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2020 – today
- 2023
[j194]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)- [j193]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) - [j192]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) - [j191]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) - [j190]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) - [j189]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) - [c309]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 - [c308]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 - [c307]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 - [i41]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) - [i40]Yunsong Zhou, Hongzi Zhu, Quan Liu, Shan Chang, Minyi Guo:
MonoATT: Online Monocular 3D Object Detection with Adaptive Token Transformer. CoRR abs/2303.13018 (2023) - [i39]Yunsong Zhou, Quan Liu, Hongzi Zhu, Yunzhe Li, Shan Chang, Minyi Guo:
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation. CoRR abs/2303.13561 (2023) - [i38]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. CoRR abs/2304.07493 (2023) - [i37]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) - [i36]Quan Liu, Yunsong Zhou, Hongzi Zhu, Shan Chang, Minyi Guo:
APR: Online Distant Point Cloud Registration Through Aggregated Point Cloud Reconstruction. CoRR abs/2305.02893 (2023) - 2022
- [j188]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) - [j187]Rong Zeng, Xiaofeng Hou, Lu Zhang, Chao Li, Wenli Zheng, Minyi Guo:
Performance optimization for cloud computing systems in the microservice era: state-of-the-art and research opportunities. Frontiers Comput. Sci. 16(6): 166106 (2022) - [j186]Yuanyi Chen, Peng Yu, Zengwei Zheng, Jiaxing Shen, Minyi Guo:
Modeling feature interactions for context-aware QoS prediction of IoT services. Future Gener. Comput. Syst. 137: 173-185 (2022) - [j185]Xuehua Li, Yingkui Zhong, Chenglang Yuan, Jinjiang Lin, Xiaodi Shen, Minyi Guo, Baolan Lu, Jixin Meng, Yangdi Wang, Naiwen Zhang, Zixin Luo, Guimeng Hu, Ren Mao, Minhu Chen, Canhui Sun, Ziping Li, Qing-hua Cao, Baili Chen, Zhihui Chen, Bingsheng Huang, Shi-Ting Feng:
Identifying patients with Crohn's disease at high risk of primary nonresponse to infliximab using a radiomic-clinical model. Int. J. Intell. Syst. 37(12): 11853-11870 (2022) - [j184]Yuanyi Chen, Yihao Lin, Zengwei Zheng, Peng Yu, Jiaxing Shen, Minyi Guo:
Preference-Aware Edge Server Placement in the Internet of Things. IEEE Internet Things J. 9(2): 1289-1299 (2022) - [j183]Yuanyi Chen, Peng Yu, Wenwang Chen, Zengwei Zheng, Minyi Guo:
Embedding-Based Similarity Computation for Massive Vehicle Trajectory Data. IEEE Internet Things J. 9(6): 4650-4660 (2022) - [j182]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) - [j181]Jiahui Yu, Kun Wang, Peng Li, Rui Xia, Song Guo, Minyi Guo:
Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection. IEEE Trans. Big Data 8(1): 99-112 (2022) - [j180]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) - [j179]Lu Zhang, Weiqi Feng, Chao Li, Xiaofeng Hou, Pengyu Wang, Jing Wang, Minyi Guo:
Tapping into NFV Environment for Opportunistic Serverless Edge Function Deployment. IEEE Trans. Computers 71(10): 2698-2704 (2022) - [j178]Xiaofeng Hou, Chao Li, Jinghang Yang, Wenli Zheng, Xiaoyao Liang, Minyi Guo:
Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers. IEEE Trans. Cloud Comput. 10(3): 1875-1887 (2022) - [j177]Zichen Xu, Jie Zhou, Wenli Zheng, Yuhao Wang, Minyi Guo:
Exploiting big.LITTLE Batteries for Software Defined Management on Mobile Devices. IEEE Trans. Mob. Comput. 21(6): 1998-2012 (2022) - [j176]Yunxiang Cai, Hongzi Zhu, Shan Chang, Xiao Wang, Jiangang Shen, Minyi Guo:
PeerProbe: Estimating Vehicular Neighbor Distribution With Adaptive Compressive Sensing. IEEE/ACM Trans. Netw. 30(4): 1703-1716 (2022) - [j175]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) - [j174]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) - [j173]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) - [c306]Yue Guan, Zhengyi Li, Zhouhan Lin, Yuhao Zhu, Jingwen Leng, Minyi Guo:
Block-Skim: Efficient Question Answering for Transformer. AAAI 2022: 10710-10719 - [c305]Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo:
Transkimmer: Transformer Learns to Layer-wise Skim. ACL (1) 2022: 7275-7286 - [c304]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 - [c303]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 - [c302]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 - [c301]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 - [c300]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 - [c299]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 - [c298]Hongzhou Liu, Wenli Zheng, Li Li, Minyi Guo:
