Zhen Jia

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 31

Top Topics

Benchmark Suite

Diffusion Model

Top Venues

HPCC/SmartCity/DSS

Publications

Chenyu Jiang, Ye Tian, Zhen Jia, Shuai Zheng, Chuan Wu, Yida Wang
Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping. MLSys (2024)
Chenyu Jiang, Ye Tian, Zhen Jia, Shuai Zheng, Chuan Wu, Yida Wang
Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping. CoRR (2024)
Ye Tian, Zhen Jia, Ziyue Luo, Yida Wang, Chuan Wu
DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines. MLSys (2024)
Ye Tian, Zhen Jia, Ziyue Luo, Yida Wang, Chuan Wu
DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines. CoRR (2024)
Xueying Wang, Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang
Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs. ACM Trans. Archit. Code Optim. 21 (1) (2024)
Chenyu Jiang, Zhen Jia, Shuai Zheng, Yida Wang, Chuan Wu
DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines. EuroSys (2024)
Zhuang Wang, Zhen Jia, Shuai Zheng, Zhen Zhang, Xinwei Fu, T. S. Eugene Ng, Yida Wang
GEMINI: Fast Failure Recovery in Distributed Training with In-Memory Checkpoints. SOSP (2023)
Aleksandar Zlateski, Zhen Jia, Kai Li, Frédo Durand
The anatomy of efficient FFT and winograd convolutions on modern CPUs. ICS (2019)
Jun Zhang, Rui Hou, Wei Song, Sally A. McKee, Zhen Jia, Chen Zheng, Mingyu Chen, Lixin Zhang, Dan Meng
RAGuard: An Efficient and User-Transparent Hardware Mechanism against ROP Attacks. ACM Trans. Archit. Code Optim. 15 (4) (2019)
Zhen Jia, Wanling Gao, Yingjie Shi, Sally A. McKee, Zhenyan Ji, Jianfeng Zhan, Lei Wang, Lixin Zhang
Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers. IEEE Trans. Big Data 5 (1) (2019)
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
AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking. Bench (2018)
Biwei Xie, Jianfeng Zhan, Xu Liu, Wanling Gao, Zhen Jia, Xiwen He, Lixin Zhang
CVR: efficient vectorization of SpMV on x86 processors. CGO (2018)
Zhen Jia, Aleksandar Zlateski, Frédo Durand, Kai Li
Optimizing N-dimensional, winograd-based convolution for manycore CPUs. PPOPP (2018)
Aleksandar Zlateski, Zhen Jia, Kai Li, Frédo Durand
FFT Convolutions are Faster than Winograd on Modern CPUs, Here is Why. CoRR (2018)
Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. CoRR (2018)
Biwei Xie, Zhen Jia, Yungang Bao
Benchmarking SpMV Methods on Many-Core Platforms. Bench (2018)
Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. IISWC (2018)
Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang
Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads. CoRR (2018)
Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang
A Dwarf-based Scalable Big Data Benchmarking Methodology. CoRR (2017)
Zhen Jia, Jianfeng Zhan, Lei Wang, Chunjie Luo, Wanling Gao, Yi Jin, Rui Han, Lixin Zhang
Understanding Big Data Analytics Workloads on Modern Processors. IEEE Trans. Parallel Distributed Syst. 28 (6) (2017)
Rui Han, Zan Zong, Fan Zhang, José Luis Vázquez-Poletti, Zhen Jia, Lei Wang
CloudMix: Generating Diverse and Reducible Workloads for Cloud Systems. CLOUD (2017)
Xinhui Tian, Shaopeng Dai, Zhihui Du, Wanling Gao, Rui Ren, Yaodong Cheng, Zhifei Zhang, Zhen Jia, Peijian Wang, Jianfeng Zhan
BigDataBench-S: An Open-Source Scientific Big Data Benchmark Suite. IPDPS Workshops (2017)
Rui Ren, Zhen Jia, Lei Wang, Jianfeng Zhan, Tianxu Yi
