Jidong Zhai

According to our database, Jidong Zhai authored at least 135 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Optimizing I/O Performance Through Effective vCPU Scheduling Interference Management.

Liang Wang, Jinzhe Yang, Jidong Zhai, Guangwen Yang

IEEE Trans. Parallel Distributed Syst., December, 2024

A Survey on Performance Modeling and Prediction for Distributed DNN Training.

Zhenhua Guo, Yinan Tang, Jidong Zhai, Tongtong Yuan, Jian Jin, Li Wang, Yaqian Zhao, Rengang Li

IEEE Trans. Parallel Distributed Syst., December, 2024

Efficient Inference for Pruned CNN Models on Mobile Devices With Holistic Sparsity Alignment.

Yuyang Jin, Runxin Zhong, Saiqin Long, Jidong Zhai

IEEE Trans. Parallel Distributed Syst., November, 2024

Graph-Centric Performance Analysis for Large-Scale Parallel Applications.

Yuyang Jin, Haojie Wang, Runxin Zhong, Chen Zhang, Xia Liao, Feng Zhang, Jidong Zhai

IEEE Trans. Parallel Distributed Syst., July, 2024

G-Learned Index: Enabling Efficient Learned Index on GPU.

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

IEEE Trans. Parallel Distributed Syst., June, 2024

Editorial for the special issue on programming models and system software for High-Performance Computing (HPC) environments.

Jianbin Fang, Jidong Zhai, Zheng Wang

CCF Trans. High Perform. Comput., June, 2024

Compressed Data Direct Computing for Databases.

Weitao Wan, Feng Zhang, Chenyang Zhang, Mingde Zhang, Jidong Zhai, Yunpeng Chai, Huanchen Zhang, Wei Lu, Yuxing Chen, Haixiang Li, Anqun Pan, Xiaoyong Du

IEEE Trans. Knowl. Data Eng., May, 2024

FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training.

Kezhao Huang, Haitian Jiang, Minjie Wang, Guangxuan Xiao, David Wipf, Xiang Song, Quan Gan, Zengfeng Huang, Jidong Zhai, Zheng Zhang

Proc. VLDB Endow., February, 2024

Optimal Kernel Orchestration for Tensor Programs with Korch.

Muyan Hu, Ashwin Venkatram, Shreyashri Biswas, Balamurugan Marimuthu, Bohan Hou, Gabriele Oliaro, Haojie Wang, Liyan Zheng, Xupeng Miao, Jidong Zhai

CoRR, 2024

FastDecode: High-Throughput GPU-Efficient LLM Serving using Heterogeneous Pipelines.

Jiaao He, Jidong Zhai

CoRR, 2024

MAGPY: Compiling Eager Mode DNN Programs by Monitoring Execution States.

Chen Zhang, Rongchao Dong, Haojie Wang, Runxin Zhong, Jike Chen, Jidong Zhai

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

PUZZLE: Efficiently Aligning Large Language Models through Light-Weight Context Switch.

Kinman Lei, Yuyang Jin, Mingshu Zhai, Kezhao Huang, Haoxing Ye, Jidong Zhai

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

POSTER: Pattern-Aware Sparse Communication for Scalable Recommendation Model Training.

Jiaao He, Shengqi Chen, Jidong Zhai

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

F-TADOC: FPGA-Based Text Analytics Directly on Compression with HLS.

Yanliang Zhou, Feng Zhang, Tuo Lin, Yuanjie Huang, Saiqin Long, Jidong Zhai, Xiaoyong Du

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations.

Kezhao Huang, Jidong Zhai, Liyan Zheng, Haojie Wang, Yuyang Jin, Qihao Zhang, Runqing Zhang, Zhen Zheng, Youngmin Yi, Xipeng Shen

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Optimal Kernel Orchestration for Tensor Programs with Korch.

Muyan Hu, Ashwin Venkatram, Shreyashri Biswas, Balamurugan Marimuthu, Bohan Hou, Gabriele Oliaro, Haojie Wang, Liyan Zheng, Xupeng Miao, Jidong Zhai, Zhihao Jia

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Optimizing DNNs With Partially Equivalent Transformations and Automated Corrections.

Haojie Wang, Jidong Zhai, Mingyu Gao, Feng Zhang, Tuowei Wang, Zixuan Ma, Shizhi Tang, Liyan Zheng, Wen Wang, Kaiyuan Rong, Yuanyong Chen, Zhihao Jia

IEEE Trans. Computers, December, 2023

Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms.

