Jae-Seung Yeom

Orcid: 0000-0001-5464-6040

According to our database1, Jae-Seung Yeom authored at least 33 papers between 2006 and 2024.

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Bibliography

2024
A Large-Scale Epidemic Simulation Framework for Realistic Social Contact Networks.
CoRR, 2024

Predicting Cross-Architecture Performance of Parallel Programs.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Empirical Study of Molecular Dynamics Workflow Data Movement: DYAD vs. Traditional I/O Systems.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Relative Performance Prediction Using Few-Shot Learning.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023
Fluxion: A Scalable Graph-Based Resource Model for HPC Scheduling Challenges.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022
Enabling machine learning-ready HPC ensembles with Merlin.
Future Gener. Comput. Syst., 2022

Ubique: A New Model for Untangling Inter-task Data Dependence in Complex HPC Workflows.
Proceedings of the 18th IEEE International Conference on e-Science, 2022

One Step Closer to Converged Computing: Achieving Scalability with Cloud-Native HPC.
Proceedings of the 4th IEEE/ACM International Workshop on Containers and New Orchestration Paradigms for Isolated Environments in HPC, 2022

2021
Towards dynamic simulation of a whole cell model.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020
Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications.
IEEE Trans. Vis. Comput. Graph., 2020

2019
Merlin: Enabling Machine Learning-Ready HPC Ensembles.
CoRR, 2019

Parallelizing Training of Deep Generative Models on Massive Scientific Datasets.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018
PADDLE: Performance Analysis Using a Data-Driven Learning Environment.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

2017
Performance modeling under resource constraints using deep transfer learning.
Proceedings of the International Conference for High Performance Computing, 2017

Exploratory Modeling and Simulation of the Evolutionary Dynamics of Single-Stranded RNA Virus Populations.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Massively Parallel Simulations of Spread of Infectious Diseases over Realistic Social Networks.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016
Data-Driven Performance Modeling of Linear Solvers for Sparse Matrices.
Proceedings of the 7th International Workshop on Performance Modeling, 2016

LibPowerMon: A Lightweight Profiling Framework to Profile Program Context and System-Level Metrics.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

2015
Charm++ and MPI: Combining the Best of Both Worlds.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

2014
Optimizing Data Accesses for Scaling Data-intensive Scientific Applications.
PhD thesis, 2014

Overcoming the Scalability Challenges of Epidemic Simulations on Blue Waters.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

TRAM: Optimizing Fine-Grained Communication with Topological Routing and Aggregation of Messages.
Proceedings of the 43rd International Conference on Parallel Processing, 2014

2013
Contagion Diffusion with EpiSimdemics.
Proceedings of the Parallel Science and Engineering Applications - The Charm++ Approach., 2013

2012
Simulating the Spread of Infectious Disease over Large Realistic Social Networks Using Charm++.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

High-Performance Interaction-Based Simulation of Gut Immunopathologies with ENteric Immunity Simulator (ENISI).
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

2011
Poster: large-scale computational epidemiology modeling using charm++.
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

2010
Strider: Runtime Support for Optimizing Strided Data Accesses on Multi-Cores with Explicitly Managed Memories.
Proceedings of the Conference on High Performance Computing Networking, 2010

2009
Programming Multiprocessors with Explicitly Managed Memory Hierarchies.
Computer, 2009

A comparison of programming models for multiprocessors with explicitly managed memory hierarchies.
Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2009

2008
Scheduling Asymmetric Parallelism on a PlayStation3 Cluster.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007
A Testbed Emulator for Cross-Layer Studies in Mobile Ad Hoc Wireless Networks.
Proceedings of the 3rd International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities, 2007

Security in All-Optical Networks: Self-Organization and Attack Avoidance.
Proceedings of IEEE International Conference on Communications, 2007

2006
Security and self-organization in transparent optical networks: an overview.
Proceedings of the 1st International ICST Conference on Access Networks, ACCESSNETS 2006, 2006


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