Ivy Bo Peng

According to our database, Ivy Bo Peng authored at least 70 papers between 2015 and 2024.

Collaborative distances:

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

2024

Disaggregated Memory with SmartNIC Offloading: a Case Study on Graph Processing.

Jacob Wahlgren, Gabin Schieffer, Maya B. Gokhale, Roger Pearce, Ivy Peng

CoRR, 2024

Multi-level Memory-Centric Profiling on ARM Processors with ARM SPE.

Samuel Miksits, Ruimin Shi, Maya B. Gokhale, Jacob Wahlgren, Gabin Schieffer, Ivy Peng

CoRR, 2024

Understanding Data Movement in AMD Multi-GPU Systems with Infinity Fabric.

Gabin Schieffer, Ruimin Shi, Stefano Markidis, Andreas Herten, Jennifer Faj, Ivy Peng

CoRR, 2024

Characterizing the Performance of the Implicit Massively Parallel Particle-in-Cell iPIC3D Code.

Jeremy J. Williams, Daniel Medeiros, Ivy Bo Peng, Stefano Markidis

CoRR, 2024

Understanding Layered Portability from HPC to Cloud in Containerized Environments.

Daniel Araújo de Medeiros, Gabin Schieffer, Jacob Wahlgren, Ivy Peng

CoRR, 2024

On the Rise of AMD Matrix Cores: Performance, Power Efficiency, and Programmability.

Gabin Schieffer, Daniel Araújo de Medeiros, Jennifer Faj, Aniruddha Marathe, Ivy Peng

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2024

Integration of Modern HPC Performance Tools in Vlasiator for Exascale Analysis and Optimization.

Camille Coti, Yann Pfau-Kempf, Markus Battarbee, Urs Ganse, Sameer Shende, Kevin A. Huck, Jordi Rodriquez, Leo Kotipalo, Jennifer Faj, Jeremy J. Williams, Ivy Peng, Allen D. Malony, Stefano Markidis, Minna Palmroth

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Harnessing Integrated CPU-GPU System Memory for HPC: a first look into Grace Hopper.

Gabin Schieffer, Jacob Wahlgren, Jie Ren, Jennifer Faj, Ivy Peng

Proceedings of the 53rd International Conference on Parallel Processing, 2024

Beyond the Buzz: Strategic Paths for Enabling Useful NISQ Applications.

Pratibha Raghupati Hegde, Oleksandr Kyriienko, Hermanni Heimonen, Panagiotis Tolias, Gilbert Netzer, Panagiotis Kl. Barkoutsos, Ricardo Vinuesa, Ivy Peng, Stefano Markidis

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023

Quantum Computer Simulations at Warp Speed: Assessing the Impact of GPU Acceleration.

Jennifer Faj, Ivy Bo Peng, Jacob Wahlgren, Stefano Markidis

CoRR, 2023

Leveraging HPC Profiling & Tracing Tools to Understand the Performance of Particle-in-Cell Monte Carlo Simulations.

Jeremy J. Williams, David Tskhakaya, Stefan Costea, Ivy Bo Peng, Marta Garcia-Gasulla, Stefano Markidis

CoRR, 2023

Perspectives on AI Architectures and Co-design for Earth System Predictability.

Maruti K. Mudunuru, James A. Ang, Mahantesh Halappanavar, Simon D. Hammond, Maya B. Gokhale, James C. Hoe, Tushar Krishna, Sarat Sreepathi, Matthew R. Norman, Ivy Bo Peng, Philip W. Jones

CoRR, 2023

HM-Keeper: Scalable Page Management for Multi-Tiered Large Memory Systems.

Jie Ren, Dong Xu, Ivy Peng, Junhee Ryu, Kwangsik Shin, Daewoo Kim, Dong Li

CoRR, 2023

A GPU-Accelerated Molecular Docking Workflow with Kubernetes and Apache Airflow.

