Dong Dai

95 papers A 16B 14C 7Misc 1Journal 33Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
AdapTBF: Decentralized Bandwidth Control via Adaptive Token Borrowing for HPC Storage.
CoRR
Md. Hasanur Rashid, Dong Dai
2026 J jnl
CARAT: Client-Side Adaptive RPC and Cache Co-Tuning for Parallel File Systems.
CoRR
Md. Hasanur Rashid, Nathan R. Tallent, Forrest Sheng Bao, Dong Dai
2026 J jnl
DIAL: Decentralized I/O AutoTuning via Learned Client-side Local Metrics for Parallel File System.
CoRR
Md. Hasanur Rashid, Xinyi Li, Youbiao He, Forrest Sheng Bao, Dong Dai
2026 J jnl
IOAgent: Democratizing Trustworthy HPC I/O Performance Diagnosis Capability via LLMs.
CoRR
Chris Egersdoerfer, Arnav Sareen, Jean Luca Bez, Suren Byna, Dongkuan Xu, Dong Dai
2026 J jnl
LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Language Models.
CoRR
Minqiu Sun, Xin Huang, Luanzheng Guo, Nathan R. Tallent, Kento Sato, Dong Dai
2026 J jnl
QoSFlow: Ensuring Service Quality of Distributed Workflows Using Interpretable Sensitivity Models.
CoRR
Md. Hasanur Rashid, Jesun Firoz, Nathan R. Tallent, Luanzheng Guo, Meng Tang, Dong Dai
2026 J jnl
STELLAR: Storage Tuning Engine Leveraging LLM Autonomous Reasoning for High Performance Parallel File Systems.
CoRR
Chris Egersdoerfer, Philip H. Carns, Shane Snyder, Robert B. Ross, Dong Dai
2025 A conf
Be Aware of Metadata Corruption in Parallel File System: It can be Silent and Catastrophic.
IPDPS
Saisha Kamat, Mai Zheng, Bo Fang, Dong Dai
2025 J jnl
DeepCQ: General-Purpose Deep-Surrogate Framework for Lossy Compression Quality Prediction.
CoRR
Khondoker Mirazul Mumenin, Robert Underwood, Dong Dai, Jinzhen Wang, Sheng Di, Zarija Lukic, Franck Cappello
2025 J jnl
Hardware Accelerated Vision Transformer via Heterogeneous Architecture Design and Adaptive Dataflow Mapping.
IEEE Trans. Computers
Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Dong Dai, Yang Yang, Xianglan Chen, Xi Li, Xuehai Zhou
2025 A conf
IOAgent: Democratizing Trustworthy HPC I/O Performance Diagnosis Capability via LLMs.
IPDPS
Chris Egersdoerfer, Arnav Sareen, Jean Luca Bez, Suren Byna, Dongkuan Xu, Dong Dai
2025 J jnl
Improving SpGEMM Performance Through Matrix Reordering and Cluster-wise Computation.
CoRR
Abdullah Al Raqibul Islam, Helen Xu, Dong Dai, Aydin Buluç
2025 A conf
Improving SpGEMM Performance Through Matrix-Reordering and Cluster-wise Computation.
SC
Abdullah Al Raqibul Islam, Helen Xu, Dong Dai, Aydin Buluç
2025 — conf
LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Language Models.
SC Workshops
Minqiu Sun, Xin Huang, Luanzheng Guo, Nathan R. Tallent, Kento Sato, Dong Dai
2025 B ed.
Proceedings of the 37th International Conference on Scalable Scientific Data Management, SSDBM 2025, Columbus, OH, USA, June 23-25, 2025
SSDBM
Suren Byna, Anthony Kougkas, Sarah Neuwirth, Venkat Vishwanath, Jalil Boukhobza, Alfredo Cuzzocrea, Dong Dai, Jean Bez
2025 — conf
RL4Sys: A Lightweight System-driven RL Framework for Drop-in Integration in System Optimization.
SC Workshops
Jiaxin Dong, Md. Hasanur Rashid, Helen Xu, Dong Dai
2025 A conf
STELLAR: Storage Tuning Engine Leveraging LLM Autonomous Reasoning for High Performance Parallel File Systems.
