Dong Dai

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 51

Top Topics

Anomaly Detection

Reinforcement Learning

Prediction Scheme

Top Venues

Publications

Di Zhang, Monish Soundar Raj, Bing Xie, Sheng Di, Dong Dai
Cross-System Analysis of Job Characterization and Scheduling in Large-Scale Computing Clusters. IPDPS (2024)
Runzhou Han, Mai Zheng, Suren Byna, Houjun Tang, Bin Dong, Dong Dai, Yong Chen, Dongkyun Kim, Joseph Hassoun, David Thorsley
PROV-IO$^+$+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems. IEEE Trans. Parallel Distributed Syst. 35 (5) (2024)
Elliot Kolker-Hicks, Di Zhang, Dong Dai
A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs. CoRR (2024)
Chris Egersdoerfer, Arnav Sareen, Jean Luca Bez, Suren Byna, Dong Dai
ION: Navigating the HPC I/O Optimization Journey using Large Language Models. HotStorage (2024)
Abdullah Al Raqibul Islam, Dong Dai
DGAP: Efficient Dynamic Graph Analysis on Persistent Memory. CoRR (2024)
Runzhou Han, Mai Zheng, Suren Byna, Houjun Tang, Bin Dong, Dong Dai, Yong Chen, Dongkyun Kim, Joseph Hassoun, David Thorsley, Matthew Wolf
PROV-IO+: A Cross-Platform Provenance Framework for Scientific Data on HPC Systems. CoRR (2023)
Elliot Kolker-Hicks, Di Zhang, Dong Dai
A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs. SC Workshops (2023)
Chris Egersdoerfer, Dong Dai, Di Zhang
ClusterLog: Clustering Logs for Effective Log-based Anomaly Detection. CoRR (2023)
Saisha Kamat, Abdullah Al Raqibul Islam, Mai Zheng, Dong Dai
FaultyRank: A Graph-based Parallel File System Checker. IPDPS (2023)
Di Zhang, Chris Egersdoerfer, Tabassum Mahmud, Mai Zheng, Dong Dai
Drill: Log-based Anomaly Detection for Large-scale Storage Systems Using Source Code Analysis. IPDPS (2023)
Chris Egersdoerfer, Di Zhang, Dong Dai
Early Exploration of Using ChatGPT for Log-based Anomaly Detection on Parallel File Systems Logs. HPDC (2023)
Dazhao Cheng, Yu Wang, Dong Dai
Dynamic Resource Provisioning for Iterative Workloads on Apache Spark. IEEE Trans. Cloud Comput. 11 (1) (2023)
Md. Hasanur Rashid, Youbiao He, Forrest Sheng Bao, Dong Dai
IOPathTune: Adaptive Online Parameter Tuning for Parallel File System I/O Path. CoRR (2023)
Abdullah Al Raqibul Islam, Dong Dai
DGAP: Efficient Dynamic Graph Analysis on Persistent Memory. SC (2023)
Abdullah Al Raqibul Islam, Christopher York, Dong Dai
A performance study of optane persistent memory: from storage data structures' perspective. CCF Trans. High Perform. Comput. 4 (4) (2022)
Runzhou Han, Om Rameshwar Gatla, Mai Zheng, Jinrui Cao, Di Zhang, Dong Dai, Yong Chen, Jonathan E. Cook
A Study of Failure Recovery and Logging of High-Performance Parallel File Systems. ACM Trans. Storage 18 (2) (2022)
Chris Egersdoerfer, Di Zhang, Dong Dai
ClusterLog: Clustering Logs for Effeftxsctive Log-based Anomaly Detection. FTXS@SC (2022)
Abdullah Al Raqibul Islam, Dong Dai, Dazhao Cheng
VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory Array. CCGRID (2022)
Di Zhang, Dong Dai, Bing Xie
SchedInspector: A Batch Job Scheduling Inspector Using Reinforcement Learning. HPDC (2022)
Jiang Zhou, Yong Chen, Dong Dai, Yu Zhuang, Weiping Wang
I/O characteristic discovery for storage system optimizations. J. Parallel Distributed Comput. 148 (2021)
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
Trigger-Based Incremental Data Processing with Unified Sync and Async Model. IEEE Trans. Cloud Comput. 9 (1) (2021)
Di Zhang, Dong Dai, Runzhou Han, Mai Zheng
SentiLog: Anomaly Detecting on Parallel File Systems via Log-based Sentiment Analysis. HotStorage (2021)
Abdullah Al Raqibul Islam, Dong Dai
Understand the overheads of storage data structures on persistent memory. PPoPP (2020)
