Mitigating and Transferring Approach on I/O Throughput Degradation for Erasure Coded Storage Systems. ICPP 2024: 1207-1216 - [c345]Yunfei Gu, Yihui Lu, Chentao Wu, Jie Li, Minyi Guo:
CKSM: An Efficient Memory Deduplication Method for Container-based Cloud Computing Systems. IPDPS 2024: 76-88 - [c344]Taolei Wang, Chao Li, Jing Wang, Cheng Xu, Xiaofeng Hou, Minyi Guo:
CoCG: Fine-grained Cloud Game Co-location on Heterogeneous Platform. IPDPS 2024: 289-299 - [c343]Xiaofeng Hou, Tongqiao Xu, Chao Li, Cheng Xu, Jiacheng Liu, Yang Hu, Jieru Zhao, Jingwen Leng, Kwang-Ting Cheng, Minyi Guo:
A Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things. ISCA 2024: 167-181 - [c342]Yu Feng, Zihan Liu, Jingwen Leng, Minyi Guo, Yuhao Zhu:
Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations. ISCA 2024: 1293-1308 - [c341]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 - [c340]Xiaofeng Hou, Peng Tang, Tongqiao Xu, Cheng Xu, Chao Li, Minyi Guo:
CPM: A Cross-layer Power Management Facility to Enable QoS-Aware AIoT Systems. IWQoS 2024: 1-10 - [c339]Jing Wang, Hanzhang Yang, Chao Li, Yiming Zhuansun, Wang Yuan, Cheng Xu, Xiaofeng Hou, Minyi Guo, Yang Hu, Yaqian Zhao:
Boosting Data Center Performance via Intelligently Managed Multi-backend Disaggregated Memory. SC 2024: 37 - [i71]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) - [i70]Cong Guo, Rui Zhang, Jiale Xu, Jingwen Leng, Zihan Liu, Ziyu Huang, Minyi Guo, Hao Wu, Shouren Zhao, Junping Zhao, Ke Zhang:
GMLake: Efficient and Transparent GPU Memory Defragmentation for Large-scale DNN Training with Virtual Memory Stitching. CoRR abs/2401.08156 (2024) - [i69]Mingzhe Gao, Jieru Zhao, Zhe Lin, Minyi Guo:
Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs. CoRR abs/2401.08696 (2024) - [i68]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) - [i67]Quan Liu, Hongzi Zhu, Zhenxi Wang, Yunsong Zhou, Shan Chang, Minyi Guo:
Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension. CoRR abs/2403.03532 (2024) - [i66]Yunsong Zhou, Linyan Huang, Qingwen Bu, Jia Zeng, Tianyu Li, Hang Qiu, Hongzi Zhu, Minyi Guo, Yu Qiao, Hongyang Li:
Embodied Understanding of Driving Scenarios. CoRR abs/2403.04593 (2024) - [i65]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) - [i64]Junyi Mei, Shixuan Sun, Chao Li, Cheng Xu, Cheng Chen, Yibo Liu, Jing Wang, Cheng Zhao, Xiaofeng Hou, Minyi Guo, Bingsheng He, Xiaoliang Cong:
FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework. CoRR abs/2404.08364 (2024) - [i63]Yu Feng, Zihan Liu, Jingwen Leng, Minyi Guo, Yuhao Zhu:
Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations. CoRR abs/2404.11852 (2024) - [i62]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) - [i61]Yunsong Zhou, Michael Simon, Zhenghao Peng, Sicheng Mo, Hongzi Zhu, Minyi Guo, Bolei Zhou:
SimGen: Simulator-conditioned Driving Scene Generation. CoRR abs/2406.09386 (2024) - [i60]Yunzhe Li, Hongzi Zhu, Zhuohong Deng, Yunlong Cheng, Liang Zhang, Shan Chang, Minyi Guo:
Anole: Adapting Diverse Compressed Models For Cross-Scene Prediction On Mobile Devices. CoRR abs/2407.03331 (2024) - [i59]Jiale Xu, Rui Zhang, Cong Guo, Weiming Hu, Zihan Liu, Feiyang Wu, Yu Feng, Shixuan Sun, Changxu Shao, Yuhong Guo, Junping Zhao, Ke Zhang, Minyi Guo, Jingwen Leng:
vTensor: Flexible Virtual Tensor Management for Efficient LLM Serving. CoRR abs/2407.15309 (2024) - [i58]Mingzhe Gao, Jieru Zhao, Zhe Lin, Wenchao Ding, Xiaofeng Hou, Yu Feng, Chao Li, Minyi Guo:
AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs. CoRR abs/2407.18333 (2024) - [i57]Yu Feng, Weikai Lin, Zihan Liu, Jingwen Leng, Minyi Guo, Han Zhao, Xiaofeng Hou, Jieru Zhao, Yuhao Zhu:
Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture. CoRR abs/2408.06608 (2024) - [i56]Zhenyu Ning, Jieru Zhao, Qihao Jin, Wenchao Ding, Minyi Guo:
Inf-MLLM: Efficient Streaming Inference of Multimodal Large Language Models on a Single GPU. CoRR abs/2409.09086 (2024) - [i55]Kunyun Wang, Jieru Zhao, Shuo Yang, Wenchao Ding, Minyi Guo:
SparseTem: Boosting the Efficiency of CNN-Based Video Encoders by Exploiting Temporal Continuity. CoRR abs/2410.20790 (2024) - [i54]Peng Tang, Jiacheng Liu, Xiaofeng Hou, Yifei Pu, Jing Wang, Pheng-Ann Heng, Chao Li, Minyi Guo:
HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference. CoRR abs/2411.01433 (2024) - [i53]Zhengyi Li, Kang Yang, Jin Tan, Wen-jie Lu, Haoqi Wu, Xiao Wang, Yu Yu, Derun Zhao, Yancheng Zheng, Minyi Guo, Jingwen Leng:
Nimbus: Secure and Efficient Two-Party Inference for Transformers. CoRR abs/2411.15707 (2024) - [i52]Guangda Liu, Chengwei Li, Jieru Zhao, Chenqi Zhang, Minyi Guo:
ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression. CoRR abs/2412.03213 (2024) - [i51]Zixiao Chen, Chentao Wu, Yunfei Gu, Ranhao Jia, Jie Li, Minyi Guo:
Gaze into the Pattern: Characterizing Spatial Patterns with Internal Temporal Correlations for Hardware Prefetching. CoRR abs/2412.05211 (2024) - 2023
- [j198]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) - [j197]Jinyang Guo, Lu Zhang, José Romero Hung, Chao Li, Jieru Zhao, Minyi Guo:
FPGA sharing in the cloud: a comprehensive analysis. Frontiers Comput. Sci. 17(5): 175106 (2023) - [j196]Jing Wang, Chao Li, Yibo Liu, Taolei Wang, Junyi Mei, Lu Zhang, Pengyu Wang, Minyi Guo:
Fargraph+: Excavating the parallelism of graph processing workload on RDMA-based far memory system. J. Parallel Distributed Comput. 177: 144-159 (2023) - [j195]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) - [j194]Yuanyi Chen, Peng Yu, Wenwang Chen, Zengwei Zheng, Minyi Guo:
Meta-Learning Based Classification for Moving Object Trajectories in Mobile IoT. IEEE Trans. Big Data 9(2): 584-596 (2023) - [j193]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) - [j192]Pengyu Wang, Cheng Xu, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Xiaofeng Hou, Minyi Guo:
Optimizing GPU-Based Graph Sampling and Random Walk for Efficiency and Scalability. IEEE Trans. Computers 72(9): 2508-2521 (2023) - [j191]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) - [j190]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) - [j189]Zhengzhe Xiang, Yuhang Zheng, Zengwei Zheng, Shuiguang Deng, Minyi Guo, Schahram Dustdar:
Cost-Effective Traffic Scheduling and Resource Allocation for Edge Service Provisioning. IEEE/ACM Trans. Netw. 31(6): 2934-2949 (2023) - [c338]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 - [c337]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 - [c336]Yangjie Zhou, Jingwen Leng, Yaoxu Song, Shuwen Lu, Mian Wang, Chao Li, Minyi Guo, Wenting Shen, Yong Li, Wei Lin, Xiangwen Liu, Hanqing Wu:
