I-Hsin Chung

According to our database, I-Hsin Chung authored at least 77 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Attention Tracker: Detecting Prompt Injection Attacks in LLMs.

Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat, I-Hsin Chung, Winston H. Hsu, Pin-Yu Chen

CoRR, 2024

The infrastructure powering IBM's Gen AI model development.

Talia Gershon, Seetharami Seelam, Brian Belgodere, Milton Bonilla, Lan Hoang, Danny Barnett, I-Hsin Chung, Apoorve Mohan, Ming-Hung Chen, Lixiang Luo, Robert Walkup, Constantinos Evangelinos, Shweta Salaria, Marc Dombrowa, Yoonho Park, Apo Kayi, Liran Schour, Alim Alim, Ali Sydney, Pavlos Maniotis, Laurent Schares, Bernard Metzler, Bengi Karacali-Akyamac, Sophia Wen, Tatsuhiro Chiba, Sunyanan Choochotkaew, Takeshi Yoshimura, Claudia Misale, Tonia Elengikal, Kevin O. Connor, Zhuoran Liu, Richard Molina, Lars Schneidenbach, James Caden, Christopher Laibinis, Carlos Fonseca, Vasily Tarasov, Swaminathan Sundararaman, Frank B. Schmuck, Scott Guthridge, Jeremy Cohn, Marc Eshel, Paul Muench, Runyu Liu, William Pointer, Drew Wyskida, Bob Krull, Ray Rose, Brent Wolfe, William Cornejo, John Walter, Colm Malone, Clifford Perucci, Frank Franco, Nigel Hinds, Bob Calio, Pavel Druyan, Robert Kilduff, John Kienle, Connor McStay, Andrew Figueroa, Matthew Connolly, Edie Fost, Gina Roma, Jake Fonseca, Ido Levy, Michele Payne, Ryan Schenkel, Amir Malki, Lion Schneider, Aniruddha Narkhede, Shekeba Moshref, Alexandra Kisin, Olga Dodin, Bill Rippon, Henry Wrieth, John Ganci, Johnny Colino, Donna Habeger-Rose, Rakesh Pandey, Aditya Gidh, Aditya Gaur, Dennis Patterson, Samsuddin Salmani, Rambilas Varma, Rumana Rumana, Shubham Sharma, Mayank Mishra, Rameswar Panda, Aditya Prasad, Matt Stallone, Gaoyuan Zhang, Yikang Shen, David Cox, Ruchir Puri, Dakshi Agrawal, Drew Thorstensen, Joel Belog, Brent Tang

CoRR, 2024

Data-Driven Lipschitz Continuity: A Cost-Effective Approach to Improve Adversarial Robustness.

Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee

CoRR, 2024

Steal Now and Attack Later: Evaluating Robustness of Object Detection against Black-box Adversarial Attacks.

Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee

CoRR, 2024

Overload: Latency Attacks on Object Detection for Edge Devices.

Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

CODAG: Characterizing and Optimizing Decompression Algorithms for GPUs.

Jeongmin Brian Park, Zaid Qureshi, Vikram S. Mailthody, Andrew Gacek, Shunfan Shao, Mohammad Almasri, Isaac Gelado, Jinjun Xiong, Chris J. Newburn, I-Hsin Chung, Michael Garland, Nikolay Sakharnykh, Wen-Mei W. Hwu

CoRR, 2023

GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture.

Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-Mei W. Hwu

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

Enabling Scalability in the Cloud for Scientific Workflows: An Earth Science Use Case.

Paula Olaya, Jakob Lüttgau, Camila Roa, Ricardo M. Llamas, Rodrigo Vargas, Sophia Wen, I-Hsin Chung, Seetharami R. Seelam, Yoonho Park, Jay F. Lofstead, Michela Taufer

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture.

Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelago, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-mei W. Hwu

Dataset, October, 2022

BaM: A Case for Enabling Fine-grain High Throughput GPU-Orchestrated Access to Storage.

Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-Mei W. Hwu

CoRR, 2022

NVMe Virtualization for Cloud Virtual Machines.

Lixiang Luo, I-Hsin Chung, Seetharami R. Seelam, Ming-Hung Chen, Yun Joon Soh

Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

A Locality-aware Cooperative Distributed Memory Caching for Parallel Data Analytic Applications.

Chia-Ting Hung, Jerry Chou, Ming-Hung Chen, I-Hsin Chung

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

2021

TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes.

Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu

Proceedings of the HPDC '21: The 30th International Symposium on High-Performance Parallel and Distributed Computing, 2021

A Deep Reinforcement Learning Method for Solving Task Mapping Problems with Dynamic Traffic on Parallel Systems.

