Xian-He Sun

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 83

Top Venues

CLUSTER

IEEE Trans. Parallel Distributed Syst.

ICPP

J. Comput. Sci. Technol.

Publications

Xiaoyang Lu, Boyu Long, Xiaoming Chen, Yinhe Han, Xian-He Sun
ACES: Accelerating Sparse Matrix Multiplication with Adaptive Execution Flow and Concurrency-Aware Cache Optimizations. ASPLOS (3) (2024)
Jie Ye, Jaime Cernuda, Neeraj Rajesh, Keith Bateman, Orcun Yildiz, Tom Peterka, Arnur Nigmetov, Dmitriy Morozov, Xian-He Sun, Anthony Kougkas, Bogdan Nicolae
Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network Models. ICPP (2024)
Xiaoyang Lu, Hamed Najafi, Jason Liu, Xian-He Sun
CHROME: Concurrency-Aware Holistic Cache Management Framework with Online Reinforcement Learning. HPCA (2024)
Tong Wu, Shuibing He, Jianxin Zhu, Weijian Chen, Siling Yang, Ping Chen, Yanlong Yin, Xuechen Zhang, Xian-He Sun, Gang Chen
AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference. ICPP (2024)
Neeraj Rajesh, Keith Bateman, Jean Luca Bez, Suren Byna, Anthony Kougkas, Xian-He Sun
TunIO: An AI-powered Framework for Optimizing HPC I/O. IPDPS (2024)
Jaime Cernuda, Jie Ye, Anthony Kougkas, Xian-He Sun
HStream: A hierarchical data streaming engine for high-throughput scientific applications. ICPP (2024)
Xian-He Sun, Xiaoyang Lu
The Memory-Bounded Speedup Model and Its Impacts in Computing. J. Comput. Sci. Technol. 38 (1) (2023)
Izzet Yildirim, Hariharan Devarajan, Anthony Kougkas, Xian-He Sun, Kathryn M. Mohror
IOMax: Maximizing Out-of-Core I/O Analysis Performance on HPC Systems. SC Workshops (2023)
Boyu Long, Libo Shen, Xiaoyu Zhang, Yinhe Han, Xian-He Sun, Xiaoming Chen
Meltrix: A RRAM-Based Polymorphic Architecture Enhanced by Function Synthesis. ICCAD (2023)
Weijian Chen, Shuibing He, Yaowen Xu, Xuechen Zhang, Siling Yang, Shuang Hu, Xian-He Sun, Gang Chen
iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training. HPCA (2023)
Luke Logan, Jay F. Lofstead, Xian-He Sun, Anthony Kougkas
An Evaluation of DAOS for Simulation and Deep Learning HPC Workloads. CHEOPS@EuroSys (2023)
Hyungro Lee, Luanzheng Guo, Meng Tang, Jesun Firoz, Nathan Tallent, Anthony Kougkas, Xian-He Sun
Data Flow Lifecycles for Optimizing Workflow Coordination. SC (2023)
Xiaoyang Lu, Rujia Wang, Xian-He Sun
CARE: A Concurrency-Aware Enhanced Lightweight Cache Management Framework. HPCA (2023)
Luke Logan, Jaime Cernuda Garcia, Jay F. Lofstead, Xian-He Sun, Anthony Kougkas
LabStor: A Modular and Extensible Platform for Developing High-Performance, Customized I/O Stacks in Userspace. SC (2022)
Keith Bateman, Neeraj Rajesh, Jaime Cernuda Garcia, Luke Logan, Jie Ye, Stephen Herbein, Anthony Kougkas, Xian-He Sun
LuxIO: Intelligent Resource Provisioning and Auto-Configuration for Storage Services. HIPC (2022)
Hariharan Devarajan, Anthony Kougkas, Huihuo Zheng, Venkatram Vishwanath, Xian-He Sun
Stimulus: Accelerate Data Management for Scientific AI applications in HPC. CCGRID (2022)
Mo Zou, Mingzhe Zhang, Rujia Wang, Xian-He Sun, Xiaochun Ye, Dongrui Fan, Zhimin Tang
Accelerating Graph Processing With Lightweight Learning-Based Data Reordering. IEEE Comput. Archit. Lett. 21 (1) (2022)
Hamed Najafi, Jason Liu, Xiaoyang Lu, Xian-He Sun
A Generalized Model for Modern Hierarchical Memory System. WSC (2022)