Jiang Zhou, Yong Chen, Wei Xie, Dong Dai, Shuibing He, Weiping Wang
PRS: A Pattern-Directed Replication Scheme for Heterogeneous Object-Based Storage. IEEE Trans. Computers 69 (4) (2020)
Di Zhang, Dong Dai, Youbiao He, Forrest Sheng Bao, Bing Xie
RLScheduler: an automated HPC batch job scheduler using reinforcement learning. SC (2020)
Li Ruan, Xiangrong Xu, Limin Xiao, Feng Yuan, Yin Li, Dong Dai
A Comparative Study of Large-Scale Cluster Workload Traces via Multiview Analysis. HPCC/SmartCity/DSS (2019)
Neda Tavakoli, Dong Dai, Yong Chen
Client-side straggler-aware I/O scheduler for object-based parallel file systems. Parallel Comput. 82 (2019)
Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Wei Zhang, Robert B. Ross
Managing Rich Metadata in High-Performance Computing Systems Using a Graph Model. IEEE Trans. Parallel Distributed Syst. 30 (7) (2019)
Di Zhang, Dong Dai, Youbiao He, Forrest Sheng Bao
RLScheduler: Learn to Schedule HPC Batch Jobs Using Deep Reinforcement Learning. CoRR (2019)
Dong Dai, Forrest Sheng Bao, Jiang Zhou, Xuanhua Shi, Yong Chen
Vectorizing disks blocks for efficient storage system via deep learning. Parallel Comput. 82 (2019)
Dong Dai, Om Rameshwar Gatla, Mai Zheng
A Performance Study of Lustre File System Checker: Bottlenecks and Potentials. MSST (2019)
Youbiao He, Dong Dai, Forrest Sheng Bao
Modeling HPC Storage Performance Using Long Short-Term Memory Networks. HPCC/SmartCity/DSS (2019)
Jiang Zhou, Dong Dai, Yu Mao, Xin Chen, Yu Zhuang, Yong Chen
I/O Characteristics Discovery in Cloud Storage Systems. IEEE CLOUD (2018)
Neda Tavakoli, Dong Dai, John Jenkins, Philip H. Carns, Robert B. Ross, Yong Chen
A Software-Defined Approach for QoS Control in High-Performance Computing Storage Systems. CoRR (2018)
Jinrui Cao, Om Rameshwar Gatla, Mai Zheng, Dong Dai, Vidya Eswarappa, Yan Mu, Yong Chen
PFault: A General Framework for Analyzing the Reliability of High-Performance Parallel File Systems. ICS (2018)
Dong Dai, Robert B. Ross, Dounia Khaldi, Yonghong Yan, Matthieu Dorier, Neda Tavakoli, Yong Chen
A Cross-Layer Solution in Scientific Workflow System for Tackling Data Movement Challenge. CoRR (2018)
Wei Zhang, Yong Chen, Dong Dai
AKIN: A Streaming Graph Partitioning Algorithm for Distributed Graph Storage Systems. CCGrid (2018)
Neda Tavakoli, Dong Dai, Yong Chen
Client-side Straggler-Aware I/O Scheduler for Object-based Parallel File Systems. CoRR (2018)
Wenke Li, Xuanhua Shi, Hong Huang, Peng Zhao, Hai Jin, Dong Dai, Yong Chen
GRAM: A GPU-Based Property Graph Traversal and Query for HPC Rich Metadata Management. NPC (2018)
Dong Dai, Wei Zhang, Yong Chen
POSTER: IOGP: An Incremental Online Graph Partitioning for Large-Scale Distributed Graph Databases. PPOPP (2017)
Alan Sill, Yong Chen, Jon R. Hass, Dong Dai, Jerry Perez
DAAC Workshop Chairs' Welcome. UCC (Companion") (2017)
Dong Dai, Wei Zhang, Yong Chen
IOGP: An Incremental Online Graph Partitioning Algorithm for Distributed Graph Databases. HPDC (2017)
Jiang Zhou, Wei Xie, Dong Dai, Yong Chen
Pattern-Directed Replication Scheme for Heterogeneous Object-based Storage. CCGrid (2017)
Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Robert B. Ross
Lightweight Provenance Service for High-Performance Computing. PACT (2017)
Chao Wang, Dong Dai, Xi Li, Aili Wang, Xuehai Zhou
SuperMIC: Analyzing Large Biological Datasets in Bioinformatics with Maximal Information Coefficient. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (4) (2017)
Dong Dai, Yong Chen, Philip H. Carns, John Jenkins, Wei Zhang, Robert B. Ross
GraphMeta: A Graph-Based Engine for Managing Large-Scale HPC Rich Metadata. CLUSTER (2016)
Gangyong Jia, Liang Shi, Xi Li, Dong Dai