Yihua Hu, Feng Zhang, Yifei Xia, Zhiming Yao, Letian Zeng, Haipeng Ding, Zhewei Wei, Xiao Zhang, Jidong Zhai, Xiaoyong Du, Siqi Ma

IEEE Trans. Parallel Distributed Syst., October, 2023

BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach.

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

Proc. ACM Manag. Data, September, 2023

Critique of "A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery" by SCC Team From Tsinghua University.

Juncheng Cao, Kaiyuan Rong, Mingshu Zhai, Zeyu Song, Yanyu Ren, Yuxi Zhu, Wentao Han, Jidong Zhai

IEEE Trans. Parallel Distributed Syst., June, 2023

Unified Programming Models for Heterogeneous High-Performance Computers.

Zixuan Ma, Yuyang Jin, Shizhi Tang, Haojie Wang, Wei-Cheng Xue, Jidong Zhai, Wei-Min Zheng

J. Comput. Sci. Technol., February, 2023

Special issue on new trends in high-performance computing: Software systems and applications.

Sunita Chandrasekaran, Min Si, Jidong Zhai, Lena Oden

Softw. Pract. Exp., 2023

CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression.

Zheng Chen, Feng Zhang, Jiawei Guan, Jidong Zhai, Xipeng Shen, Huanchen Zhang, Wentong Shu, Xiaoyong Du

Proc. ACM Manag. Data, 2023

PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR.

Zixuan Ma, Haojie Wang, Jingze Xing, Liyan Zheng, Chen Zhang, Huanqi Cao, Kezhao Huang, Shizhi Tang, Penghan Wang, Jidong Zhai

CoRR, 2023

ReFresh: Reducing Memory Access from Exploiting Stable Historical Embeddings for Graph Neural Network Training.

Kezhao Huang, Haitian Jiang, Minjie Wang, Guangxuan Xiao, David Wipf, Xiang Song, Quan Gan, Zengfeng Huang, Jidong Zhai, Zheng Zhang

CoRR, 2023

SmartMoE: Efficiently Training Sparsely-Activated Models through Combining Offline and Online Parallelization.

Mingshu Zhai, Jiaao He, Zixuan Ma, Zan Zong, Runqing Zhang, Jidong Zhai

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

GraphSet: High Performance Graph Mining through Equivalent Set Transformations.

Tianhui Shi, Jidong Zhai, Haojie Wang, Qiqian Chen, Mingshu Zhai, Zixu Hao, Haoyu Yang, Wenguang Chen

Proceedings of the International Conference for High Performance Computing, 2023

EINNET: Optimizing Tensor Programs with Derivation-Based Transformations.

Liyan Zheng, Haojie Wang, Jidong Zhai, Muyan Hu, Zixuan Ma, Tuowei Wang, Shuhong Huang, Xupeng Miao, Shizhi Tang, Kezhao Huang, Zhihao Jia

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning.

Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

GLM-130B: An Open Bilingual Pre-trained Model.

Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, Weng Lam Tam, Zixuan Ma, Yufei Xue, Jidong Zhai, Wenguang Chen, Zhiyuan Liu, Peng Zhang, Yuxiao Dong, Jie Tang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Joint Geometrical and Statistical Domain Adaptation for Cross-domain Code Vulnerability Detection.

Qianjin Du, Shiji Zhou, Xiaohui Kuang, Gang Zhao, Jidong Zhai

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing.

Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Payment behavior prediction on shared parking lots with TR-GCN.

Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Bingsheng He, Cheng Yang, Shuhao Zhang, Jiazao Lin, Haidi Liu, Xiaoyong Du

VLDB J., 2022

Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From Tsinghua University.

Runxin Zhong, Jiajie Chen, Chen Zhang, Mingshu Zhai, Zeyu Song, Yutian Wang, Wentao Han, Lin Gan, Jidong Zhai

IEEE Trans. Parallel Distributed Syst., 2022

POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression.

Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du

IEEE Trans. Parallel Distributed Syst., 2022

Detecting Performance Variance for Parallel Applications Without Source Code.

Jidong Zhai, Liyan Zheng, Feng Zhang, Xiongchao Tang, Haojie Wang, Teng Yu, Yuyang Jin, Shuaiwen Leon Song, Wenguang Chen

IEEE Trans. Parallel Distributed Syst., 2022

Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems.