Ping Chen, Shuibing He, Xuechen Zhang, Shuaiben Chen, Peiyi Hong, Yanlong Yin, Xian-He Sun
Accelerating Tensor Swapping in GPUs With Self-Tuning Compression. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Zheng Dang, Shuibing He, Peiyi Hong, Zhenxin Li, Xuechen Zhang, Xian-He Sun, Gang Chen
NVAlloc: rethinking heap metadata management in persistent memory allocators. ASPLOS (2022)
Liang Yan, Mingzhe Zhang, Rujia Wang, Xiaoming Chen, Xingqi Zou, Xiaoyang Lu, Yinhe Han, Xian-He Sun
CoPIM: A Concurrency-aware PIM Workload Offloading Architecture for Graph Applications. ISLPED (2021)
Ping Chen, Shuibing He, Xuechen Zhang, Shuaiben Chen, Peiyi Hong, Yanlong Yin, Xian-He Sun, Gang Chen
CSWAP: A Self-Tuning Compression Framework for Accelerating Tensor Swapping in GPUs. CLUSTER (2021)
Jason Liu, Pedro Espina, Xian-He Sun
A Study on Modeling and Optimization of Memory Systems. J. Comput. Sci. Technol. 36 (1) (2021)
Neeraj Rajesh, Hariharan Devarajan, Jaime Cernuda Garcia, Keith Bateman, Luke Logan, Jie Ye, Anthony Kougkas, Xian-He Sun
Apollo: : An ML-assisted Real-Time Storage Resource Observer. HPDC (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)
Hariharan Devarajan, Huihuo Zheng, Anthony Kougkas, Xian-He Sun, Venkatram Vishwanath
DLIO: A Data-Centric Benchmark for Scientific Deep Learning Applications. CCGRID (2021)
Priyam Shah, Jie Ye, Xian-He Sun
Survey the storage systems used in HPC and BDA ecosystems. CoRR (2021)
Zhiyong Ye, Yang Wang, Shuibing He, Chengzhong Xu, Xian-He Sun
Sova: A Software-Defined Autonomic Framework for Virtual Network Allocations. IEEE Trans. Parallel Distributed Syst. 32 (1) (2021)
Yuhang Liu, Xian-He Sun, Yang Wang, Yungang Bao
HCDA: from computational thinking to a generalized thinking paradigm. Commun. ACM 64 (5) (2021)
Siling Yang, Weijian Chen, Xuechen Zhang, Shuibing He, Yanlong Yin, Xian-He Sun
AUTO-PRUNE: automated DNN pruning and mapping for ReRAM-based accelerator. ICS (2021)
Xiaoyang Lu, Rujia Wang, Xian-He Sun
Premier: A Concurrency-Aware Pseudo-Partitioning Framework for Shared Last-Level Cache. ICCD (2021)
Jaime Cernuda Garcia, Hariharan Devarajan, Luke Logan, Keith Bateman, Neeraj Rajesh, Jie Ye, Anthony Kougkas, Xian-He Sun
HFlow: A Dynamic and Elastic Multi-Layered I/O Forwarder. CLUSTER (2021)
Luke Logan, Jay F. Lofstead, Scott Levy, Patrick M. Widener, Xian-He Sun, Anthony Kougkas
pMEMCPY: a simple, lightweight, and portable I/O library for storing data in persistent memory. CLUSTER (2021)
Hariharan Devarajan, Anthony Kougkas, Keith Bateman, Xian-He Sun
HCL: Distributing Parallel Data Structures in Extreme Scales. CLUSTER (2020)
Anthony Kougkas, Hariharan Devarajan, Xian-He Sun
Bridging Storage Semantics Using Data Labels and Asynchronous I/O. ACM Trans. Storage 16 (4) (2020)
Hariharan Devarajan, Anthony Kougkas, Xian-He Sun
HFetch: Hierarchical Data Prefetching for Scientific Workflows in Multi-Tiered Storage Environments. IPDPS (2020)
Anthony Kougkas, Hariharan Devarajan, Xian-He Sun
I/O Acceleration via Multi-Tiered Data Buffering and Prefetching. J. Comput. Sci. Technol. 35 (1) (2020)
Xiaoyang Lu, Rujia Wang, Xian-He Sun
APAC: An Accurate and Adaptive Prefetch Framework with Concurrent Memory Access Analysis. ICCD (2020)
Xian-He Sun, Ning Zhang, Brian R. Toonen, Bill Allcock
Performance Modeling and Evaluation of a Production Disaggregated Memory System. MEMSYS (2020)
