Zhen Jia

According to our database, Zhen Jia authored at least 42 papers between 2011 and 2024.

Collaborative distances:

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

2024

Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs.

Xueying Wang, Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang

ACM Trans. Archit. Code Optim., March, 2024

DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines.

Ye Tian, Zhen Jia, Ziyue Luo, Yida Wang, Chuan Wu

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping.

Chenyu Jiang, Ye Tian, Zhen Jia, Shuai Zheng, Chuan Wu, Yida Wang

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines.

Chenyu Jiang, Zhen Jia, Shuai Zheng, Yida Wang, Chuan Wu

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

RAF: Holistic Compilation for Deep Learning Model Training.

Cody Hao Yu, Haozheng Fan, Guangtai Huang, Zhen Jia, Yizhi Liu, Jie Wang, Zach Zheng, Yuan Zhou, Haichen Shen, Junru Shao, Mu Li, Yida Wang

CoRR, 2023

GEMINI: Fast Failure Recovery in Distributed Training with In-Memory Checkpoints.

Zhuang Wang, Zhen Jia, Shuai Zheng, Zhen Zhang, Xinwei Fu, T. S. Eugene Ng, Yida Wang

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

2021

LoWino: Towards Efficient Low-Precision Winograd Convolutions on Modern CPUs.

Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

2019

Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers.

Zhen Jia, Wanling Gao, Yingjie Shi, Sally A. McKee, Zhenyan Ji, Jianfeng Zhan, Lei Wang, Lixin Zhang

IEEE Trans. Big Data, 2019

RAGuard: An Efficient and User-Transparent Hardware Mechanism against ROP Attacks.

Jun Zhang, Rui Hou, Wei Song, Sally A. McKee, Zhen Jia, Chen Zheng, Mingyu Chen, Lixin Zhang, Dan Meng

ACM Trans. Archit. Code Optim., 2019

The anatomy of efficient FFT and winograd convolutions on modern CPUs.

Aleksandar Zlateski, Zhen Jia, Kai Li, Frédo Durand

Proceedings of the ACM International Conference on Supercomputing, 2019

2018

FFT Convolutions are Faster than Winograd on Modern CPUs, Here is Why.

Aleksandar Zlateski, Zhen Jia, Kai Li, Frédo Durand

CoRR, 2018

Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads.

Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang

CoRR, 2018

Optimizing N-dimensional, winograd-based convolution for manycore CPUs.

Zhen Jia, Aleksandar Zlateski, Frédo Durand, Kai Li

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

Data Motif-based Proxy Benchmarks for Big Data and AI Workloads.

Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren

Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018

CVR: efficient vectorization of SpMV on x86 processors.

Biwei Xie, Jianfeng Zhan, Xu Liu, Wanling Gao, Zhen Jia, Xiwen He, Lixin Zhang

Proceedings of the 2018 International Symposium on Code Generation and Optimization, 2018

Benchmarking SpMV Methods on Many-Core Platforms.

Biwei Xie, Zhen Jia, Yungang Bao

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking.

Wanling Gao, Chunjie Luo, Lei Wang, Xingwang Xiong, Jianan Chen, Tianshu Hao, Zihan Jiang, Fanda Fan, Mengjia Du, Yunyou Huang, Fan Zhang, Xu Wen, Chen Zheng, Xiwen He, Jiahui Dai, Hainan Ye, Zheng Cao, Zhen Jia, Kent Zhan, Haoning Tang, Daoyi Zheng, Biwei Xie, Wei Li, Xiaoyu Wang, Jianfeng Zhan

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

2017

Understanding Big Data Analytics Workloads on Modern Processors.

Zhen Jia, Jianfeng Zhan, Lei Wang, Chunjie Luo, Wanling Gao, Yi Jin, Rui Han, Lixin Zhang

IEEE Trans. Parallel Distributed Syst., 2017

A Dwarf-based Scalable Big Data Benchmarking Methodology.

Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang

CoRR, 2017

BigDataBench-S: An Open-Source Scientific Big Data Benchmark Suite.

Xinhui Tian, Shaopeng Dai, Zhihui Du, Wanling Gao, Rui Ren, Yaodong Cheng, Zhifei Zhang, Zhen Jia, Peijian Wang, Jianfeng Zhan

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

CloudMix: Generating Diverse and Reducible Workloads for Cloud Systems.

Rui Han, Zan Zong, Fan Zhang, José Luis Vázquez-Poletti, Zhen Jia, Lei Wang

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016

Characterization and architectural implications of big data workloads.