YuCheng Wang, Jerry Chou, I-Hsin Chung

Proceedings of the HPC Asia 2021: The International Conference on High Performance Computing in Asia-Pacific Region, 2021

Toward an Enterprise-ready Composable Infrastructure as a Service.

Lorraine M. Herger, Kaoutar El Maghraoui, I-Hsin Chung, Chekuri Choudary, Kim Tran, Todd Deshane

Proceedings of the IEEE International Conference on Services Computing, 2021

2020

Transformation of application enablement tools on CORAL systems.

Serban Maerean, Eun Kyung Lee, Hui-Fang Wen, I-Hsin Chung

IBM J. Res. Dev., 2020

Fast CUDA-Aware MPI Datatypes without Platform Support.

Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu

CoRR, 2020

Tearing Down the Memory Wall.

Zaid Qureshi, Vikram Sharma Mailthody, Seungwon Min, I-Hsin Chung, Jinjun Xiong, Wen-Mei W. Hwu

CoRR, 2020

Node-Aware Stencil Communication for Heterogeneous Supercomputers.

Carl Pearson, Mert Hidayetoglu, Mohammad Almasri, Omer Anjum, I-Hsin Chung, Jinjun Xiong, Wen-Mei W. Hwu

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Workshop 14: iWAPT Automatic Performance Tuning.

I-Hsin Chung, Kazuhiko Komatsu

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

ECS2: A Fast Erasure Coding Library for GPU-Accelerated Storage Systems with Parallel & Direct IO.

ChanJung Chang, Jerry Chou, Yu-Ching Chou, I-Hsin Chung

Proceedings of the IEEE International Conference on Cluster Computing, 2020

2019

Evaluating Characteristics of CUDA Communication Primitives on High-Bandwidth Interconnects.

Carl Pearson, Abdul Dakkak, Sarah Hashash, Cheng Li, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu

Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

Temporal-based Load Adaptive SDN Controller Failover Mechanism.

Ming-Hung Chen, Zhi-Qiang Zhong, I-Hsin Chung, Cheng-Fu Chou

Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

Towards VR/AR Multimedia Content Multicast over Wireless LAN.

Ming-Hung Chen, Kai-Wen Hu, I-Hsin Chung, Cheng-Fu Chou

Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

2018

Deadline Is Not Enough: Importance-Aware Transmission Control Protocol for Server-Centric Data Centers.

Ming-Hung Chen, Shi-Chen Wang, Shih-Wei Liao, I-Hsin Chung, Cheng-Fu Chou

IEEE Syst. J., 2018

NUMA-Aware Data-Transfer Measurements for Power/NVLink Multi-GPU Systems.

Carl Pearson, I-Hsin Chung, Zehra Sura, Wen-Mei Hwu, Jinjun Xiong

Proceedings of the High Performance Computing, 2018

Towards a Single-Host Many-GPU System.

Ming-Hung Chen, I-Hsin Chung, Bülent Abali, Paul Crumley

Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Towards a Composable Computer System.

I-Hsin Chung, Bülent Abali, Paul Crumley

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2018

FlexProtect: A SDN-based DDoS Attack Protection Architecture for Multi-tenant Data Centers.

Ming-Hung Chen, Jyun-Yan Ciou, I-Hsin Chung, Cheng-Fu Chou

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2018

2017

Parallel Deep Neural Network Training for Big Data on Blue Gene/Q.

I-Hsin Chung, Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Vernon Austel, Upendra V. Chaudhari, Brian Kingsbury

IEEE Trans. Parallel Distributed Syst., 2017

Incremental Hybrid SDN Deployment for Enterprise Networks.

Ming-Hung Chen, Wei-Min Wang, I-Hsin Chung, Cheng-Fu Chou

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

2016

A low-latency two-tier measurement and control platform for commodity SDN.

Ming-Hung Chen, Yen-Chen Tien, Yuan-Ting Huang, I-Hsin Chung, Cheng-Fu Chou

IEEE Commun. Mag., 2016

Particle Swarm Stepwise Algorithm (PaSS) on Multicore Hybrid CPU-GPU Clusters.

Mu Yang, Ray-Bing Chen, I-Hsin Chung, Weichung Wang

Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

Application Characterization Assisted System Design.

I-Hsin Chung, Carlos H. A. Costa, Leopold Grinberg, Hui-Fang Wen

Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

2015

Hardware Thread-Level Speculation Performance Analysis.

Ying-Chieh Wang, I-Hsin Chung, Che-Rung Lee, Michael Perrone, Yeh-Ching Chung

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

2014

Improving GPU Memory Performancewith Artificial Barrier Synchronization.