Jidong Zhai, Liyan Zheng, Jinghan Sun, Feng Zhang, Xiongchao Tang, Xuehai Qian, Bingsheng He, Wei Xue, Wenguang Chen, Weimin Zheng

IEEE Trans. Parallel Distributed Syst., 2022

Guest Editorial.

Jidong Zhai, Min Si, Antonio J. Peña

IEEE Trans. Parallel Distributed Syst., 2022

Exploring Data Analytics Without Decompression on Embedded GPU Systems.

Zaifeng Pan, Feng Zhang, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du

IEEE Trans. Parallel Distributed Syst., 2022

Exploring Query Processing on CPU-GPU Integrated Edge Device.

Jiesong Liu, Feng Zhang, Hourun Li, Dalin Wang, Weitao Wan, Xiaokun Fang, Jidong Zhai, Xiaoyong Du

IEEE Trans. Parallel Distributed Syst., 2022

Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction.

Feng Zhang, Yani Liu, Ningxuan Feng, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiao Zhang, Xiaoyong Du

IEEE Trans. Knowl. Data Eng., 2022

Zoro: A robotic middleware combining high performance and high reliability.

Wei Liu, Jiangming Jin, Hao Wu, Yifan Gong, Ziyue Jiang, Jidong Zhai

J. Parallel Distributed Comput., 2022

GLM-130B: An Open Bilingual Pre-trained Model.

Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, Weng Lam Tam, Zixuan Ma, Yufei Xue, Jidong Zhai, Wenguang Chen, Peng Zhang, Yuxiao Dong, Jie Tang

CoRR, 2022

Guiding the PLMs with Semantic Anchors as Intermediate Supervision: Towards Interpretable Semantic Parsing.

Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai

CoRR, 2022

OLLIE: Derivation-based Tensor Program Optimizer.

Liyan Zheng, Haojie Wang, Jidong Zhai, Muyan Hu, Zixuan Ma, Tuowei Wang, Shizhi Tang, Lei Xie, Kezhao Huang, Zhihao Jia

CoRR, 2022

GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation.

Lunyiu Nie, Shulin Cao, Jiaxin Shi, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai

CoRR, 2022

CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases.

Feng Zhang, Weitao Wan, Chenyang Zhang, Jidong Zhai, Yunpeng Chai, Haixiang Li, Xiaoyong Du

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

UniQ: A Unified Programming Model for Efficient Quantum Circuit Simulation.

Chen Zhang, Haojie Wang, Zixuan Ma, Lei Xie, Zeyu Song, Jidong Zhai

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Vapro: performance variance detection and diagnosis for production-run parallel applications.

Liyan Zheng, Jidong Zhai, Xiongchao Tang, Haojie Wang, Teng Yu, Yuyang Jin, Shuaiwen Leon Song, Wenguang Chen

Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

BaGuaLu: targeting brain scale pretrained models with over 37 million cores.

Zixuan Ma, Jiaao He, Jiezhong Qiu, Huanqi Cao, Yuanwei Wang, Zhenbo Sun, Liyan Zheng, Haojie Wang, Shizhi Tang, Tianyu Zheng, Junyang Lin, Guanyu Feng, Zeqiang Huang, Jie Gao, Aohan Zeng, Jianwei Zhang, Runxin Zhong, Tianhui Shi, Sha Liu, Weimin Zheng, Jie Tang, Hongxia Yang, Xin Liu, Jidong Zhai, Wenguang Chen

Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

PerFlow: a domain specific framework for automatic performance analysis of parallel applications.

Yuyang Jin, Haojie Wang, Runxin Zhong, Chen Zhang, Jidong Zhai

Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

FasterMoE: modeling and optimizing training of large-scale dynamic pre-trained models.

Jiaao He, Jidong Zhai, Tiago Antunes, Haojie Wang, Fuwen Luo, Shangfeng Shi, Qin Li

Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

FreeTensor: a free-form DSL with holistic optimizations for irregular tensor programs.

Shizhi Tang, Jidong Zhai, Haojie Wang, Lin Jiang, Liyan Zheng, Zhenhao Yuan, Chen Zhang

Proceedings of the PLDI '22: 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, San Diego, CA, USA, June 13, 2022

Efficiently emulating high-bitwidth computation with low-bitwidth hardware.