LoADPart: Load-Aware Dynamic Partition of Deep Neural Networks for Edge Offloading. ICDCS 2022: 481-491 - [c297]Jiangang Shen, Hongzi Zhu, Yunxiang Cai, Bangzhao Zhai, Xudong Wang, Shan Chang, Haibin Cai, Minyi Guo:
mmV2V: Combating One-hop Multicasting in Millimeter-wave Vehicular Networks. ICDCS 2022: 735-742 - [c296]Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo:
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. ICLR 2022 - [c295]Weidong Liu, Yihui Lu, Chentao Wu, Jie Li, Minyi Guo:
ERP: An Efficient Rewrite Scheme to Improve the Inline Deduplication Restore Performance in Backup Systems. ICPADS 2022: 371-378 - [c294]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 - [c293]Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Quan Chen, Minyi Guo:
Exploring Efficient Microservice Level Parallelism. IPDPS 2022: 223-233 - [c292]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 - [c291]Jing Wang, Chao Li, Taolei Wang, Lu Zhang, Pengyu Wang, Junyi Mei, Minyi Guo:
Excavating the Potential of Graph Workload on RDMA-based Far Memory Architecture. IPDPS 2022: 1029-1039 - [c290]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 - [c289]Piao Hu, Yunfei Gu, Ranhao Jia, Chentao Wu, Minyi Guo, Jie Li:
PRM: An Efficient Partial Recovery Method to Accelerate Training Data Reconstruction for Distributed Deep Learning Applications in Cloud Storage Systems. IWQoS 2022: 1-10 - [c288]Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu:
ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. MICRO 2022: 1414-1433 - [c287]Mustafa Tarik Sanic, Cong Guo, Jingwen Leng, Minyi Guo, Weiyin Ma:
Towards Reliable AI Applications via Algorithm-Based Fault Tolerance on NVDLA. MSN 2022: 736-743 - [c286]Yunsong Zhou, Quan Liu, Hongzi Zhu, Yunzhe Li, Shan Chang, Minyi Guo:
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation. NeurIPS 2022 - [c285]Lu Zhang, Yifei Pu, Cheng Xu, Du Liu, Zeyi Lin, Xiaofeng Hou, Pu Yang, Shang Yue, Chao Li, Minyi Guo:
Cloud-Native Server Consolidation for Energy-Efficient FaaS Deployment. NPC 2022: 120-126 - [c284]Takeru Araki, Yuan Luo, Minyi Guo:
Performance Improvement Validation of Decision Tree Algorithms with Non-normalized Information Distance in Experiments. PRICAI (1) 2022: 450-464 - [c283]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 - [c282]Guofeng Yang, Huangzhen Xue, Yunfei Gu, Chentao Wu, Jie Li, Minyi Guo, Shiyi Li, Xin Xie, Yuanyuan Dong, Yafei Zhao:
XHR-Code: An Efficient Wide Stripe Erasure Code to Reduce Cross-Rack Overhead in Cloud Storage Systems. SRDS 2022: 273-283 - [c281]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 - [c280]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 - [c279]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 - [c278]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 - [c277]Chuanming Shao, Jinyang Guo, Pengyu Wang, Jing Wang, Chao Li, Minyi Guo:
Oversubscribing GPU Unified Virtual Memory: Implications and Suggestions. ICPE 2022: 67-75 - [i35]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) - [i34]Cong Guo, Yuxian Qiu, Jingwen Leng, Xiaotian Gao, Chen Zhang, Yunxin Liu, Fan Yang, Yuhao Zhu, Minyi Guo:
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. CoRR abs/2202.07471 (2022) - [i33]Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo:
Transkimmer: Transformer Learns to Layer-wise Skim. CoRR abs/2205.07324 (2022) - [i32]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) - [i31]Zhengyi Li, Cong Guo, Zhanda Zhu, Yangjie Zhou, Yuxian Qiu, Xiaotian Gao, Jingwen Leng, Minyi Guo:
Efficient Activation Quantization via Adaptive Rounding Border for Post-Training Quantization. CoRR abs/2208.11945 (2022) - [i30]Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu:
ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization. CoRR abs/2208.14286 (2022) - [i29]Cong Guo, Yuxian Qiu, Jingwen Leng, Chen Zhang, Ying Cao, Quanlu Zhang, Yunxin Liu, Fan Yang, Minyi Guo:
Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training. CoRR abs/2209.10778 (2022) - 2021
- [j172]Minyi Guo, Guihai Chen, Xiaofei Liao, Long Zheng:
Editorial for the special issue on high performance distributed computing. CCF Trans. High Perform. Comput. 3(2): 127-128 (2021) - [j171]Qihua Zhou, Song Guo, Haodong Lu, Li Li, Minyi Guo, Yanfei Sun, Kun Wang:
A Comprehensive Inspection of the Straggler Problem. Computer 54(10): 4-5 (2021) - [j170]Pritom Kumar Mondal, Lizeth P. Aguirre Sanchez, Emmanuele Benedetto, Yao Shen, Minyi Guo:
A dynamic network traffic classifier using supervised ML for a Docker-based SDN network. Connect. Sci. 33(3): 693-718 (2021) - [j169]Pengyu Wang, Jing Wang, Chao Li, Jianzong Wang, Haojin Zhu, Minyi Guo:
Grus: Toward Unified-memory-efficient High-performance Graph Processing on GPU. ACM Trans. Archit. Code Optim. 18(2): 22:1-22:25 (2021) - [j168]Qihua Zhou, Song Guo, Haodong Lu, Li Li, Minyi Guo, Yanfei Sun, Kun Wang:
Falcon: Addressing Stragglers in Heterogeneous Parameter Server Via Multiple Parallelism. IEEE Trans. Computers 70(1): 139-155 (2021) - [j167]Hongwei Wang, Jialin Wang, Jia Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Wenjie Li, Xing Xie, Minyi Guo:
Learning Graph Representation With Generative Adversarial Nets. IEEE Trans. Knowl. Data Eng. 33(8): 3090-3103 (2021) - [j166]Zhongpu Chen, Bin Yao, Zhi-Jie Wang, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo:
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks. IEEE Trans. Knowl. Data Eng. 33(12): 3701-3715 (2021) - [j165]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) - [j164]Qihua Zhou, Song Guo, Zhihao Qu, Peng Li, Li Li, Minyi Guo, Kun Wang:
Petrel: Heterogeneity-Aware Distributed Deep Learning Via Hybrid Synchronization. IEEE Trans. Parallel Distributed Syst. 32(5): 1030-1043 (2021) - [j163]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) - [c276]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 - [c275]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 - [c274]Hanchen Guo, Zhehan Lin, Yunfei Gu, Chentao Wu, Li Jiang, Jie Li, Guangtao Xue, Minyi Guo:
Lazy-WL: A Wear-aware Load Balanced Data Redistribution Method for Efficient SSD Array Scaling. CLUSTER 2021: 157-168 - [c273]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 - [c272]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 - [c271]Yunsong Zhou, Hongzi Zhu, Chunqin Li, Tiankai Cui, Shan Chang, Minyi Guo:
TempNet: Online Semantic Segmentation on Large-scale Point Cloud Series. ICCV 2021: 7098-7107 - [c270]Yihui Lu, Weidong Liu, Chentao Wu, Jia Wang, Xiaoming Gao, Jie Li, Minyi Guo:
Spring Buddy: A Self-Adaptive Elastic Memory Management Scheme for Efficient Concurrent Allocation/Deallocation in Cloud Computing Systems. ICPADS 2021: 402-409 - [c269]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 - [c268]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 - [c267]Yunxiang Cai, Hongzi Zhu, Xiao Wang, Shan Chang, Jiangang Shen, Minyi Guo:
Distributed Neighbor Distribution Estimation with Adaptive Compressive Sensing in VANETs. INFOCOM 2021: 1-10 - [c266]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 - [c265]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 - [c264]Zhehan Lin, Hanchen Guo, Chentao Wu, Jie Li, Guangtao Xue, Minyi Guo:
Rack-Scaling: An efficient rack-based redistribution method to accelerate the scaling of cloud disk arrays. IPDPS 2021: 892-901 - [c263]Liang Zhang, Wenli Zheng, Chao Li, Yao Shen, Minyi Guo:
AuTraScale: An Automated and Transfer Learning Solution for Streaming System Auto-Scaling. IPDPS 2021: 912-921 - [c262]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 - [c261]Xinzhe Cao, Gen Yang, Yunfei Gu, Chentao Wu, Jie Li, Guangtao Xue, Minyi Guo, Yuanyuan Dong, Yafei Zhao:
EC-Scheduler: A Load-Balanced Scheduler to Accelerate the Straggler Recovery for Erasure Coded Storage Systems. IWQoS 2021: 1-10 - [c260]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 - [i28]Zhihui Zhang, Jingwen Leng, Shuwen Lu, Youshan Miao, Yijia Diao, Minyi Guo, Chao Li, Yuhao Zhu:
ZIPPER: Exploiting Tile- and Operator-level Parallelism for General and Scalable Graph Neural Network Acceleration. CoRR abs/2107.08709 (2021) - [i27]Zijun Li, Quan Chen, Minyi Guo:
Pagurus: Eliminating Cold Startup in Serverless Computing with Inter-Action Container Sharing. CoRR abs/2108.11240 (2021) - [i26]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) - [i25]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) - [i24]Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo, Yuhao Zhu:
Block-Skim: Efficient Question Answering for Transformer. CoRR abs/2112.08560 (2021) - [i23]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
- [j162]Zhihui Zhang, Jingwen Leng, Lingxiao Ma, Youshan Miao, Chao Li, Minyi Guo:
Architectural Implications of Graph Neural Networks. IEEE Comput. Archit. Lett. 19(1): 59-62 (2020) - [j161]Xiaobing Feng, Minyi Guo:
Editorial for the special issue on operating systems and programming systems for HPC. CCF Trans. High Perform. Comput. 2(4): 307-308 (2020) - [j160]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) - [j159]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) - [j158]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. Parall