Shuibing He, Yanlong Yin, Xian-He Sun, Xuechen Zhang, Zongpeng Li
Optimizing Parallel I/O Accesses through Pattern-Directed and Layout-Aware Replication. IEEE Trans. Computers 69 (2) (2020)
Hariharan Devarajan, Anthony Kougkas, Luke Logan, Xian-He Sun
HCompress: Hierarchical Data Compression for Multi-Tiered Storage Environments. IPDPS (2020)
Shuibing He, Zheng Li, Jiang Zhou, Yanlong Yin, Xiaohua Xu, Yong Chen, Xian-He Sun
A Holistic Heterogeneity-Aware Data Placement Scheme for Hybrid Parallel I/O Systems. IEEE Trans. Parallel Distributed Syst. 31 (4) (2020)
Hariharan Devarajan, Anthony Kougkas, Xian-He Sun
HReplica: A Dynamic Data Replication Engine with Adaptive Compression for Multi-Tiered Storage. IEEE BigData (2020)
Hariharan Devarajan, Anthony Kougkas, Xian-He Sun
An Intelligent, Adaptive, and Flexible Data Compression Framework. CCGRID (2019)
Yuhang Liu, Xian-He Sun
LPM: A Systematic Methodology for Concurrent Data Access Pattern Optimization from a Matching Perspective. IEEE Trans. Parallel Distributed Syst. 30 (11) (2019)
Anthony Kougkas, Hariharan Devarajan, Jay F. Lofstead, Xian-He Sun
LABIOS: A Distributed Label-Based I/O System. HPDC (2019)
Eduardo Olmedo Sanchez, Xian-He Sun
CADS: Core-Aware Dynamic Scheduler for Multicore Memory Controllers. CoRR (2019)
Yang Wang, Shuibing He, Xiaopeng Fan, Cheng-Zhong Xu, Xian-He Sun
On Cost-Driven Collaborative Data Caching: A New Model Approach. IEEE Trans. Parallel Distributed Syst. 30 (3) (2019)
Kun Feng, Hariharan Devarajan, Anthony Kougkas, Xian-He Sun
NIOBE: An Intelligent I/O Bridging Engine for Complex and Distributed Workflows. IEEE BigData (2019)
Anthony Kougkas, Hariharan Devarajan, Xian-He Sun
IRIS: I/O Redirection via Integrated Storage. ICS (2018)
Hariharan Devarajan, Anthony Kougkas, Prajwal Challa, Xian-He Sun
Vidya: Performing Code-Block I/O Characterization for Data Access Optimization. HiPC (2018)
Anthony Kougkas, Hariharan Devarajan, Xian-He Sun
Hermes: A Heterogeneous-Aware Multi-Tiered Distributed I/O Buffering System. HPDC (Posters/Doctoral Consortium) (2018)
Shuibing He, Xian-He Sun
A Cost-Effective Distribution-Aware Data Replication Scheme for Parallel I/O Systems. IEEE Trans. Computers 67 (10) (2018)
Kun Feng, Xian-He Sun, Xi Yang, Shujia Zhou
SciDP: Support HPC and Big Data Applications via Integrated Scientific Data Processing. CLUSTER (2018)
Anthony Kougkas, Hariharan Devarajan, Xian-He Sun
Hermes: a heterogeneous-aware multi-tiered distributed I/O buffering system. HPDC (2018)
Yuhang Liu, Xian-He Sun
CaL: Extending Data Locality to Consider Concurrency for Performance Optimization. IEEE Trans. Big Data 4 (2) (2018)
Anthony Kougkas, Hariharan Devarajan, Xian-He Sun, Jay F. Lofstead
Harmonia: An Interference-Aware Dynamic I/O Scheduler for Shared Non-volatile Burst Buffers. CLUSTER (2018)
Adnan Haider, Fabio Checconi, Xinyu Que, Lars Schneidenbach, Daniele Buono, Xian-He Sun
Horizon: a multi-abstraction framework for graph analytics. CF (2018)
Shuibing He, Xian-He Sun, Yang Wang, Chengzhong Xu
A Migratory Heterogeneity-Aware Data Layout Scheme for Parallel File Systems. IPDPS (2018)
Xian-He Sun, Marc Frîncu, Charalampos Chelmis
Special Issue on Scalable Computing Systems for Big Data Applications. J. Parallel Distributed Comput. 108 (2017)