SC
Chris Egersdoerfer, Philip H. Carns, Shane Snyder, Robert Ross, Dong Dai
2025 A conf
TSUE: A Two-Stage Data Update Method for an Erasure Coded Cluster File System.
HPDC
Zheng Wei, Jing Xing, Yida Gu, Wenjing Huang, Dong Dai, Guangming Tan, Dingwen Tao
2025 J jnl
TSUE: A Two-Stage Data Update Method for an Erasure Coded Cluster File System.
CoRR
Zheng Wei, Jing Xing, Yida Gu, Wenjing Huang, Dong Dai, Guangming Tan, Dingwen Tao
2025 — conf
Towards Empirical Roofline Modeling of Distributed Data Services: Mapping the Boundaries of RPC Throughput.
CUG
Philip H. Carns, Matthieu Dorier, Robert Latham, Shane Snyder, Amal Gueroudji, Seth Ockerman, Jérome Soumagne, Dong Dai, Robert Ross
2024 J jnl
A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs.
CoRR
Elliot Kolker-Hicks, Di Zhang, Dong Dai
2024 C conf
An Empirical Study of Machine Learning-Based Synthetic Job Trace Generation Methods.
JSSPP
Monish Soundar Raj, Thomas MacDougall, Di Zhang, Dong Dai
2024 A conf
Cross-System Analysis of Job Characterization and Scheduling in Large-Scale Computing Clusters.
IPDPS
Di Zhang, Monish Soundar Raj, Bing Xie, Sheng Di, Dong Dai
2024 J jnl
DGAP: Efficient Dynamic Graph Analysis on Persistent Memory.
CoRR
Abdullah Al Raqibul Islam, Dong Dai
2024 — conf
ION: Navigating the HPC I/O Optimization Journey using Large Language Models.
HotStorage
Chris Egersdoerfer, Arnav Sareen, Jean Luca Bez, Suren Byna, Dong Dai
2024 J jnl
PROV-IO$^+$+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems.
IEEE Trans. Parallel Distributed Syst.
Runzhou Han, Mai Zheng, Suren Byna, Houjun Tang, Bin Dong, Dong Dai, Yong Chen, Dongkyun Kim, Joseph Hassoun, David Thorsley
2024 B conf
QualityNet: Error-bounded Lossy Compression Quality Prediction via Deep Surrogate.
IEEE Big Data
Khondoker Mirazul Mumenin, Dong Dai, Jinzhen Wang, Sheng Di
2024 — conf
Understanding and Predicting Cross-Application I/O Interference in HPC Storage Systems.
SC Workshops
Chris Egersdoerfer, Md. Hasanur Rashid, Dong Dai, Bo Fang, Nathan R. Tallent
2023 — conf
A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs.
SC Workshops
Elliot Kolker-Hicks, Di Zhang, Dong Dai
2023 J jnl
ClusterLog: Clustering Logs for Effective Log-based Anomaly Detection.
CoRR
Chris Egersdoerfer, Dong Dai, Di Zhang
2023 A conf
DGAP: Efficient Dynamic Graph Analysis on Persistent Memory.
SC
Abdullah Al Raqibul Islam, Dong Dai
2023 A conf
Drill: Log-based Anomaly Detection for Large-scale Storage Systems Using Source Code Analysis.
IPDPS
Di Zhang, Chris Egersdoerfer, Tabassum Mahmud, Mai Zheng, Dong Dai
2023 J jnl
Dynamic Resource Provisioning for Iterative Workloads on Apache Spark.
IEEE Trans. Cloud Comput.
Dazhao Cheng, Yu Wang, Dong Dai
2023 A conf
Early Exploration of Using ChatGPT for Log-based Anomaly Detection on Parallel File Systems Logs.
HPDC
Chris Egersdoerfer, Di Zhang, Dong Dai
2023 A conf
FaultyRank: A Graph-based Parallel File System Checker.