Shih-Hsiang Lo, Che-Rung Lee, Quey-Liang Kao, I-Hsin Chung, Yeh-Ching Chung

IEEE Trans. Parallel Distributed Syst., 2014

Performance Modeling for Hardware Thread-Level Speculation.

Ying-Chieh Wang, Che-Rung Lee, Yeh-Ching Chung, I-Hsin Chung, Michael Perrone

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Parallel deep neural network training for LVCSR tasks using blue gene/Q.

Tara N. Sainath, I-Hsin Chung, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Brian Kingsbury, George Saon, Vernon Austel, Upendra V. Chaudhari

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

Optimizing Pairwise Box Intersection Checking on GPUs for Large-Scale Simulations.

Shih-Hsiang Lo, Che-Rung Lee, I-Hsin Chung, Yeh-Ching Chung

ACM Trans. Model. Comput. Simul., 2013

TLA: Temporal look-ahead processor allocation method for heterogeneous multi-cluster systems.

Po-Chi Shih, Kuo-Chan Huang, Che-Rung Lee, I-Hsin Chung, Yeh-Ching Chung

J. Parallel Distributed Comput., 2013

Determination of performance characteristics of scientific applications on IBM Blue Gene/Q.

Constantinos Evangelinos, Robert Walkup, Vipin Sachdeva, Kirk E. Jordan, Hormozd Gahvari, I-Hsin Chung, Michael P. Perrone, Ligang Lu, Lurng-Kuo Liu, Karen A. Magerlein

IBM J. Res. Dev., 2013

2012

A Systematic Approach toward Automated Performance Analysis and Tuning.

Guojing Cong, I-Hsin Chung, Hui-Fang Wen, David J. Klepacki, Hiroki Murata, Yasushi Negishi, Takao Moriyama

IEEE Trans. Parallel Distributed Syst., 2012

Application data prefetching on the IBM blue gene/Q supercomputer.

I-Hsin Chung, Changhoan Kim, Hui-Fang Wen, Guojing Cong

Proceedings of the SC Conference on High Performance Computing Networking, 2012

A static analysis tool using a three-step approach for data races in HPC programs.

Yasushi Negishi, Hiroki Murata, Guojing Cong, Hui-Fang Wen, I-Hsin Chung

Proceedings of the 10th Workshop on Parallel and Distributed Systems: Testing, 2012

An Efficient Framework for Multi-dimensional Tuning of High Performance Computing Applications.

Guojing Cong, Hui-Fang Wen, I-Hsin Chung, David J. Klepacki, Hiroki Murata, Yasushi Negishi

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

Scalable Communication-aware Task Mapping Algorithms for Interconnected Multicore Systems.

I-Hsin Chung, Che-Rung Lee, Jiazheng Zhou, Chung-Yi Chou, Yeh-Ching Chung

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Comparison Studies of Large-scale Conventional Molecular Dynamics Simulation on Parallel Machines.

Yun-Che Wang, Chun-Yi Wu, I-Hsin Chung

Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

GPU Performance Enhancement via Communication Cost Reduction: Case Studies of Radix Sort and WSN Relay Node Placement Problem.

Che-Rung Lee, Shih-Hsiang Lo, Nan-Hsi Chen, Yeh-Ching Chung, I-Hsin Chung

Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011

Hierarchical Mapping for HPC Applications.

I-Hsin Chung, Che-Rung Lee, Jiazheng Zhou, Yeh-Ching Chung

Parallel Process. Lett., 2011

Scalable Communication-Aware Task Mapping Algorithms for Interconnected Multicore Systems.

I-Hsin Chung, Che-Rung Lee, Jiazheng Zhou, Yeh-Ching Chung

Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

A Performance Goal Oriented Processor Allocation Technique for Centralized Heterogeneous Multi-cluster Environments.

Po-Chi Shih, Kuo-Chan Huang, Che-Rung Lee, I-Hsin Chung, Yeh-Ching Chung

Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

A Parallel Rectangle Intersection Algorithm on GPU+CPU.

Shih-Hsiang Lo, Che-Rung Lee, Yeh-Ching Chung, I-Hsin Chung

Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

2010

Workload performance characterization of DARPA HPCS benchmarks.

Seetharami R. Seelam, I-Hsin Chung, Guojing Cong, Hui-Fang Wen, David J. Klepacki

Concurr. Comput. Pract. Exp., 2010

Masking I/O latency using application level I/O caching and prefetching on Blue Gene systems.

Seetharami R. Seelam, I-Hsin Chung, John Bauer, Hui-Fang Wen

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Parallelization of DQMC simulation for strongly correlated electron systems.