Yonghong Yan, Ron Brightwell, Xian-He Sun
Principles of Memory-Centric Programming for High Performance Computing. MCHPC@SC (2017)
Shuibing He, Yang Wang, Xian-He Sun, Cheng-Zhong Xu
HARL: Optimizing Parallel File Systems with Heterogeneity-Aware Region-Level Data Layout. IEEE Trans. Computers 66 (6) (2017)
Shuibing He, Yang Wang, Zheng Li, Xian-He Sun, Chen-Zhong Xu
Cost-Aware Region-Level Data Placement in Multi-Tiered Parallel I/O Systems. IEEE Trans. Parallel Distributed Syst. 28 (7) (2017)
Anthony Kougkas, Hassan Eslami, Xian-He Sun, Rajeev Thakur, William Gropp
Rethinking key-value store for parallel I/O optimization. Int. J. High Perform. Comput. Appl. 31 (4) (2017)
Shuibing He, Yang Wang, Xian-He Sun, Cheng-Zhong Xu
Using MinMax-Memory Claims to Improve In-Memory Workflow Computations in the Cloud. IEEE Trans. Parallel Distributed Syst. 28 (4) (2017)
Yu-Hang Liu, Xian-He Sun
Evaluating the Combined Effect of Memory Capacity and Concurrency for Many-Core Chip Design. ACM Trans. Model. Perform. Evaluation Comput. Syst. 2 (2) (2017)
Shuibing He, Yang Wang, Xian-He Sun, Chuanhe Huang, Chen-Zhong Xu
Heterogeneity-Aware Collective I/O for Parallel I/O Systems with Hybrid HDD/SSD Servers. IEEE Trans. Computers 66 (6) (2017)
Ning Zhang, Chuntao Jiang, Xian-He Sun, Shuaiwen Leon Song
Evaluating GPGPU Memory Performance Through the C-AMAT Model. MCHPC@SC (2017)
Ning Liu, Adnan Haider, Dong Jin, Xian-He Sun
Modeling and Simulation of Extreme-Scale Fat-Tree Networks for HPC Systems and Data Centers. ACM Trans. Model. Comput. Simul. 27 (2) (2017)
Xi Yang, Si Liu, Kun Feng, Shujia Zhou, Xian-He Sun
Visualization and Adaptive Subsetting of Earth Science Data in HDFS: A Novel Data Analysis Strategy with Hadoop and Spark. BDCloud-SocialCom-SustainCom (2016)
Xian-He Sun, Yu-Hang Liu
Utilizing Concurrency: A New Theory for Memory Wall. LCPC (2016)
Anthony Kougkas, Matthieu Dorier, Robert Latham, Robert B. Ross, Xian-He Sun
Leveraging burst buffer coordination to prevent I/O interference. eScience (2016)
Yong Chen, Chao Chen, Yanlong Yin, Xian-He Sun, Rajeev Thakur, William Gropp
Rethinking High Performance Computing System Architecture for Scientific Big Data Applications. Trustcom/BigDataSE/ISPA (2016)
Shuibing He, Yan Liu, Yang Wang, Xian-He Sun, Chuanhe Huang
Enhancing hybrid parallel file system through performance and space-aware data layout. Int. J. High Perform. Comput. Appl. 30 (4) (2016)
Anthony Kougkas, Anthony Fleck, Xian-He Sun
Towards Energy Efficient Data Management in HPC: The Open Ethernet Drive Approach. PDSW-DISCS@SC (2016)
Dongfang Zhao, Ning Liu, Dries Kimpe, Robert B. Ross, Xian-He Sun, Ioan Raicu
Towards Exploring Data-Intensive Scientific Applications at Extreme Scales through Systems and Simulations. IEEE Trans. Parallel Distributed Syst. 27 (6) (2016)
Baoyu Xu, Wu Zhang, Xian-He Sun, Yang Wang
A memory-driven scheduling scheme and optimization for concurrent execution in GPU. Clust. Comput. 19 (4) (2016)
Shuibing He, Yang Wang, Xian-He Sun
Improving Performance of Parallel I/O Systems through Selective and Layout-Aware SSD Cache. IEEE Trans. Parallel Distributed Syst. 27 (10) (2016)
Dandan Li, Shuzhen Yao, Yu-Hang Liu, Senzhang Wang, Xian-He Sun
Efficient design space exploration via statistical sampling and AdaBoost learning. DAC (2016)
Yang Wang, Cheng-Zhong Xu, Shuibing He, Xian-He Sun