IPDPS
Saisha Kamat, Abdullah Al Raqibul Islam, Mai Zheng, Dong Dai
2023 J jnl
IOPathTune: Adaptive Online Parameter Tuning for Parallel File System I/O Path.
CoRR
Md. Hasanur Rashid, Youbiao He, Forrest Sheng Bao, Dong Dai
2023 J jnl
PROV-IO+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems.
CoRR
Runzhou Han, Mai Zheng, Suren Byna, Houjun Tang, Bin Dong, Dong Dai, Yong Chen, Dongkyun Kim, Joseph Hassoun, David Thorsley, Matthew Wolf
2022 J jnl
A Study of Failure Recovery and Logging of High-Performance Parallel File Systems.
ACM Trans. Storage
Runzhou Han, Om Rameshwar Gatla, Mai Zheng, Jinrui Cao, Di Zhang, Dong Dai, Yong Chen, Jonathan E. Cook
2022 J jnl
A performance study of optane persistent memory: from storage data structures' perspective.
CCF Trans. High Perform. Comput.
Abdullah Al Raqibul Islam, Christopher York, Dong Dai
2022 — conf
ClusterLog: Clustering Logs for Effeftxsctive Log-based Anomaly Detection.
FTXS@SC
Chris Egersdoerfer, Di Zhang, Dong Dai
2022 A conf
SchedInspector: A Batch Job Scheduling Inspector Using Reinforcement Learning.
HPDC
Di Zhang, Dong Dai, Bing Xie
2022 B conf
VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory Array.
CCGRID
Abdullah Al Raqibul Islam, Dong Dai, Dazhao Cheng
2021 J jnl
I/O characteristic discovery for storage system optimizations.
J. Parallel Distributed Comput.
Jiang Zhou, Yong Chen, Dong Dai, Yu Zhuang, Weiping Wang
2021 — conf
SentiLog: Anomaly Detecting on Parallel File Systems via Log-based Sentiment Analysis.
HotStorage
Di Zhang, Dong Dai, Runzhou Han, Mai Zheng
2021 J jnl
Trigger-Based Incremental Data Processing with Unified Sync and Async Model.
IEEE Trans. Cloud Comput.
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
2020 J jnl
PRS: A Pattern-Directed Replication Scheme for Heterogeneous Object-Based Storage.
IEEE Trans. Computers
Jiang Zhou, Yong Chen, Wei Xie, Dong Dai, Shuibing He, Weiping Wang
2020 A conf
RLScheduler: an automated HPC batch job scheduler using reinforcement learning.
SC
Di Zhang, Dong Dai, Youbiao He, Forrest Sheng Bao, Bing Xie
2020 B conf
Understand the overheads of storage data structures on persistent memory.
PPoPP
Abdullah Al Raqibul Islam, Dong Dai
2019 — conf
A Comparative Study of Large-Scale Cluster Workload Traces via Multiview Analysis.
HPCC/SmartCity/DSS
Li Ruan, Xiangrong Xu, Limin Xiao, Feng Yuan, Yin Li, Dong Dai
2019 Misc conf
A Performance Study of Lustre File System Checker: Bottlenecks and Potentials.
MSST
Dong Dai, Om Rameshwar Gatla, Mai Zheng
2019 J jnl
Client-side straggler-aware I/O scheduler for object-based parallel file systems.
Parallel Comput.
Neda Tavakoli, Dong Dai, Yong Chen
2019 J jnl
Managing Rich Metadata in High-Performance Computing Systems Using a Graph Model.
IEEE Trans. Parallel Distributed Syst.
Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Wei Zhang, Robert B. Ross
2019 — conf
Modeling HPC Storage Performance Using Long Short-Term Memory Networks.
HPCC/SmartCity/DSS
Youbiao He, Dong Dai, Forrest Sheng Bao
2019 J jnl
RLScheduler: Learn to Schedule HPC Batch Jobs Using Deep Reinforcement Learning.
CoRR
Di Zhang, Dong Dai, Youbiao He, Forrest Sheng Bao
2019 J jnl
Vectorizing disks blocks for efficient storage system via deep learning.
Parallel Comput.