uGrapher: High-Performance Graph Operator Computation via Unified Abstraction for Graph Neural Networks. ASPLOS (2) 2023: 878-891 - [c335]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 - [c334]Guandong Lu, Runzhe Chen, Yakai Wang, Yangjie Zhou, Rui Zhang, Zheng Hu, Yanming Miao, Zhifang Cai, Li Li, Jingwen Leng, Minyi Guo:
DistSim: A performance model of large-scale hybrid distributed DNN training. CF 2023: 112-122 - [c333]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 - [c332]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 - [c331]Yunsong Zhou, Hongzi Zhu, Quan Liu, Shan Chang, Minyi Guo:
MonoATT: Online Monocular 3D Object Detection with Adaptive Token Transformer. CVPR 2023: 17493-17503 - [c330]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 - [c329]Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Kwang-Ting Cheng, Li Li, Minyi Guo:
MMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits. Euro-Par 2023: 426-440 - [c328]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 - [c327]Quan Liu, Hongzi Zhu, Yunsong Zhou, Hongyang Li, Shan Chang, Minyi Guo:
Density-invariant Features for Distant Point Cloud Registration. ICCV 2023: 18169-18179 - [c326]Mizhipeng Zhang, Chentao Wu, Jie Li, Minyi Guo:
DW-LRC: A Dynamic Wide-stripe LRC Codes for Blockchain Data Under Malicious Node Scenarios. ICPADS 2023: 1793-1800 - [c325]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 - [c324]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 - [c323]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 - [c322]Cheng Xu, Xiaofeng Hou, Jiacheng Liu, Chao Li, Tianhao Huang, Xiaozhi Zhu, Mo Niu, Lingyu Sun, Peng Tang, Tongqiao Xu, Kwang-Ting Cheng, Minyi Guo:
MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications. IISWC 2023: 154-166 - [c321]Quan Liu, Yunsong Zhou, Hongzi Zhu, Shan Chang, Minyi Guo:
APR: Online Distant Point Cloud Registration through Aggregated Point Cloud Reconstruction. IJCAI 2023: 1204-1212 - [c320]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 - [c319]Cong Guo, Jiaming Tang, Weiming Hu, Jingwen Leng, Chen Zhang, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu:
OliVe: Accelerating Large Language Models via Hardware-friendly Outlier-Victim Pair Quantization. ISCA 2023: 3:1-3:15 - [c318]Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Jia Chen, Luhong Liang, Kwang-Ting Cheng, Minyi Guo:
Architecting Efficient Multi-modal AIoT Systems. ISCA 2023: 31:1-31:13 - [c317]Yunfei Gu, Xingyu Wang, Zixiao Chen, Chentao Wu, Xinfei Guo, Jie Li, Minyi Guo, Song Wu, Rong Yuan, Taile Zhang, Yawen Zhang, Haoran Cai:
Improving Productivity and Efficiency of SSD Manufacturing Self-Test Process by Learning-Based Proactive Defect Prediction. ITC 2023: 226-235 - [c316]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 - [c315]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 - [c314]Cheng Xu, Chao Li, Pengyu Wang, Xiaofeng Hou, Jing Wang, Shixuan Sun, Minyi Guo, Hanqing Wu, Dongbai Chen, Xiangwen Liu:
High-Throughput GPU Random Walk with Fine-Tuned Concurrent Query Processing. PPoPP 2023: 432-434 - [c313]Xiaofeng Hou, Peng Tang, Chao Li, Jiacheng Liu, Cheng Xu, Kwang-Ting Cheng, Minyi Guo:
SMG: A System-Level Modality Gating Facility for Fast and Energy-Efficient Multimodal Computing. RTSS 2023: 291-303 - [c312]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 - [c311]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 - [i50]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) - [i49]