Feiyi Wang

Orcid: 0000-0002-0099-1559

According to our database1, Feiyi Wang authored at least 84 papers between 1997 and 2024.

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Bibliography

2024
Tarazu: An Adaptive End-to-end I/O Load-balancing Framework for Large-scale Parallel File Systems.
ACM Trans. Storage, May, 2024

A Digital Twin Framework for Liquid-cooled Supercomputers as Demonstrated at Exascale.
CoRR, 2024

Exploring the Frontiers of Energy Efficiency using Power Management at System Scale.
CoRR, 2024

Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars.
CoRR, 2024

AI-coupled HPC Workflow Applications, Middleware and Performance.
CoRR, 2024

Profiling and Modeling of Power Characteristics of Leadership-Scale HPC System Workloads.
CoRR, 2024

Reparation with moving least squares sampling and extraction of body sizes of beef cattle from unilateral point clouds.
Comput. Electron. Agric., 2024

Optimizing Distributed Training on Frontier for Large Language Models.
Proceedings of the ISC High Performance 2024 Research Paper Proceedings (39th International Conference), 2024

Pretraining Billion-Scale Geospatial Foundational Models on Frontier.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Distributed Multi-GPU Community Detection on Exascale Computing Platforms.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Power Profile Monitoring and Tracking Evolution of System-Wide HPC Workloads.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

2023
Evaluation of pre-training large language models on leadership-class supercomputers.
J. Supercomput., December, 2023

TwoFold: Highly accurate structure and affinity prediction for protein-ligand complexes from sequences.
Int. J. High Perform. Comput. Appl., November, 2023

A method for detecting tomato canopies' phenotypic traits based on improved skeleton extraction algorithm.
Comput. Electron. Agric., November, 2023

Dynamic simulation of leaf area index for the soybean canopy based on 3D reconstruction.
Ecol. Informatics, July, 2023

Optimizing Distributed Training on Frontier for Large Language Models.
CoRR, 2023

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.
CoRR, 2023

A calculation method of phenotypic traits based on three-dimensional reconstruction of tomato canopy.
Comput. Electron. Agric., 2023

FORGE: Pre-Training Open Foundation Models for Science.
Proceedings of the International Conference for High Performance Computing, 2023

Optimizing Communication in 2D Grid-Based MPI Applications at Exascale.
Proceedings of the 30th European MPI Users' Group Meeting, 2023

Scaling Resolution of Gigapixel Whole Slide Images Using Spatial Decomposition on Convolutional Neural Networks.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2023

Analyzing File Access Patterns on Large-Scale HPC Systems: Opportunities for File Prefetching.
Proceedings of the 31st International Symposium on Modeling, 2023

DeepThermo: Deep Learning Accelerated Parallel Monte Carlo Sampling for Thermodynamics Evaluation of High Entropy Alloys.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Distributing Simplex-Shaped Nested for-Loops to Identify Carcinogenic Gene Combinations.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Understanding Node Allocation on Leadership-Class Supercomputers with Graph Analytics.
Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

2022
I/O performance analysis of machine learning workloads on leadership scale supercomputer.
Perform. Evaluation, 2022

Language models for the prediction of SARS-CoV-2 inhibitors.
Int. J. High Perform. Comput. Appl., 2022

AI Benchmarking for Science: Efforts from the MLCommons Science Working Group.
Proceedings of the High Performance Computing. ISC High Performance 2022 International Workshops - Hamburg, Germany, May 29, 2022

Toward an Autonomous Workflow for Single Crystal Neutron Diffraction.
Proceedings of the Accelerating Science and Engineering Discoveries Through Integrated Research Infrastructure for Experiment, Big Data, Modeling and Simulation, 2022

Climbing the Summit and Pushing the Frontier of Mixed Precision Benchmarks at Extreme Scale.
Proceedings of the SC22: International Conference for High Performance Computing, 2022

Strategies for Integrating Deep Learning Surrogate Models with HPC Simulation Applications.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

A Scalable Pipeline for Gigapixel Whole Slide Imaging Analysis on Leadership Class HPC Systems.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Machine Learning Assisted HPC Workload Trace Generation for Leadership Scale Storage Systems.
Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

Access Patterns and Performance Behaviors of Multi-layer Supercomputer I/O Subsystems under Production Load.
Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

Hvac: Removing I/O Bottleneck for Large-Scale Deep Learning Applications.
Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021
Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery.
Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021


Revealing power, energy and thermal dynamics of a 200PF pre-exascale supercomputer.
Proceedings of the International Conference for High Performance Computing, 2021

Mitigating Catastrophic Forgetting in Deep Learning in a Streaming Setting Using Historical Summary.
Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 2021

Characterizing Machine Learning I/O Workloads on Leadership Scale HPC Systems.
Proceedings of the 29th International Symposium on Modeling, 2021

Interpreting Write Performance of Supercomputer I/O Systems with Regression Models.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

Dynamics of Counterfactual Retrieval.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

The Challenge of Disproportionate Importance of Temporal Features in Predicting HPC Power Consumption.
Proceedings of the IEEE International Conference on Cluster Computing, 2021