Zixuan Ma, Haojie Wang, Guanyu Feng, Chen Zhang, Lei Xie, Jiaao He, Shengqi Chen, Jidong Zhai

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

Message from the High Performance Computing and Communications 2022 Program Chairs.

Yunquan Zhang, Jidong Zhai, Rajiv Ranjan

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation.

Lunyiu Nie, Shulin Cao, Jiaxin Shi, Jiuding Sun, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures.

Zhen Zheng, Xuanda Yang, Pengzhan Zhao, Guoping Long, Kai Zhu, Feiwen Zhu, Wenyi Zhao, Xiaoyong Liu, Jun Yang, Jidong Zhai, Shuaiwen Leon Song, Wei Lin

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

Suppressing ZZ crosstalk of Quantum computers through pulse and scheduling co-optimization.

Lei Xie, Jidong Zhai, Zhenxing Zhang, Jonathan Allcock, Shengyu Zhang, Yicong Zheng

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

TADOC: Text analytics directly on compression.

Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du

VLDB J., 2021

Critique of "Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility" by SCC Team From Tsinghua University.

Chen Zhang, Chenggang Zhao, Jiaao He, Shengqi Chen, Liyan Zheng, Kezhao Huang, Wentao Han, Jidong Zhai

IEEE Trans. Parallel Distributed Syst., 2021

An Efficient Parallel Secure Machine Learning Framework on GPUs.

Feng Zhang, Zheng Chen, Chenyang Zhang, Amelie Chi Zhou, Jidong Zhai, Xiaoyong Du

IEEE Trans. Parallel Distributed Syst., 2021

Collaborative Heterogeneity-Aware OS Scheduler for Asymmetric Multicore Processors.

Teng Yu, Runxin Zhong, Vladimir Janjic, Pavlos Petoumenos, Jidong Zhai, Hugh Leather, John Thomson

IEEE Trans. Parallel Distributed Syst., 2021

Guest Editorial.

Pavan Balaji, Jidong Zhai, Min Si

IEEE Trans. Parallel Distributed Syst., 2021

Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures.

Feng Zhang, Jidong Zhai, Bo Wu, Bingsheng He, Wenguang Chen, Xiaoyong Du

IEEE Trans. Knowl. Data Eng., 2021

A Fast Lock for Explicit Message Passing Architectures.

Xiongchao Tang, Chen Zhang, Jidong Zhai, Xuehai Qian, Wenguang Chen, Yong Jiang

IEEE Trans. Computers, 2021

Preface.

Xian-He Sun, Dong Li, Wen-Guang Chen, Tao Li, Jiwu Shu, Bo Wu, Jin Xiong, Jinging Xue, Feng Zhang, Jidong Zhai, Zhiia Zhao

J. Comput. Sci. Technol., 2021

FastMoE: A Fast Mixture-of-Expert Training System.

Jiaao He, Jiezhong Qiu, Aohan Zeng, Zhilin Yang, Jidong Zhai, Jie Tang

CoRR, 2021

AIPerf: Automated machine learning as an AI-HPC benchmark.

Zhixiang Ren, Yongheng Liu, Tianhui Shi, Lei Xie, Yue Zhou, Jidong Zhai, Youhui Zhang, Yunquan Zhang, Wenguang Chen

Big Data Min. Anal., 2021

Understanding and bridging the gaps in current GNN performance optimizations.

Kezhao Huang, Jidong Zhai, Zhen Zheng, Youngmin Yi, Xipeng Shen

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections.

Haojie Wang, Jidong Zhai, Mingyu Gao, Zixuan Ma, Shizhi Tang, Liyan Zheng, Yuanzhi Li, Kaiyuan Rong, Yuanyong Chen, Zhihao Jia

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

HyQuas: hybrid partitioner based quantum circuit simulation system on GPU.

Chen Zhang, Zeyu Song, Haojie Wang, Kaiyuan Rong, Jidong Zhai

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression.

Feng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Mitigating Crosstalk in Quantum Computers through Commutativity-Based Instruction Reordering.

Lei Xie, Jidong Zhai, Weimin Zheng

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Accelerating GPU Message Communication for Autonomous Navigation Systems.

Hao Wu, Jiangming Jin, Jidong Zhai, Yifan Gong, Wei Liu

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

Message Passing Optimization in Robot Operating System.

