Dong Dai

IEEE Trans. Cloud Comput., 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

ClusterLog: Clustering Logs for Effective Log-based Anomaly Detection.

[BibT_eX]

[DOI]

Chris Egersdoerfer

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs.

[BibT_eX]

[DOI]

Elliot Kolker-Hicks

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

DGAP: Efficient Dynamic Graph Analysis on Persistent Memory.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2023

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

FaultyRank: A Graph-based Parallel File System Checker.

[BibT_eX]

[DOI]

Saisha Kamat

Mai Zheng

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

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

[BibT_eX]

[DOI]

Chris Egersdoerfer

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

2022

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

[BibT_eX]

[DOI]

Christopher York

CCF Trans. High Perform. Comput., December, 2022

A Study of Failure Recovery and Logging of High-Performance Parallel File Systems.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2022

SchedInspector: A Batch Job Scheduling Inspector Using Reinforcement Learning.

[BibT_eX]

[DOI]

Bing Xie

Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

ClusterLog: Clustering Logs for Effeftxsctive Log-based Anomaly Detection.

[BibT_eX]

[DOI]

Chris Egersdoerfer

Proceedings of the 12th IEEE/ACM Workshop on Fault Tolerance for HPC at eXtreme Scale, 2022

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

[BibT_eX]

[DOI]

Dazhao Cheng

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

Trigger-Based Incremental Data Processing with Unified Sync and Async Model.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2021

I/O characteristic discovery for storage system optimizations.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2021

SentiLog: Anomaly Detecting on Parallel File Systems via Log-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the HotStorage '21: 13th ACM Workshop on Hot Topics in Storage and File Systems, 2021

2020

PRS: A Pattern-Directed Replication Scheme for Heterogeneous Object-Based Storage.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2020

RLScheduler: an automated HPC batch job scheduler using reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

Understand the overheads of storage data structures on persistent memory.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '20: 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2020

2019

Managing Rich Metadata in High-Performance Computing Systems Using a Graph Model.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Client-side straggler-aware I/O scheduler for object-based parallel file systems.

[BibT_eX]

[DOI]

Neda Tavakoli

Parallel Comput., 2019

Vectorizing disks blocks for efficient storage system via deep learning.

[BibT_eX]

[DOI]

Parallel Comput., 2019

RLScheduler: Learn to Schedule HPC Batch Jobs Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2019

A Performance Study of Lustre File System Checker: Bottlenecks and Potentials.

[BibT_eX]

[DOI]

Om Rameshwar Gatla

Mai Zheng

Proceedings of the 35th Symposium on Mass Storage Systems and Technologies, 2019

A Comparative Study of Large-Scale Cluster Workload Traces via Multiview Analysis.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Modeling HPC Storage Performance Using Long Short-Term Memory Networks.

[BibT_eX]

[DOI]

Youbiao He

Forrest Sheng Bao

2018

A Cross-Layer Solution in Scientific Workflow System for Tackling Data Movement Challenge.

[BibT_eX]

[DOI]

CoRR, 2018

A Software-Defined Approach for QoS Control in High-Performance Computing Storage Systems.

[BibT_eX]

[DOI]

CoRR, 2018

GRAM: A GPU-Based Property Graph Traversal and Query for HPC Rich Metadata Management.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, 2018

PFault: A General Framework for Analyzing the Reliability of High-Performance Parallel File Systems.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Supercomputing, 2018

AKIN: A Streaming Graph Partitioning Algorithm for Distributed Graph Storage Systems.

[BibT_eX]

[DOI]

Wei Zhang

Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

I/O Characteristics Discovery in Cloud Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

SuperMIC: Analyzing Large Biological Datasets in Bioinformatics with Maximal Information Coefficient.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

DAAC Workshop Chairs' Welcome.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the 10th International Conference on Utility and Cloud Computing, 2017

POSTER: IOGP: An Incremental Online Graph Partitioning for Large-Scale Distributed Graph Databases.

[BibT_eX]

[DOI]

Wei Zhang

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

IOGP: An Incremental Online Graph Partitioning Algorithm for Distributed Graph Databases.

[BibT_eX]

[DOI]

Wei Zhang

Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

Pattern-Directed Replication Scheme for Heterogeneous Object-based Storage.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

Lightweight Provenance Service for High-Performance Computing.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Parallel Architectures and Compilation Techniques, 2017

2016

PUMA: From Simultaneous to Parallel for Shared Memory System in Multi-core.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2016

An asynchronous traversal engine for graph-based rich metadata management.

[BibT_eX]

[DOI]

Parallel Comput., 2016

A Generic Framework for Testing Parallel File Systems.

[BibT_eX]

[DOI]

Proceedings of the 1st Joint International Workshop on Parallel Data Storage and data Intensive Scalable Computing Systems, 2016

Log-Assisted Straggler-Aware I/O Scheduler for High-End Computing.

[BibT_eX]

[DOI]

Neda Tavakoli

Proceedings of the 45th International Conference on Parallel Processing Workshops, 2016

Block2Vec: A Deep Learning Strategy on Mining Block Correlations in Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 45th International Conference on Parallel Processing Workshops, 2016

GraphMeta: A Graph-Based Engine for Managing Large-Scale HPC Rich Metadata.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

2015

GraphTrek: Asynchronous Graph Traversal for Property Graph-Based Metadata Management.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2014

PseudoNUMA for reducing memory interference in multi-core systems.

[BibT_eX]

[DOI]

Proceedings of the 2014 Spring Simulation Multiconference, 2014

Unbinds data and tasks to improving the Hadoop performance.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE/ACIS International Conference on Software Engineering, 2014

Using property graphs for rich metadata management in HPC systems.

[BibT_eX]

[DOI]

Proceedings of the 9th Parallel Data Storage Workshop, 2014

Two-Choice Randomized Dynamic I/O Scheduler for Object Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2014

PUMA: Pseudo unified memory architecture for single-ISA heterogeneous multi-core systems.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 20th International Conference on Embedded and Real-Time Computing Systems and Applications, 2014

DLBS: Decentralized load balancing scheme for event-driven cloud frameworks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

Combine thread with memory scheduling for maximizing performance in multi-core systems.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

An Adaptive Auto-configuration Tool for Hadoop.

[BibT_eX]

[DOI]

Proceedings of the 2014 19th International Conference on Engineering of Complex Computer Systems, 2014

Bwasw-Cloud: Efficient sequence alignment algorithm for two big data with MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on the Applications of Digital Information and Web Technologies, 2014

Temperature-Aware Scheduling Based on Dynamic Time-Slice Scaling.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2014

Domino: an incremental computing framework in cloud with eventual synchronization.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014

Provenance-Based Prediction Scheme for Object Storage System in HPC.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

Provenance-based object storage prediction scheme for scientific big data applications.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Detecting Associations in Large Dataset on MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Trust, 2013

Coordinate Task and Memory Management for Improving Power Efficiency.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

Group Scheduling for Improving Both CPU and Memory Power Efficiency Simultaneously.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

HDFS+: Concurrent Writes Improvements for HDFS.

[BibT_eX]

[DOI]

Kun Lu