Feng Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 65

Top Topics

Stream Processing

Benchmark Suite

Compressed Data

Top Venues

IEEE Trans. Parallel Distributed Syst.

IEEE Trans. Knowl. Data Eng.

Publications

Qian Xu, Juan Yang, Feng Zhang, Zheng Chen, Jiawei Guan, Kang Chen, Ju Fan, Youren Shen, Ke Yang, Yu Zhang, Xiaoyong Du
Improving Graph Compression for Efficient Resource-Constrained Graph Analytics. Proc. VLDB Endow. 17 (9) (2024)
Xiaokun Fang, Feng Zhang, Junxiang Nong, Mingxing Zhang, Puyun Hu, Yunpeng Chai, Xiaoyong Du
Enabling Efficient NVM-Based Text Analytics without Decompression. ICDE (2024)
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy. Adv. Intell. Syst. 6 (1) (2024)
Weitao Wan, Feng Zhang, Chenyang Zhang, Mingde Zhang, Jidong Zhai, Yunpeng Chai, Huanchen Zhang, Wei Lu, Yuxing Chen, Haixiang Li, Anqun Pan, Xiaoyong Du
Compressed Data Direct Computing for Databases. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Yuyang Jin, Haojie Wang, Runxin Zhong, Chen Zhang, Xia Liao, Feng Zhang, Jidong Zhai
Graph-Centric Performance Analysis for Large-Scale Parallel Applications. IEEE Trans. Parallel Distributed Syst. 35 (7) (2024)
Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoguang Guo, Yuxing Chen, Anqun Pan, Xiaoyong Du
Data-Aware Adaptive Compression for Stream Processing. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Yifei Xia, Feng Zhang, Qingyu Xu, Mingde Zhang, Zhiming Yao, Lv Lu, Xiaoyong Du, Dong Deng, Bingsheng He, Siqi Ma
GPU-based butterfly counting. VLDB J. 33 (5) (2024)
Yani Liu, Feng Zhang, Zaifeng Pan, Xiaoguang Guo, Yihua Hu, Xiao Zhang, Xiaoyong Du
Compressed data direct computing for Chinese dataset on DCU. CCF Trans. High Perform. Comput. 6 (2) (2024)
Jiesong Liu, Feng Zhang, Lv Lu, Chang Qi, Xiaoguang Guo, Dong Deng, Guoliang Li, Huanchen Zhang, Jidong Zhai, Hechen Zhang, Yuxing Chen, Anqun Pan, Xiaoyong Du
G-Learned Index: Enabling Efficient Learned Index on GPU. IEEE Trans. Parallel Distributed Syst. 35 (6) (2024)
Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoyong Du
CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression. ICDE (2023)
Yihua Hu, Feng Zhang, Yifei Xia, Zhiming Yao, Letian Zeng, Haipeng Ding, Zhewei Wei, Xiao Zhang, Jidong Zhai, Xiaoyong Du, Siqi Ma
Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms. IEEE Trans. Parallel Distributed Syst. 34 (10) (2023)
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy. CoRR (2023)
Zhen Zheng, Zaifeng Pan, Dalin Wang, Kai Zhu, Wenyi Zhao, Tianyou Guo, Xiafei Qiu, Minmin Sun, Junjie Bai, Feng Zhang, Xiaoyong Du, Jidong Zhai, Wei Lin
BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach. Proc. ACM Manag. Data 1 (3) (2023)
Feng Zhang, Ruofan Wu, Jiawei Guan, Zhen Zheng, Xiaoguang Guo, Xiao Zhang, Xiaoyong Du, Xipeng Shen
Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Zaifeng Pan, Zhen Zheng, Feng Zhang, Ruofan Wu, Hao Liang, Dalin Wang, Xiafei Qiu, Junjie Bai, Wei Lin, Xiaoyong Du
RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns. ASPLOS (4) (2023)
Haojie Wang, Jidong Zhai, Mingyu Gao, Feng Zhang, Tuowei Wang, Zixuan Ma, Shizhi Tang, Liyan Zheng, Wen Wang, Kaiyuan Rong, Yuanyong Chen, Zhihao Jia
Optimizing DNNs With Partially Equivalent Transformations and Automated Corrections. IEEE Trans. Computers 72 (12) (2023)
Chenyang Zhang, Feng Zhang, Kuangyu Chen, Mingjun Chen, Bingsheng He, Xiaoyong Du
EdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge Devices. ICDE (2023)
Jiawei Guan, Feng Zhang, Siqi Ma, Kuangyu Chen, Yihua Hu, Yuxing Chen, Anqun Pan, Xiaoyong Du
Homomorphic Compression: Making Text Processing on Compression Unlimited. Proc. ACM Manag. Data 1 (4) (2023)
Yang Chen, Feng Zhang, Yinhao Hong, Yunpeng Chai, Wei Lu, Hong Chen, Xiaoyong Du, Peipei Wang, Le Mi, Jintao Li, Xilin Tang, Yanliang Zhou, Wei Zhou, Peng Zhang, Fengyi Chen, Pengfei Li, Yu Li