BDTUne: Hierarchical correlation-based performance analysis and rule-based diagnosis for big data systems. IEEE BigData (2016)
Biwei Xie, Xu Liu, Sally A. McKee, Jianfeng Zhan, Zhen Jia, Lei Wang, Lixin Zhang
Understanding Data Analytics Workloads on Intel(R) Xeon Phi(R). HPCC/SmartCity/DSS (2016)
Chen Zheng, Jianfeng Zhan, Zhen Jia, Lixin Zhang
Characterizing OS Behaviors of Datacenter and Big Data Workloads. HPCC/SmartCity/DSS (2016)
Zhen Jia, Chao Xue, Guancheng Chen, Jianfeng Zhan, Lixin Zhang, Yonghua Lin, H. Peter Hofstee
Auto-tuning Spark Big Data Workloads on POWER8: Prediction-Based Dynamic SMT Threading. PACT (2016)
Lei Wang, Rui Ren, Jianfeng Zhan, Zhen Jia
Characterization and architectural implications of big data workloads. ISPASS (2016)
Rui Han, Zhen Jia, Wanling Gao, Xinhui Tian, Lei Wang
Benchmarking Big Data Systems: State-of-the-Art and Future Directions. CoRR (2015)
Biwei Xie, Xu Liu, Jianfeng Zhan, Zhen Jia, Yuqing Zhu, Lei Wang, Lixin Zhang
Characterizing Data Analytics Workloads on Intel Xeon Phi. IISWC (2015)
Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo, Ninghui Sun
Understanding Big Data Analytic Workloads on Modern Processors. CoRR (2015)
Lei Wang, Jianfeng Zhan, Zhen Jia, Rui Han
Characterization and Architectural Implications of Big Data Workloads. CoRR (2015)
Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li
Characterizing and subsetting big data workloads. IISWC (2014)
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
BigDataBench: A big data benchmark suite from internet services. HPCA (2014)
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
BigDataBench: a Big Data Benchmark Suite from Internet Services. CoRR (2014)
Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li
Characterizing and Subsetting Big Data Workloads. CoRR (2014)
Tao Jiang, Qianlong Zhang, Rui Hou, Lin Chai, Sally A. McKee, Zhen Jia, Ninghui Sun
Understanding the behavior of in-memory computing workloads. IISWC (2014)
Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo
Characterizing data analysis workloads in data centers. IISWC (2013)
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
BigDataBench: a Big Data Benchmark Suite from Web Search Engines. CoRR (2013)
Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo
Characterizing Data Analysis Workloads in Data Centers. CoRR (2013)
Lin Cai, Zhen Jia, Yong Qi, Lei Wang
CloudRank-V: A Desktop Cloud Benchmark with Complex Workloads. HPCC/EUC (2013)
Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. CoRR (2013)
Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. WBDB (2012)
Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers. IPDPS Workshops (2012)
Xiaoyu Fu, Rui Ren, Jianfeng Zhan, Wei Zhou, Zhen Jia, Gang Lu
LogMaster: Mining Event Correlations in Logs of Large-Scale Cluster Systems. SRDS (2012)
Bo Sang, Jianfeng Zhan, Gang Lu, Haining Wang, Dongyan Xu, Lei Wang, Zhihong Zhang, Zhen Jia
Precise, Scalable, and Online Request Tracing for Multitier Services of Black Boxes. IEEE Trans. Parallel Distributed Syst. 23 (6) (2012)
Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers CoRR (2012)
Chunjie Luo, Jianfeng Zhan, Zhen Jia, Lei Wang, Gang Lu, Lixin Zhang, Cheng-Zhong Xu, Ninghui Sun
CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications. Frontiers Comput. Sci. 6 (4) (2012)
Huafeng Xi, Jianfeng Zhan, Zhen Jia, Xuehai Hong, Lei Wang, Lixin Zhang, Ninghui Sun, Gang Lu
Characterization of real workloads of web search engines. IISWC (2011)