Dong Dai

Dong Dai

University of North Carolina at Charlotte

H-index: 15

North America-United States

About Dong Dai

Dong Dai, With an exceptional h-index of 15 and a recent h-index of 12 (since 2020), a distinguished researcher at University of North Carolina at Charlotte, specializes in the field of High Performance Computing, AI4Sys, Parallel File System, Persistent Memory, Graph Storage.

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

PROV-IO: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems

FaultyRank: A Graph-based Parallel File System Checker

IOPathTune: Adaptive Online Parameter Tuning for Parallel File System I/O Path

Drill: Log-based Anomaly Detection for Large-scale Storage Systems Using Source Code Analysis

A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs

DGAP: Efficient Dynamic Graph Analysis on Persistent Memory

Early Exploration of Using ChatGPT for Log-based Anomaly Detection on Parallel File Systems Logs

SchedInspector: A Batch Job Scheduling Inspector Using Reinforcement Learning

Dong Dai Information

University

Position

___

Citations(all)

602

Citations(since 2020)

429

Cited By

300

hIndex(all)

15

hIndex(since 2020)

12

i10Index(all)

21

i10Index(since 2020)

15

Email

University Profile Page

University of North Carolina at Charlotte

Google Scholar

View Google Scholar Profile

Dong Dai Skills & Research Interests

High Performance Computing

AI4Sys

Parallel File System

Persistent Memory

Graph Storage

Top articles of Dong Dai

Title

Journal

Author(s)

Publication Date

PROV-IO: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems

IEEE Transactions on Parallel and Distributed Systems

Runzhou Han

Mai Zheng

Suren Byna

Houjun Tang

Bin Dong

...

2024/3/14

FaultyRank: A Graph-based Parallel File System Checker

Saisha Kamat

Abdullah Al Raqibul Islam

Mai Zheng

Dong Dai

2023/5

IOPathTune: Adaptive Online Parameter Tuning for Parallel File System I/O Path

arXiv preprint arXiv:2301.06622

Md Hasanur Rashid

Youbiao He

Forrest Sheng Bao

Dong Dai

2023/1/16

Drill: Log-based Anomaly Detection for Large-scale Storage Systems Using Source Code Analysis

Di Zhang

Chris Egersdoerfer

Tabassum Mahmud

Mai Zheng

Dong Dai

2023

A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs

Elliot Kolker-Hicks

Di Zhang

Dong Dai

2023/11/12

DGAP: Efficient Dynamic Graph Analysis on Persistent Memory

Abdullah Al Raqibul Islam

Dong Dai

2023/11/12

Early Exploration of Using ChatGPT for Log-based Anomaly Detection on Parallel File Systems Logs

Chris Egersdoerfer

Di Zhang

Dong Dai

2023/6

SchedInspector: A Batch Job Scheduling Inspector Using Reinforcement Learning

Di Zhang

Dong Dai

Bing Xie

2022/6

VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory Array

Abdullah Al Raqibul Islam

Dong Dai

Dazhao Cheng

2022/5/16

A study of failure recovery and logging of high-performance parallel file systems

ACM Transactions on Storage (TOS)

Runzhou Han

Om Rameshwar Gatla

Mai Zheng

Jinrui Cao

Di Zhang

...

2022/4/28

A performance study of optane persistent memory: from storage data structures' perspective

36th International Conference on Massive Storage Systems and Technology (MSST’20)

Abdullah Al Raqibul Islam

Dong Dai

Anirudh Narayanan

Christopher York

2020

ClusterLog: Clustering Logs for Effective Log-based Anomaly Detection

Chris Egersdoerfer

Di Zhang

Dong Dai

2022/11/13

I/O characteristic discovery for storage system optimizations

Journal of Parallel and Distributed Computing

Jiang Zhou

Yong Chen

Dong Dai

Yu Zhuang

Weiping Wang

2021/2/1

Dynamic resource provisioning for iterative workloads on Apache Spark

IEEE Transactions on Cloud Computing

Dazhao Cheng

Yu Wang

Dong Dai

2021/8/26

SentiLog: Anomaly detecting on parallel file systems via log-based sentiment analysis

Di Zhang

Dong Dai

Runzhou Han

Mai Zheng

2021/7/27

RLScheduler: an automated HPC batch job scheduler using reinforcement learning

Di Zhang

Dong Dai

Youbiao He

Forrest Sheng Bao

Bing Xie

2020/11/9

Understand the overheads of storage data structures on persistent memory

Abdullah Al Raqibul Islam

Dong Dai

2020/2/19

POSTER: Understand the Overheads of Storage Data Structures on Persistent Memory

Abdullah Al Raqibul Islam

Dong Dai

2020

See List of Professors in Dong Dai University(University of North Carolina at Charlotte)

Co-Authors

H-index: 28
Yong Chen

Yong Chen

Texas Tech University

H-index: 26
Chao Wang

Chao Wang

University of Science and Technology of China

H-index: 22
Yu Zhuang

Yu Zhuang

Texas Tech University

H-index: 19
Gangyong Jia

Gangyong Jia

Hangzhou Dianzi University

H-index: 19
Congfeng Jiang

Congfeng Jiang

Hangzhou Dianzi University

H-index: 15
Mai Zheng

Mai Zheng

Iowa State University

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