Taming the Big Data Monster: Managing Petabytes of Data with Multi-Model Databases. SBAC-PAD (2022)
Feng Zhang, Yihua Hu, Haipeng Ding, Zhiming Yao, Zhewei Wei, Xiao Zhang, Xiaoyong Du
Optimizing Random Access to Hierarchically-Compressed Data on GPU. SC (2022)
Qiang Yin, Jianhua Wang, Sheng Du, Jianquan Leng, Jintao Li, Yinhao Hong, Feng Zhang, Yunpeng Chai, Xiao Zhang, Xiaonan Zhao, Mengyu Li, Song Xiao, Wei Lu
An Adaptive Elastic Multi-model Big Data Analysis and Information Extraction System. Data Sci. Eng. 7 (4) (2022)
Jidong Zhai, Liyan Zheng, Jinghan Sun, Feng Zhang, Xiongchao Tang, Xuehai Qian, Bingsheng He, Wei Xue, Wenguang Chen, Weimin Zheng
Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression. IEEE Trans. Parallel Distributed Syst. 33 (2) (2022)
Feng Zhang, Yani Liu, Ningxuan Feng, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiao Zhang, Xiaoyong Du
Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Jiesong Liu, Feng Zhang, Hourun Li, Dalin Wang, Weitao Wan, Xiaokun Fang, Jidong Zhai, Xiaoyong Du
Exploring Query Processing on CPU-GPU Integrated Edge Device. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Feng Zhang, Weitao Wan, Chenyang Zhang, Jidong Zhai, Yunpeng Chai, Haixiang Li, Xiaoyong Du
CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases. SIGMOD Conference (2022)
Zaifeng Pan, Feng Zhang, Hourun Li, Chenyang Zhang, Xiaoyong Du, Dong Deng
G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Bingsheng He, Cheng Yang, Shuhao Zhang, Jiazao Lin, Haidi Liu, Xiaoyong Du
Payment behavior prediction on shared parking lots with TR-GCN. VLDB J. 31 (5) (2022)
Qingyu Xu, Feng Zhang, Zhiming Yao, Lv Lu, Xiaoyong Du, Dong Deng, Bingsheng He
Efficient Load-Balanced Butterfly Counting on GPU. Proc. VLDB Endow. 15 (11) (2022)
Jidong Zhai, Liyan Zheng, Feng Zhang, Xiongchao Tang, Haojie Wang, Teng Yu, Yuyang Jin, Shuaiwen Leon Song, Wenguang Chen
Detecting Performance Variance for Parallel Applications Without Source Code. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Zaifeng Pan, Feng Zhang, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
Exploring Data Analytics Without Decompression on Embedded GPU Systems. IEEE Trans. Parallel Distributed Syst. 33 (7) (2022)
Feng Zhang, Chenyang Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du
Fine-Grained Multi-Query Stream Processing on Integrated Architectures. IEEE Trans. Parallel Distributed Syst. 32 (9) (2021)
Feng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. CoRR (2021)
Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du
TADOC: Text analytics directly on compression. VLDB J. 30 (2) (2021)
Feng Zhang, Jiya Su, Weifeng Liu, Bingsheng He, Ruofan Wu, Xiaoyong Du, Rujia Wang
YuenyeungSpTRSV: A Thread-Level and Warp-Level Fusion Synchronization-Free Sparse Triangular Solve. IEEE Trans. Parallel Distributed Syst. 32 (9) (2021)
Feng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. ICDE (2021)
Xian-He Sun, Dong Li, Wen-Guang Chen, Tao Li, Jiwu Shu, Bo Wu, Jin Xiong, Jinging Xue, Feng Zhang, Jidong Zhai, Zhiia Zhao
Preface. J. Comput. Sci. Technol. 36 (1) (2021)
Ruofan Wu, Feng Zhang, Zhen Zheng, Xiaoyong Du, Xipeng Shen
Exploring deep reuse in winograd CNN inference. PPoPP (2021)
Feng Zhang, Zheng Chen, Chenyang Zhang, Amelie Chi Zhou, Jidong Zhai, Xiaoyong Du
An Efficient Parallel Secure Machine Learning Framework on GPUs. IEEE Trans. Parallel Distributed Syst. 32 (9) (2021)
Chenyang Zhang, Feng Zhang, Xiaoguang Guo, Bingsheng He, Xiao Zhang, Xiaoyong Du
iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Dandan Song, Feng Zhang, Meiyan Lu, Sicheng Yang, Heyan Huang
DTransE: Distributed Translating Embedding for Knowledge Graph. IEEE Trans. Parallel Distributed Syst. 32 (10) (2021)
Feng Zhang, Jidong Zhai, Bo Wu, Bingsheng He, Wenguang Chen, Xiaoyong Du
Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures. IEEE Trans. Knowl. Data Eng. 33 (3) (2021)