Dong Dai, Forrest Sheng Bao, Jiang Zhou, Xuanhua Shi, Yong Chen
2018 J jnl
A Cross-Layer Solution in Scientific Workflow System for Tackling Data Movement Challenge.
CoRR
Dong Dai, Robert B. Ross, Dounia Khaldi, Yonghong Yan, Matthieu Dorier, Neda Tavakoli, Yong Chen
2018 J jnl
A Software-Defined Approach for QoS Control in High-Performance Computing Storage Systems.
CoRR
Neda Tavakoli, Dong Dai, John Jenkins, Philip H. Carns, Robert B. Ross, Yong Chen
2018 B conf
AKIN: A Streaming Graph Partitioning Algorithm for Distributed Graph Storage Systems.
CCGrid
Wei Zhang, Yong Chen, Dong Dai
2018 J jnl
Client-side Straggler-Aware I/O Scheduler for Object-based Parallel File Systems.
CoRR
Neda Tavakoli, Dong Dai, Yong Chen
2018 C conf
GRAM: A GPU-Based Property Graph Traversal and Query for HPC Rich Metadata Management.
NPC
Wenke Li, Xuanhua Shi, Hong Huang, Peng Zhao, Hai Jin, Dong Dai, Yong Chen
2018 — conf
I/O Characteristics Discovery in Cloud Storage Systems.
IEEE CLOUD
Jiang Zhou, Dong Dai, Yu Mao, Xin Chen, Yu Zhuang, Yong Chen
2018 A conf
PFault: A General Framework for Analyzing the Reliability of High-Performance Parallel File Systems.
ICS
Jinrui Cao, Om Rameshwar Gatla, Mai Zheng, Dong Dai, Vidya Eswarappa, Yan Mu, Yong Chen
2017 — conf
DAAC Workshop Chairs' Welcome.
UCC (Companion")
Alan Sill, Yong Chen, Jon R. Hass, Dong Dai, Jerry Perez
2017 A conf
IOGP: An Incremental Online Graph Partitioning Algorithm for Distributed Graph Databases.
HPDC
Dong Dai, Wei Zhang, Yong Chen
2017 B conf
Lightweight Provenance Service for High-Performance Computing.
PACT
Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Robert B. Ross
2017 B conf
POSTER: IOGP: An Incremental Online Graph Partitioning for Large-Scale Distributed Graph Databases.
PPoPP
Dong Dai, Wei Zhang, Yong Chen
2017 B conf
Pattern-Directed Replication Scheme for Heterogeneous Object-based Storage.
CCGrid
Jiang Zhou, Wei Xie, Dong Dai, Yong Chen
2017 J jnl
SuperMIC: Analyzing Large Biological Datasets in Bioinformatics with Maximal Information Coefficient.
IEEE ACM Trans. Comput. Biol. Bioinform.
Chao Wang, Dong Dai, Xi Li, Aili Wang, Xuehai Zhou
2016 — conf
A Generic Framework for Testing Parallel File Systems.
PDSW-DISCS@SC
Jinrui Cao, Simeng Wang, Dong Dai, Mai Zheng, Yong Chen
2016 J jnl
An asynchronous traversal engine for graph-based rich metadata management.
Parallel Comput.
Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Nicholas Muirhead, Yong Chen
2016 — conf
Block2Vec: A Deep Learning Strategy on Mining Block Correlations in Storage Systems.
ICPP Workshops
Dong Dai, Forrest Sheng Bao, Jiang Zhou, Yong Chen
2016 C conf
GraphMeta: A Graph-Based Engine for Managing Large-Scale HPC Rich Metadata.
CLUSTER
Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Wei Zhang, Robert B. Ross
2016 — conf
Log-Assisted Straggler-Aware I/O Scheduler for High-End Computing.
ICPP Workshops
Neda Tavakoli, Dong Dai, Yong Chen
2016 J jnl
PUMA: From Simultaneous to Parallel for Shared Memory System in Multi-core.