PUMA: From Simultaneous to Parallel for Shared Memory System in Multi-core. J. Signal Process. Syst. 84 (1) (2016)
Neda Tavakoli, Dong Dai, Yong Chen
Log-Assisted Straggler-Aware I/O Scheduler for High-End Computing. ICPP Workshops (2016)
Dong Dai, Forrest Sheng Bao, Jiang Zhou, Yong Chen
Block2Vec: A Deep Learning Strategy on Mining Block Correlations in Storage Systems. ICPP Workshops (2016)
Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Nicholas Muirhead, Yong Chen
An asynchronous traversal engine for graph-based rich metadata management. Parallel Comput. 58 (2016)
Jinrui Cao, Simeng Wang, Dong Dai, Mai Zheng, Yong Chen
A Generic Framework for Testing Parallel File Systems. PDSW-DISCS@SC (2016)
Dong Dai, Philip H. Carns, Robert B. Ross, John Jenkins, Kyle Blauer, Yong Chen
GraphTrek: Asynchronous Graph Traversal for Property Graph-Based Metadata Management. CLUSTER (2015)
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
Provenance-based object storage prediction scheme for scientific big data applications. IEEE BigData (2014)
Gangyong Jia, Xi Li, Youwei Yuan, Jian Wan, Congfeng Jiang, Dong Dai
PseudoNUMA for reducing memory interference in multi-core systems. SpringSim (HPS) (2014)
Changlong Li, Xuehai Zhou, Mingming Sun, Kun Lu, Jinhong Zhou, Hang Zhuang, Dong Dai
DLBS: Decentralized load balancing scheme for event-driven cloud frameworks. ICPADS (2014)
Changlong Li, Hang Zhuang, Kun Lu, Mingming Sun, Jinhong Zhou, Dong Dai, Xuehai Zhou
An Adaptive Auto-configuration Tool for Hadoop. ICECCS (2014)
Gangyong Jia, Liang Shi, Jian Wan, Youwei Yuan, Xi Li, Dong Dai
PUMA: Pseudo unified memory architecture for single-ISA heterogeneous multi-core systems. RTCSA (2014)
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross, Xuehai Zhou
Domino: an incremental computing framework in cloud with eventual synchronization. HPDC (2014)
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
Provenance-Based Prediction Scheme for Object Storage System in HPC. CCGRID (2014)
Gangyong Jia, Youwei Yuan, Jian Wan, Congfeng Jiang, Xi Li, Dong Dai
Temperature-Aware Scheduling Based on Dynamic Time-Slice Scaling. ICA3PP (1) (2014)
Kun Lu, Dong Dai, Xuehai Zhou, Mingming Sun, Changlong Li, Hang Zhuang
Unbinds data and tasks to improving the Hadoop performance. SNPD (2014)
Mingming Sun, Xuehai Zhou, Feng Yang, Kun Lu, Dong Dai
Bwasw-Cloud: Efficient sequence alignment algorithm for two big data with MapReduce. ICADIWT (2014)
Gangyong Jia, Guangjie Han, Liang Shi, Jian Wan, Dong Dai
Combine thread with memory scheduling for maximizing performance in multi-core systems. ICPADS (2014)
Dong Dai, Robert B. Ross, Philip H. Carns, Dries Kimpe, Yong Chen
Using property graphs for rich metadata management in HPC systems. PDSW@SC (2014)
Dong Dai, Yong Chen, Dries Kimpe, Robert B. Ross
Two-Choice Randomized Dynamic I/O Scheduler for Object Storage Systems. SC (2014)
Gangyong Jia, Xi Li, Jian Wan, Chao Wang, Dong Dai, Congfeng Jiang
Coordinate Task and Memory Management for Improving Power Efficiency. ICA3PP (1) (2013)
Dong Dai, Xi Li, Chao Wang, Junneng Zhang, Xuehai Zhou
Detecting Associations in Large Dataset on MapReduce. TrustCom/ISPA/IUCC (2013)
Gangyong Jia, Xi Li, Jian Wan, Chao Wang, Dong Dai
Group Scheduling for Improving Both CPU and Memory Power Efficiency Simultaneously. HPCC/EUC (2013)
Dong Dai, Xi Li, Chao Wang, Xuehai Zhou
Cloud Based Short Read Mapping Service. CLUSTER (2012)
Chao Wang, Xi Li, Dong Dai, Gangyong Jia, Xuehai Zhou
Phase Detection for Loop-Based Programs on Multicore Architectures. CLUSTER (2012)
Dong Dai, Xi Li, Chao Wang, Mingming Sun, Xuehai Zhou
Sedna: A Memory Based Key-Value Storage System for Realtime Processing in Cloud. CLUSTER Workshops (2012)