Dalin Wang, Feng Zhang, Weitao Wan, Hourun Li, Xiaoyong Du
FineQuery: Fine-Grained Query Processing on CPU-GPU Integrated Architectures. CLUSTER (2021)
Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du
Enabling Efficient Random Access to Hierarchically-Compressed Data. ICDE (2020)
Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du
TADOC: Text Analytics Directly on Compression. CoRR (2020)
Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He
Towards Concurrent Stateful Stream Processing on Multicore Processors. ICDE (2020)
Zheng Chen, Feng Zhang, Amelie Chi Zhou, Jidong Zhai, Chenyang Zhang, Xiaoyong Du
ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs. ICPP (2020)
Bo Wan, Jiale Dang, Zhetao Li, Hongfang Gong, Feng Zhang, Sangyoon Oh
Modeling Analysis and Cost-Performance Ratio Optimization of Virtual Machine Scheduling in Cloud Computing. IEEE Trans. Parallel Distributed Syst. 31 (7) (2020)
Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiaoyong Du
PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction. IJCAI (2020)
Jiya Su, Feng Zhang, Weifeng Liu, Bingsheng He, Ruofan Wu, Xiaoyong Du, Rujia Wang
CapelliniSpTRSV: A Thread-Level Synchronization-Free Sparse Triangular Solve on GPUs. ICPP (2020)
Meiyan Lu, Lejian Liao, Feng Zhang, Dandan Song
Exploration of TransE in a Distributed Environment. ICDCS (2020)
Feng Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du
FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures. USENIX Annual Technical Conference (2020)
Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Jiazao Lin, Haidi Liu, Xiaoyong Du
Payment Behavior Prediction and Statistical Analysis for Shared Parking Lots. NPC (2020)
Shuhao Zhang, Feng Zhang, Yingjun Wu, Bingsheng He, Paul Johns
Hardware-Conscious Stream Processing: A Survey. CoRR (2020)
Feng Zhang, Weifeng Liu, Ningxuan Feng, Jidong Zhai, Xiaoyong Du
Performance evaluation and analysis of sparse matrix and graph kernels on heterogeneous processors. CCF Trans. High Perform. Comput. 1 (2) (2019)
Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He
Scaling Stream Processing with Transactional State Management on Multicores. CoRR (2019)
Ningxuan Feng, Feng Zhang, Jiazao Lin, Jidong Zhai, Xiaoyong Du
Statistical Analysis and Prediction of Parking Behavior. NPC (2019)
Shuhao Zhang, Feng Zhang, Yingjun Wu, Bingsheng He, Paul Johns
Hardware-Conscious Stream Processing: A Survey. SIGMOD Rec. 48 (4) (2019)
Feng Zhang, Jidong Zhai, Marc Snir, Hai Jin, Hironori Kasahara, Mateo Valero
Guest Editorial: Special Issue on Network and Parallel Computing for Emerging Architectures and Applications. Int. J. Parallel Program. 47 (3) (2019)
Feng Zhang, Heng Lin, Jidong Zhai, Jie Cheng, Dingyi Xiang, Jizhong Li, Yunpeng Chai, Xiaoyong Du
An adaptive breadth-first search algorithm on integrated architectures. J. Supercomput. 74 (11) (2018)
Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Wenguang Chen
Zwift: A Programming Framework for High Performance Text Analytics on Compressed Data. ICS (2018)
Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Wenguang Chen
Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights. Proc. VLDB Endow. 11 (11) (2018)
Feng Zhang, Bo Wu, Jidong Zhai, Bingsheng He, Wenguang Chen
FinePar: irregularity-aware fine-grained workload partitioning on integrated architectures. CGO (2017)
Feng Zhang, Jidong Zhai, Bingsheng He, Shuhao Zhang, Wenguang Chen
Understanding Co-Running Behaviors on Integrated CPU/GPU Architectures. IEEE Trans. Parallel Distributed Syst. 28 (3) (2017)
Jidong Zhai, Feng Zhang, Qingwen Li, Wenguang Chen, Weimin Zheng
Characterizing and optimizing TPC-C workloads on large-scale systems using SSD arrays. Sci. China Inf. Sci. 59 (9) (2016)
Feng Zhang, Jidong Zhai, Wenguang Chen, Bingsheng He, Shuhao Zhang
To Co-run, or Not to Co-run: A Performance Study on Integrated Architectures. MASCOTS (2015)