Lei Wang, Rui Ren, Jianfeng Zhan, Zhen Jia

Proceedings of the 2016 IEEE International Symposium on Performance Analysis of Systems and Software, 2016

Characterizing OS Behaviors of Datacenter and Big Data Workloads.

Chen Zheng, Jianfeng Zhan, Zhen Jia, Lixin Zhang

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Understanding Data Analytics Workloads on Intel(R) Xeon Phi(R).

Biwei Xie, Xu Liu, Sally A. McKee, Jianfeng Zhan, Zhen Jia, Lei Wang, Lixin Zhang

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

BDTUne: Hierarchical correlation-based performance analysis and rule-based diagnosis for big data systems.

Rui Ren, Zhen Jia, Lei Wang, Jianfeng Zhan, Tianxu Yi

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Auto-tuning Spark Big Data Workloads on POWER8: Prediction-Based Dynamic SMT Threading.

Zhen Jia, Chao Xue, Guancheng Chen, Jianfeng Zhan, Lixin Zhang, Yonghua Lin, H. Peter Hofstee

Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, 2016

2015

Characterization and Architectural Implications of Big Data Workloads.

Lei Wang, Jianfeng Zhan, Zhen Jia, Rui Han

CoRR, 2015

Understanding Big Data Analytic Workloads on Modern Processors.

Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo, Ninghui Sun

CoRR, 2015

Benchmarking Big Data Systems: State-of-the-Art and Future Directions.

Rui Han, Zhen Jia, Wanling Gao, Xinhui Tian, Lei Wang

CoRR, 2015

Characterizing Data Analytics Workloads on Intel Xeon Phi.

Biwei Xie, Xu Liu, Jianfeng Zhan, Zhen Jia, Yuqing Zhu, Lei Wang, Lixin Zhang

Proceedings of the 2015 IEEE International Symposium on Workload Characterization, 2015

2014

Understanding the behavior of in-memory computing workloads.

Tao Jiang, Qianlong Zhang, Rui Hou, Lin Chai, Sally A. McKee, Zhen Jia, Ninghui Sun

Proceedings of the 2014 IEEE International Symposium on Workload Characterization, 2014

Characterizing and subsetting big data workloads.

Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li

Proceedings of the 2014 IEEE International Symposium on Workload Characterization, 2014

BigDataBench: A big data benchmark suite from internet services.

Lei Wang, Jianfeng Zhan, Chunjie Luo, Yuqing Zhu, Qiang Yang, Yongqiang He, Wanling Gao, Zhen Jia, Yingjie Shi, Shujie Zhang, Chen Zheng, Gang Lu, Kent Zhan, Xiaona Li, Bizhu Qiu

Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

2013

BigDataBench: a Big Data Benchmark Suite from Web Search Engines.

Wanling Gao, Yuqing Zhu, Zhen Jia, Chunjie Luo, Lei Wang, Zhiguo Li, Jianfeng Zhan, Yong Qi, Yongqiang He, Shimin Gong, Xiaona Li, Shujie Zhang, Bizhu Qiu

CoRR, 2013

Characterizing data analysis workloads in data centers.

Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo

Proceedings of the IEEE International Symposium on Workload Characterization, 2013

CloudRank-V: A Desktop Cloud Benchmark with Complex Workloads.

Lin Cai, Zhen Jia, Yong Qi, Lei Wang

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012

Precise, Scalable, and Online Request Tracing for Multitier Services of Black Boxes.

Bo Sang, Jianfeng Zhan, Gang Lu, Haining Wang, Dongyan Xu, Lei Wang, Zhihong Zhang, Zhen Jia

IEEE Trans. Parallel Distributed Syst., 2012

CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications.

Chunjie Luo, Jianfeng Zhan, Zhen Jia, Lei Wang, Gang Lu, Lixin Zhang, Cheng-Zhong Xu, Ninghui Sun

Frontiers Comput. Sci., 2012

The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems.

Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang

Proceedings of the Specifying Big Data Benchmarks, 2012

LogMaster: Mining Event Correlations in Logs of Large-Scale Cluster Systems.

Xiaoyu Fu, Rui Ren, Jianfeng Zhan, Wei Zhou, Zhen Jia, Gang Lu

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers.

Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011

Characterization of real workloads of web search engines.

Huafeng Xi, Jianfeng Zhan, Zhen Jia, Xuehai Hong, Lei Wang, Lixin Zhang, Ninghui Sun, Gang Lu

Proceedings of the 2011 IEEE International Symposium on Workload Characterization, 2011