Ziyue Jiang, Yifan Gong, Jidong Zhai, Yu-Ping Wang, Wei Liu, Hao Wu, Jiangming Jin

Int. J. Parallel Program., 2020

GraphPi: high performance graph pattern matching through effective redundancy elimination.

Tianhui Shi, Mingshu Zhai, Yi Xu, Jidong Zhai

Proceedings of the International Conference for High Performance Computing, 2020

ScalAna: automating scaling loss detection with graph analysis.

Yuyang Jin, Haojie Wang, Teng Yu, Xiongchao Tang, Torsten Hoefler, Xu Liu, Jidong Zhai

Proceedings of the International Conference for High Performance Computing, 2020

Identifying scalability bottlenecks for large-scale parallel programs with graph analysis.

Yuyang Jin, Haojie Wang, Xiongchao Tang, Torsten Hoefler, Xu Liu, Jidong Zhai

Proceedings of the PPoPP '20: 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2020

Payment Behavior Prediction and Statistical Analysis for Shared Parking Lots.

Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Jiazao Lin, Haidi Liu, Xiaoyong Du

Proceedings of the Network and Parallel Computing, 2020

PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction.

Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiaoyong Du

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Edge-Stream: a Stream Processing Approach for Distributed Applications on a Hierarchical Edge-computing System.

Xiaoyang Wang, Zhe Zhou, Ping Han, Tong Meng, Guangyu Sun, Jidong Zhai

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Memory-Centric Communication Mechanism for Real-time Autonomous Navigation Applications.

Wei Liu, Yifan Gong, Hao Wu, Jidong Zhai, Jiangming Jin

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs.

Zheng Chen, Feng Zhang, Amelie Chi Zhou, Jidong Zhai, Chenyang Zhang, Xiaoyong Du

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Enabling Efficient Random Access to Hierarchically-Compressed Data.

Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Elan: Towards Generic and Efficient Elastic Training for Deep Learning.

Lei Xie, Jidong Zhai, Baodong Wu, Yuanbo Wang, Xingcheng Zhang, Peng Sun, Shengen Yan

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU.

Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

Privacy Regulation Aware Process Mapping in Geo-Distributed Cloud Data Centers.

Amelie Chi Zhou, Yao Xiao, Yifan Gong, Bingsheng He, Jidong Zhai, Rui Mao

IEEE Trans. Parallel Distributed Syst., 2019

Student Cluster Competition 2018, Team Tsinghua University: Reproducing performance of multi-physics simulations of the Tsunamigenic 2004 Sumatra megathrust earthquake on the Intel Skylake Architecture.

Jiaao He, Chenggang Zhao, Jiping Yu, Xinjian Yu, Liyan Zheng, Chenyao Lou, Shizhi Tang, Wentao Han, Jidong Zhai

Parallel Comput., 2019

Guest Editorial: Special Issue on Network and Parallel Computing for Emerging Architectures and Applications.

Feng Zhang, Jidong Zhai, Marc Snir, Hai Jin, Hironori Kasahara, Mateo Valero

Int. J. Parallel Program., 2019

Performance evaluation and analysis of sparse matrix and graph kernels on heterogeneous processors.

Feng Zhang, Weifeng Liu, Ningxuan Feng, Jidong Zhai, Xiaoyong Du

CCF Trans. High Perform. Comput., 2019

Spread-n-share: improving application performance and cluster throughput with resource-aware job placement.

Xiongchao Tang, Haojie Wang, Xiaosong Ma, Nosayba El-Sayed, Jidong Zhai, Wenguang Chen, Ashraf Aboulnaga

Proceedings of the International Conference for High Performance Computing, 2019

End-to-end I/O Monitoring on a Leading Supercomputer.

Bin Yang, Xu Ji, Xiaosong Ma, Xiyang Wang, Tianyu Zhang, Xiupeng Zhu, Nosayba El-Sayed, Haidong Lan, Yibo Yang, Jidong Zhai, Weiguo Liu, Wei Xue

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Statistical Analysis and Prediction of Parking Behavior.

Ningxuan Feng, Feng Zhang, Jiazao Lin, Jidong Zhai, Xiaoyong Du

Proceedings of the Network and Parallel Computing, 2019

Automatic, Application-Aware I/O Forwarding Resource Allocation.

Xu Ji, Bin Yang, Tianyu Zhang, Xiaosong Ma, Xiupeng Zhu, Xiyang Wang, Nosayba El-Sayed, Jidong Zhai, Weiguo Liu, Wei Xue

Proceedings of the 17th USENIX Conference on File and Storage Technologies, 2019

HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations.

Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

pLock: A Fast Lock for Architectures with Explicit Inter-core Message Passing.

Xiongchao Tang, Jidong Zhai, Xuehai Qian, Wenguang Chen

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

An Efficient In-Memory Checkpoint Method and its Practice on Fault-Tolerant HPL.

Xiongchao Tang, Jidong Zhai, Bowen Yu, Wenguang Chen, Weimin Zheng, Keqin Li

IEEE Trans. Parallel Distributed Syst., 2018

An adaptive breadth-first search algorithm on integrated architectures.

Feng Zhang, Heng Lin, Jidong Zhai, Jie Cheng, Dingyi Xiang, Jizhong Li, Yunpeng Chai, Xiaoyong Du

J. Supercomput., 2018

Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights.

Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Wenguang Chen

Proc. VLDB Endow., 2018

Student cluster competition 2017, team Tsinghua University: Reproducing vectorization of the tersoff multi-body potential on the Intel Skylake and NVIDIA Volta architectures.

Ka Cheong Jason Lau, Yuxuan Li, Lei Xie, Qian Xie, Beichen Li, Yu Chen, Guanyu Feng, Jiping Yu, Xinjian Yu, Miao Wang, Wentao Han, Jidong Zhai

Parallel Comput., 2018

A vision of post-exascale programming.

Jidong Zhai, Wen-Guang Chen

Frontiers Inf. Technol. Electron. Eng., 2018

Spindle: Informed Memory Access Monitoring.

Haojie Wang, Jidong Zhai, Xiongchao Tang, Bowen Yu, Xiaosong Ma, Wenguang Chen

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

vSensor: leveraging fixed-workload snippets of programs for performance variance detection.

Xiongchao Tang, Jidong Zhai, Xuehai Qian, Bingsheng He, Wei Xue, Wenguang Chen

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

CSE: Parallel Finite State Machines with Convergence Set Enumeration.

Youwei Zhuo, Jinglei Cheng, Qinyi Luo, Jidong Zhai, Yanzhi Wang, Zhongzhi Luan, Xuehai Qian

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

BitFlow: Exploiting Vector Parallelism for Binary Neural Networks on CPU.

Yuwei Hu, Jidong Zhai, Dinghua Li, Yifan Gong, Yuhao Zhu, Wei Liu, Lei Su, Jiangming Jin

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Zwift: A Programming Framework for High Performance Text Analytics on Compressed Data.

Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Wenguang Chen

Proceedings of the 32nd International Conference on Supercomputing, 2018

2017

Understanding Co-Running Behaviors on Integrated CPU/GPU Architectures.

Feng Zhang, Jidong Zhai, Bingsheng He, Shuhao Zhang, Wenguang Chen

IEEE Trans. Parallel Distributed Syst., 2017

Efficient process mapping in geo-distributed cloud data centers.

Amelie Chi Zhou, Yifan Gong, Bingsheng He, Jidong Zhai

Proceedings of the International Conference for High Performance Computing, 2017

Self-Checkpoint: An In-Memory Checkpoint Method Using Less Space and Its Practice on Fault-Tolerant HPL.

Xiongchao Tang, Jidong Zhai, Bowen Yu, Wenguang Chen, Weimin Zheng

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

Versapipe: a versatile programming framework for pipelined computing on GPU.

Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

Scalable Graph Traversal on Sunway TaihuLight with Ten Million Cores.

Heng Lin, Xiongchao Tang, Bowen Yu, Youwei Zhuo, Wenguang Chen, Jidong Zhai, Wanwang Yin, Weimin Zheng

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

Algorithm-Directed Crash Consistence in Non-volatile Memory for HPC.

Shuo Yang, Kai Wu, Yifan Qiao, Dong Li, Jidong Zhai

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

FinePar: irregularity-aware fine-grained workload partitioning on integrated architectures.

Feng Zhang, Bo Wu, Jidong Zhai, Bingsheng He, Wenguang Chen

Proceedings of the 2017 International Symposium on Code Generation and Optimization, 2017

2016

Building Semi-Elastic Virtual Clusters for Cost-Effective HPC Cloud Resource Provisioning.

Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Xiongchao Tang, Wenguang Chen, Weimin Zheng

IEEE Trans. Parallel Distributed Syst., 2016

Performance Prediction for Large-Scale Parallel Applications Using Representative Replay.