2019
Applying Machine Learning to Understand Write Performance of Large-scale Parallel Filesystems.
Proceedings of the IEEE/ACM Fourth International Parallel Data Systems Workshop, 2019

End-to-end I/O portfolio for the summit supercomputing ecosystem.
Proceedings of the International Conference for High Performance Computing, 2019

iez: Resource Contention Aware Load Balancing for Large-Scale Parallel File Systems.
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Learning from Five-year Resource-Utilization Data of Titan System.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

LCIO: Large Scale Filesystem Aging.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018
HPC Software and Programming Environments for Big Data Applications.
Sci. Program., 2018


Chameleon: An Adaptive Wear Balancer for Flash Clusters.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

2017
Optimizing checkpoint data placement with guaranteed burst buffer endurance in large-scale hierarchical storage systems.
J. Parallel Distributed Comput., 2017

Diving into petascale production file systems through large scale profiling and analysis.
Proceedings of the 2nd Joint International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2017

GUIDE: a scalable information directory service to collect, federate, and analyze logs for operational insights into a leadership HPC facility.
Proceedings of the International Conference for High Performance Computing, 2017

Automatic and Transparent Resource Contention Mitigation for Improving Large-Scale Parallel File System Performance.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Comprehensive Measurement and Analysis of the User-Perceived I/O Performance in a Production Leadership-Class Storage System.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Analysis and Modeling of the End-to-End I/O Performance on OLCF's Titan Supercomputer.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

I/O load balancing for big data HPC applications.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
A Bloom Filter Based Scalable Data Integrity Check Tool for Large-Scale Dataset.
Proceedings of the 1st Joint International Workshop on Parallel Data Storage and data Intensive Scalable Computing Systems, 2016

Using Balanced Data Placement to Address I/O Contention in Production Environments.
Proceedings of the 28th International Symposium on Computer Architecture and High Performance Computing, 2016

2015
A practical approach to reconciling availability, performance, and capacity in provisioning extreme-scale storage systems.
Proceedings of the International Conference for High Performance Computing, 2015

Comparative I/O workload characterization of two leadership class storage clusters.
Proceedings of the 10th Parallel Data Storage Workshop, 2015

2014
Coordinating Garbage Collectionfor Arrays of Solid-State Drives.
IEEE Trans. Computers, 2014

The Earth System Grid Federation: An open infrastructure for access to distributed geospatial data.
Future Gener. Comput. Syst., 2014

Best Practices and Lessons Learned from Deploying and Operating Large-Scale Data-Centric Parallel File Systems.
Proceedings of the International Conference for High Performance Computing, 2014

SSD-optimized workload placement with adaptive learning and classification in HPC environments.
Proceedings of the IEEE 30th Symposium on Mass Storage Systems and Technologies, 2014

Improving large-scale storage system performance via topology-aware and balanced data placement.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

2013
Performance and scalability evaluation of the Ceph parallel file system.
Proceedings of the 8th Parallel Data Storage Workshop, 2013

Asynchronous object storage with QoS for scientific and commercial big data.
Proceedings of the 8th Parallel Data Storage Workshop, 2013

2012
The Earth System Grid Federation: An open infrastructure for access to distributed geospatial data.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

2011
Harmonia: A globally coordinated garbage collector for arrays of Solid-State Drives.
Proceedings of the IEEE 27th Symposium on Mass Storage Systems and Technologies, 2011

A semi-preemptive garbage collector for solid state drives.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2011

2010
Efficient Object Storage Journaling in a Distributed Parallel File System.
Proceedings of the 8th USENIX Conference on File and Storage Technologies, 2010

2005
Biologically-inspired self-deployable heterogeneous mobile sensor networks.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

2004
Stephanie Bryant and Feiyi Wang, Aspects of adaptive reconfiguration in a scalable intrusion tolerant system, <i>Complexity</i> (2004) 9(2)74-83.
Complex., 2004

2003
Design and implementation of Acceptance Monitor for building intrusion tolerant systems.
Softw. Pract. Exp., 2003

Aspects of adaptive reconfiguration in a scalable intrusion tolerant system.
Complex., 2003

SITAR: A Scalable Intrusion-Tolerant Architecture for Distributed Services-A Technology Summary.
Proceedings of the 3rd DARPA Information Survivability Conference and Exposition (DISCEX-III 2003), 2003

2001
Design and implementation of acceptance monitor for building scalable intrusion tolerant system.
Proceedings of the 10th International Conference on Computer Communications and Networks, 2001

2000
A property oriented fault detection approach for link state routing protocol.
Proceedings of the Proceedings Ninth International Conference on Computer Communications and Networks, 2000

1999
Intrusion detection for link state routing protocol through integrated network management.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1999), 1999

1998
Statistical Anomaly Detection for Link-State Routing Protocols.
Proceedings of the 1998 International Conference on Network Protocols (ICNP '98), 1998

On the Vulnerabilities and Protection of OSPF Routing Protocol.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1998), 1998

1997
An experimental study of insider attacks for OSPF routing protocol.
Proceedings of the 1997 International Conference on Network Protocols (ICNP '97), 1997


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