Xian-He Sun

Xian-He Sun

Illinois Institute of Technology

H-index: 47

North America-United States

About Xian-He Sun

Xian-He Sun, With an exceptional h-index of 47 and a recent h-index of 20 (since 2020), a distinguished researcher at Illinois Institute of Technology, specializes in the field of Parallel and distributed processing, memory and I/O systems, software systems for big data, performance evaluation.

His recent articles reflect a diverse array of research interests and contributions to the field:

ACES: Accelerating Sparse Matrix Multiplication with Adaptive Execution Flow and Concurrency-Aware Cache Optimizations

CHROME: Concurrency-aware holistic cache management framework with online reinforcement learning

PMAlloc: A Holistic Approach to Improving Persistent Memory Allocation

CARE: A concurrency-aware enhanced lightweight cache management framework

Data Flow Lifecycles for Optimizing Workflow Coordination

The Memory-Bounded Speedup Model and Its Impacts in Computing

Current Issue Highlights

An Evaluation of DAOS for Simulation and Deep Learning HPC Workloads

Xian-He Sun Information

University

Position

___

Citations(all)

8803

Citations(since 2020)

1900

Cited By

22604

hIndex(all)

47

hIndex(since 2020)

20

i10Index(all)

181

i10Index(since 2020)

63

Email

University Profile Page

Illinois Institute of Technology

Google Scholar

View Google Scholar Profile

Xian-He Sun Skills & Research Interests

Parallel and distributed processing

memory and I/O systems

software systems for big data

performance evaluation

Top articles of Xian-He Sun

Title

Journal

Author(s)

Publication Date

ACES: Accelerating Sparse Matrix Multiplication with Adaptive Execution Flow and Concurrency-Aware Cache Optimizations

Xiaoyang Lu

Boyu Long

Xiaoming Chen

Yinhe Han

Xian-He Sun

2024/4/27

CHROME: Concurrency-aware holistic cache management framework with online reinforcement learning

Xiaoyang Lu

Hamed Najafi

Jason Liu

Xian-He Sun

2024

PMAlloc: A Holistic Approach to Improving Persistent Memory Allocation

ACM Transactions on Computer Systems (TOCS)

Zheng Dang

Shuibing He

Xuechen Zhang

Peiyi Hong

Zhenxin Li

...

2024

CARE: A concurrency-aware enhanced lightweight cache management framework

Xiaoyang Lu

Rujia Wang

Xian-He Sun

2023

Data Flow Lifecycles for Optimizing Workflow Coordination

Hyungro Lee

Luanzheng Guo

Meng Tang

Jesun Firoz

Nathan Tallent

...

2023/11/12

The Memory-Bounded Speedup Model and Its Impacts in Computing

Xian-He Sun

Xiaoyang Lu

2023/2

Current Issue Highlights

Journal of Orthopaedic Trauma

Roy W Sanders

2014/5

An Evaluation of DAOS for Simulation and Deep Learning HPC Workloads

Luke Logan

Jay Lofstead

Xian-He Sun

Anthony Kougkas

2023/5/8

Label-based data representation I/O process and system

2023/4/18

icache: An importance-sampling-informed cache for accelerating i/o-bound dnn model training

Weijian Chen

Shuibing He

Yaowen Xu

Xuechen Zhang

Siling Yang

...

2023

IOMax: Maximizing Out-of-Core I/O Analysis Performance on HPC Systems

Izzet Yildirim

Hariharan Devarajan

Anthony Kougkas

Xian-He Sun

Kathryn Mohror

2023/11/12

Nvalloc: rethinking heap metadata management in persistent memory allocators

Zheng Dang

Shuibing He

Peiyi Hong

Zhenxin Li

Xuechen Zhang

...

2022

LabStor: A modular and extensible platform for developing high-performance, customized I/O stacks in userspace

Luke Logan

Jaime Cernuda Garcia

Jay Lofstead

Xian–He Sun

Anthony Kougkas

2022/11/13

Accelerating Graph Processing With Lightweight Learning-Based Data Reordering

IEEE Computer Architecture Letters

Mo Zou

Mingzhe Zhang

Rujia Wang

Xian-He Sun

Xiaochun Ye

...

2022/2/14

Re-architecting Storage Systems for Modern Hardware: Is it worth it?.

Luke Logan

Gerald Lofstead

Xian-He Sun

Anthony Kougkas

2022/8/1

A Multifaceted Approach to Automated I/O Bottleneck Detection for HPC Workloads

Izzet Yildirim

Hariharan Devarajan

Anthony Kougkas

Xian-He Sun

Kathryn Mohror

2022

LuxIO: Intelligent Resource Provisioning and Auto-Configuration for Storage Services

Keith Bateman

Neeraj Rajesh

Jaime Cernuda Garcia

Luke Logan

Jie Ye

...

2022/12/18

Accelerating tensor swapping in gpus with self-tuning compression

IEEE Transactions on Parallel and Distributed Systems

Ping Chen

Shuibing He

Xuechen Zhang

Shuaiben Chen

Peiyi Hong

...

2022/7/26

A generalized model for modern hierarchical memory system

Hamed Najafi

Jason Liu

Xiaoyang Lu

Xian-He Sun

2022/12/11

Department of Information Technology, Uppsala University, Sweden

Torbjörn Wigren

2020/12/22

See List of Professors in Xian-He Sun University(Illinois Institute of Technology)

Co-Authors

H-index: 86
William Gropp

William Gropp

University of Illinois at Urbana-Champaign

H-index: 47
Gregor von Laszewski

Gregor von Laszewski

Indiana University Bloomington

H-index: 46
Ioan Raicu

Ioan Raicu

Illinois Institute of Technology

H-index: 33
Kirk Cameron

Kirk Cameron

Virginia Polytechnic Institute and State University

H-index: 31
Vijay K. Gurbani

Vijay K. Gurbani

Illinois Institute of Technology

H-index: 28
Yong Chen

Yong Chen

Texas Tech University

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