Che-Rung Lee, I-Hsin Chung, Zhaojun Bai

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Application tuning through bottleneck-driven refactoring.

Guojing Cong, I-Hsin Chung, Hui-Fang Wen, David J. Klepacki, Hiroki Murata, Yasushi Negishi, Takao Moriyama

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Automated mapping of regular communication graphs on mesh interconnects.

Abhinav Bhatele, Gagan Raj Gupta, Laxmikant V. Kalé, I-Hsin Chung

Proceedings of the 2010 International Conference on High Performance Computing, 2010

Guided Performance Analysis Combining Profile and Trace Tools.

Judit Giménez, Jesús Labarta, F. Xavier Pegenaute, Hui-Fang Wen, David J. Klepacki, I-Hsin Chung, Guojing Cong, Felix Voigtländer, Bernd Mohr

Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010

2009

Application level I/O caching on Blue Gene/P systems.

Seetharami R. Seelam, I-Hsin Chung, John Bauer, Hao Yu, Hui-Fang Wen

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Towards a framework for automated performance tuning.

Guojing Cong, Seetharami R. Seelam, I-Hsin Chung, Sophia Wen, David J. Klepacki

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Tools for scalable performance analysis on Petascale systems.

I-Hsin Chung, Seetharami R. Seelam, Bernd Mohr, Jesús Labarta

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

A Holistic Approach towards Automated Performance Analysis and Tuning.

Guojing Cong, I-Hsin Chung, Hui-Fang Wen, David J. Klepacki, Hiroki Murata, Yasushi Negishi, Takao Moriyama

Proceedings of the Euro-Par 2009 Parallel Processing, 2009

2008

Early experiences in application level I/O tracing on blue gene systems.

Seetharami R. Seelam, I-Hsin Chung, Ding-Yong Hong, Hui-Fang Wen, Hao Yu

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

A framework for automated performance bottleneck detection.

I-Hsin Chung, Guojing Cong, David J. Klepacki, Simone Sbaraglia, Seetharami R. Seelam, Hui-Fang Wen

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

2007

A productivity centered application performance tuning framework.

Simone Sbaraglia, Hui-Fang Wen, Seetharami R. Seelam, I-Hsin Chung, Guojing Cong, Kattamuri Ekanadham, David J. Klepacki

Proceedings of the 2nd International Conference on Performance Evaluation Methodolgies and Tools, 2007

A Productivity Centered Tools Framework for Application Performance Tuning.

Hui-Fang Wen, Simone Sbaraglia, Seetharami R. Seelam, I-Hsin Chung, Guojing Cong, David J. Klepacki

Proceedings of the Fourth International Conference on the Quantitative Evaluaiton of Systems (QEST 2007), 2007

Performance Studies of a WebSphere Application, Trade, in Scale-out and Scale-up Environments.

Hao Yu, José E. Moreira, Parijat Dube, I-Hsin Chung, Li Zhang

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

2006

Blue Gene system software - Topology mapping for Blue Gene/L supercomputer.

Hao Yu, I-Hsin Chung, José E. Moreira

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

MPI tools and performance studies - MPI performance analysis tools on Blue Gene/L.

I-Hsin Chung, Robert Walkup, Hui-Fang Wen, Hao Yu

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

A study of MPI performance analysis tools on Blue Gene/L.

I-Hsin Chung, Robert Walkup, Hui-Fang Wen, Hao Yu

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

A Case Study Using Automatic Performance Tuning for Large-Scale Scientific Programs.

I-Hsin Chung, Jeffrey K. Hollingsworth

Proceedings of the 15th IEEE International Symposium on High Performance Distributed Computing, 2006

2004

Towards Automatic Performance Tuning.

I-Hsin Chung

PhD thesis, 2004

Using Information from Prior Runs to Improve Automated Tuning Systems.

I-Hsin Chung, Jeffrey K. Hollingsworth

Proceedings of the ACM/IEEE SC2004 Conference on High Performance Networking and Computing, 2004

Automated Cluster-Based Web Service Performance Tuning.

I-Hsin Chung, Jeffrey K. Hollingsworth

Proceedings of the 13th International Symposium on High-Performance Distributed Computing (HPDC-13 2004), 2004

2003

Runtime Selection among Different API Implementations.

I-Hsin Chung, Jeffrey K. Hollingsworth

Parallel Process. Lett., 2003

2002

Design of Scalable Continuous Media Servers.

Cheng-Fu Chou, Leana Golubchik, John C. S. Lui, I-Hsin Chung

Multim. Tools Appl., 2002

Active harmony: towards automated performance tuning.

Cristian Tapus, I-Hsin Chung, Jeffrey K. Hollingsworth

Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002