On MinMax-Memory Claims for Scientific Workflows in the In-memory Cloud Computing. ICDCS (2016)
Si Liu, Eun-Sung Jung, Rajkumar Kettimuthu, Xian-He Sun, Michael E. Papka
Towards optimizing large-scale data transfers with end-to-end integrity verification. IEEE BigData (2016)
Shuibing He, Yang Wang, Xian-He Sun
Boosting Parallel File System Performance via Heterogeneity-Aware Selective Data Layout. IEEE Trans. Parallel Distributed Syst. 27 (9) (2016)
Dandan Li, Senzhang Wang, Shuzhen Yao, Yu-Hang Liu, Yuanqi Cheng, Xian-He Sun
Efficient design space exploration by knowledge transfer. CODES+ISSS (2016)
Hassan Eslami, Anthony Kougkas, Maria Kotsifakou, Theodoros Kasampalis, Kun Feng, Yin Lu, William Gropp, Xian-He Sun, Yong Chen, Rajeev Thakur
Efficient disk-to-disk sorting: a case study in the decoupled execution paradigm. DISCS@SC (2015)
Shujia Zhou, Xi Yang, Xiaowen Li, Toshihisa Matsui, Si Liu, Xian-He Sun, Wei-Kuo Tao
A Hadoop-based visualization and diagnosis framework for earth science data. IEEE BigData (2015)
Xi Yang, Ning Liu, Bo Feng, Xian-He Sun, Shujia Zhou
PortHadoop: Support direct HPC data processing in Hadoop. IEEE BigData (2015)
Shuibing He, Xian-He Sun, Yang Wang, Antonis Kougkas, Adnan Haider
A Heterogeneity-Aware Region-Level Data Layout for Hybrid Parallel File Systems. ICPP (2015)
Xi Yang, Chen Feng, Zhiwei Xu, Xian-He Sun
Dominoes: Speculative Repair in Erasure-Coded Hadoop System. HiPC (2015)
Ning Liu, Xi Yang, Xian-He Sun, Jonathan Jenkins, Robert B. Ross
YARNsim: Simulating Hadoop YARN. CCGRID (2015)
Ke Wang, Ning Liu, Iman Sadooghi, Xi Yang, Xiaobing Zhou, Tonglin Li, Michael Lang, Xian-He Sun, Ioan Raicu
Overcoming Hadoop Scaling Limitations through Distributed Task Execution. CLUSTER (2015)
Rajiv Ranjan, Lizhe Wang, Albert Y. Zomaya, Dimitrios Georgakopoulos, Xian-He Sun, Guojun Wang
Recent advances in autonomic provisioning of big data applications on clouds. IEEE Trans. Cloud Comput. 3 (2) (2015)
Bo Feng, Xi Yang, Kun Feng, Yanlong Yin, Xian-He Sun
IOSIG+: On the Role of I/O Tracing and Analysis for Hadoop Systems. CLUSTER (2015)
Shuibing He, Xian-He Sun, Adnan Haider
HAS: Heterogeneity-Aware Selective Data Layout Scheme for Parallel File Systems on Hybrid Servers. IPDPS (2015)
Yu-Hang Liu, Xian-He Sun
Reevaluating Data Stall Time with the Consideration of Data Access Concurrency. J. Comput. Sci. Technol. 30 (2) (2015)
Ning Liu, Adnan Haider, Xian-He Sun, Dong Jin
FatTreeSim: Modeling Large-scale Fat-Tree Networks for HPC Systems and Data Centers Using Parallel and Discrete Event Simulation. SIGSIM-PADS (2015)
Adnan Haider, Xi Yang, Ning Liu, Xian-He Sun, Shuibing He
IC-Data: Improving Compressed Data Processing in Hadoop. HiPC (2015)
Yu-Hang Liu, Xian-He Sun
LPM: Concurrency-Driven Layered Performance Matching. ICPP (2015)
Chen Feng, Xi Yang, Fan Liang, Xian-He Sun, Zhiwei Xu
LCIndex: A Local and Clustering Index on Distributed Ordered Tables for Flexible Multi-dimensional Range Queries. ICPP (2015)
Kun Feng, Manjunath Gorentla Venkata, Dong Li, Xian-He Sun
Fast Fault Injection and Sensitivity Analysis for Collective Communications. CLUSTER (2015)
Bin Wang, Weikuan Yu, Xian-He Sun, Xinning Wang
DaCache: Memory Divergence-Aware GPU Cache Management. ICS (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xian-He Sun