J. Signal Process. Syst.
Gangyong Jia, Liang Shi, Xi Li, Dong Dai
2015 C conf
GraphTrek: Asynchronous Graph Traversal for Property Graph-Based Metadata Management.
CLUSTER
Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Kyle Blauer, Yong Chen
2014 B conf
An Adaptive Auto-configuration Tool for Hadoop.
ICECCS
Changlong Li, Hang Zhuang, Kun Lu, Mingming Sun, Jinhong Zhou, Dong Dai, Xuehai Zhou
2014 — conf
Bwasw-Cloud: Efficient sequence alignment algorithm for two big data with MapReduce.
ICADIWT
Mingming Sun, Xuehai Zhou, Feng Yang, Kun Lu, Dong Dai
2014 B conf
Combine thread with memory scheduling for maximizing performance in multi-core systems.
ICPADS
Gangyong Jia, Guangjie Han, Liang Shi, Jian Wan, Dong Dai
2014 B conf
DLBS: Decentralized load balancing scheme for event-driven cloud frameworks.
ICPADS
Changlong Li, Xuehai Zhou, Mingming Sun, Kun Lu, Jinhong Zhou, Hang Zhuang, Dong Dai
2014 A conf
Domino: an incremental computing framework in cloud with eventual synchronization.
HPDC
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross, Xuehai Zhou
2014 B conf
PUMA: Pseudo unified memory architecture for single-ISA heterogeneous multi-core systems.
RTCSA
Gangyong Jia, Liang Shi, Jian Wan, Youwei Yuan, Xi Li, Dong Dai
2014 B conf
Provenance-Based Prediction Scheme for Object Storage System in HPC.
CCGRID
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
2014 — conf
Provenance-based object storage prediction scheme for scientific big data applications.
IEEE BigData
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
2014 — conf
PseudoNUMA for reducing memory interference in multi-core systems.
SpringSim (HPS)
Gangyong Jia, Xi Li, Youwei Yuan, Jian Wan, Congfeng Jiang, Dong Dai
2014 — conf
Temperature-Aware Scheduling Based on Dynamic Time-Slice Scaling.
ICA3PP (1)
Gangyong Jia, Youwei Yuan, Jian Wan, Congfeng Jiang, Xi Li, Dong Dai
2014 A conf
Two-Choice Randomized Dynamic I/O Scheduler for Object Storage Systems.
SC
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
2014 C conf
Unbinds data and tasks to improving the Hadoop performance.
SNPD
Kun Lu, Dong Dai, Xuehai Zhou, Mingming Sun, Changlong Li, Hang Zhuang
2014 — conf
Using property graphs for rich metadata management in HPC systems.
PDSW@SC
Dong Dai, Robert B. Ross, Philip H. Carns, Dries Kimpe, Yong Chen
2013 — conf
Coordinate Task and Memory Management for Improving Power Efficiency.
ICA3PP (1)
Gangyong Jia, Xi Li, Jian Wan, Chao Wang, Dong Dai, Congfeng Jiang
2013 — conf
Detecting Associations in Large Dataset on MapReduce.
TrustCom/ISPA/IUCC
Dong Dai, Xi Li, Chao Wang, Junneng Zhang, Xuehai Zhou
2013 — conf
Group Scheduling for Improving Both CPU and Memory Power Efficiency Simultaneously.
HPCC/EUC
Gangyong Jia, Xi Li, Jian Wan, Chao Wang, Dong Dai
2013 B conf
HDFS+: Concurrent Writes Improvements for HDFS.
CCGRID
Kun Lu, Dong Dai, Mingming Sun
2012 C conf
Cloud Based Short Read Mapping Service.
CLUSTER
Dong Dai, Xi Li, Chao Wang, Xuehai Zhou
2012 C conf
Phase Detection for Loop-Based Programs on Multicore Architectures.
CLUSTER
Chao Wang, Xi Li, Dong Dai, Gangyong Jia, Xuehai Zhou
2012 — conf
Sedna: A Memory Based Key-Value Storage System for Realtime Processing in Cloud.
CLUSTER Workshops
Dong Dai, Xi Li, Chao Wang, Mingming Sun, Xuehai Zhou