Jidong Zhai, Wenguang Chen, Weimin Zheng, Keqin Li

IEEE Trans. Computers, 2016

A survey of cloud resource management for complex engineering applications.

Haibao Chen, Song Wu, Hai Jin, Wenguang Chen, Jidong Zhai, Yingwei Luo, Xiaolin Wang

Frontiers Comput. Sci., 2016

Characterizing and optimizing TPC-C workloads on large-scale systems using SSD arrays.

Jidong Zhai, Feng Zhang, Qingwen Li, Wenguang Chen, Weimin Zheng

Sci. China Inf. Sci., 2016

A Fast Tridiagonal Solver for Intel MIC Architecture.

Xinliang Wang, Wei Xue, Jidong Zhai, Yangtong Xu, Weimin Zheng, Hai-Xiang Lin

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

2015

Automatic Cloud I/O Configurator for I/O Intensive Parallel Applications.

Jidong Zhai, Mingliang Liu, Ye Jin, Xiaosong Ma, Wenguang Chen

IEEE Trans. Parallel Distributed Syst., 2015

Optimizing seam carving on multi-GPU systems for real-time content-aware image resizing.

Ikjoon Kim, Jidong Zhai, Yan Li, Wenguang Chen

J. Supercomput., 2015

To Co-run, or Not to Co-run: A Performance Study on Integrated Architectures.

Feng Zhang, Jidong Zhai, Wenguang Chen, Bingsheng He, Shuhao Zhang

Proceedings of the 23rd IEEE International Symposium on Modeling, 2015

A Power-Conserving Online Scheduling Scheme for Video Streaming Services.

Yunyun Jiang, Tian Xiao, Jidong Zhai, Ying Zhao, Wenguang Chen

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014

CYPRESS: Combining Static and Dynamic Analysis for Top-Down Communication Trace Compression.

Jidong Zhai, Jianfei Hu, Xiongchao Tang, Xiaosong Ma, Wenguang Chen

Proceedings of the International Conference for High Performance Computing, 2014

Optimizing Seam Carving on multi-GPU systems for real-time image resizing.

Ikjoon Kim, Jidong Zhai, Yan Li, Wenguang Chen

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

2013

Cost-effective cloud HPC resource provisioning by building semi-elastic virtual clusters.

Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Xiongchao Tang, Wenguang Chen

Proceedings of the International Conference for High Performance Computing, 2013

ACIC: automatic cloud I/O configurator for HPC applications.

Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen

Proceedings of the International Conference for High Performance Computing, 2013

ACIC: automatic cloud I/O configurator for parallel applications.

Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen

Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013

2012

Employing Checkpoint to Improve Job Scheduling in Large-Scale Systems.

Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Mingliang Liu, Yan Zhai, Wenguang Chen, Weimin Zheng

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2012

2011

Efficiently Acquiring Communication Traces for Large-Scale Parallel Applications.

Jidong Zhai, Tianwei Sheng, Jiangzhou He, Wenguang Chen, Weimin Zheng

IEEE Trans. Parallel Distributed Syst., 2011

Cloud versus in-house cluster: evaluating Amazon cluster compute instances for running MPI applications.

Yan Zhai, Mingliang Liu, Jidong Zhai, Xiaosong Ma, Wenguang Chen

Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

One optimized I/O configuration per HPC application: leveraging the configurability of cloud.

Mingliang Liu, Jidong Zhai, Yan Zhai, Xiaosong Ma, Wenguang Chen

Proceedings of the APSys '11 Asia Pacific Workshop on Systems, 2011

2010

PHANTOM: predicting performance of parallel applications on large-scale parallel machines using a single node.

Jidong Zhai, Wenguang Chen, Weimin Zheng

Proceedings of the 15th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2010

2009

LogGPO: An accurate communication model for performance prediction of MPI programs.

Wenguang Chen, Jidong Zhai, Jin Zhang, Weimin Zheng

Sci. China Ser. F Inf. Sci., 2009

FACT: fast communication trace collection for parallel applications through program slicing.

Jidong Zhai, Tianwei Sheng, Jiangzhou He, Wenguang Chen, Weimin Zheng

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

Process Mapping for MPI Collective Communications.

Jin Zhang, Jidong Zhai, Wenguang Chen, Weimin Zheng

Proceedings of the Euro-Par 2009 Parallel Processing, 2009