Daniel Araújo de Medeiros, Gabin Schieffer, Jacob Wahlgren, Ivy Bo Peng

Proceedings of the High Performance Computing, 2023

A Quantitative Approach for Adopting Disaggregated Memory in HPC Systems.

Jacob Wahlgren, Gabin Schieffer, Maya B. Gokhale, Ivy Peng

Proceedings of the International Conference for High Performance Computing, 2023

Accelerator integration in a tile-based SoC: lessons learned with a hardware floating point compression engine.

Xueyang Liu, Patricia Gonzalez-Guerrero, Ivy Peng, Ronald G. Minnich, Maya B. Gokhale

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

Kub: Enabling Elastic HPC Workloads on Containerized Environments.

Daniel Araújo de Medeiros, Jacob Wahlgren, Gabin Schieffer, Ivy Peng

Proceedings of the 35th IEEE International Symposium on Computer Architecture and High Performance Computing, 2023

LibCOS: Enabling Converged HPC and Cloud Data Stores with MPI.

Daniel Araújo de Medeiros, Stefano Markidis, Ivy Bo Peng

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2023

Leveraging HPC Profiling and Tracing Tools to Understand the Performance of Particle-in-Cell Monte Carlo Simulations.

Jeremy J. Williams, David Tskhakaya, Stefan Costea, Ivy Bo Peng, Marta Garcia-Gasulla, Stefano Markidis

Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

Boosting the Performance of Object Tracking with a Half-Precision Particle Filter on GPU.

Gabin Schieffer, Nattawat Pornthisan, Daniel Araújo de Medeiros, Stefano Markidis, Jacob Wahlgren, Ivy Peng

Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

Accelerating Drug Discovery in AutoDock-GPU with Tensor Cores.

Gabin Schieffer, Ivy Bo Peng

Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

OpenCUBE: Building an Open Source Cloud Blueprint with EPI Systems.

Ivy Peng, Martin Schulz, Utz-Uwe Haus, Craig Prunty, Pedro Marcuello, Emanuele Danovaro, Gabin Schieffer, Jacob Wahlgren, Daniel Araújo de Medeiros, Philipp Friese, Stefano Markidis

Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

Quantum Computer Simulations at Warp Speed: Assessing the Impact of GPU Acceleration: A Case Study with IBM Qiskit Aer, Nvidia Thrust & cuQuantum.

Jennifer Faj, Ivy Peng, Jacob Wahlgren, Stefano Markidis

Proceedings of the 19th IEEE International Conference on e-Science, 2023

Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations.

Francieli Boito, Jim M. Brandt, Valeria Cardellini, Philip H. Carns, Florina M. Ciorba, Hilary Egan, Ahmed Eleliemy, Ann C. Gentile, Thomas Gruber, Jeff Hanson, Utz-Uwe Haus, Kevin A. Huck, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto

Proceedings of the IEEE International Conference on Cluster Computing, 2023

2022

Enabling Scalable and Extensible Memory-Mapped Datastores in Userspace.

Ivy Bo Peng, Maya B. Gokhale, Karim Youssef, Keita Iwabuchi, Roger Pearce

IEEE Trans. Parallel Distributed Syst., 2022

FPGA-accelerated simulation of variable latency memory systems.

Hüsrev Cilasun, Chris Macaraeg, Ivy Bo Peng, Abhik Sarkar, Maya B. Gokhale

Proceedings of the 2022 International Symposium on Memory Systems, 2022

Evaluating Emerging CXL-enabled Memory Pooling for HPC Systems.

Jacob Wahlgren, Maya B. Gokhale, Ivy Bo Peng

Proceedings of the IEEE/ACM Workshop on Memory Centric High Performance Computing, 2022

2021

A Holistic View of Memory Utilization on HPC Systems: Current and Future Trends.

Ivy Peng, Ian Karlin, Maya B. Gokhale, Kathleen Shoga, Matthew P. LeGendre, Todd Gamblin

Proceedings of the MEMSYS 2021: The International Symposium on Memory Systems, Washington, USA, September 27, 2021

MD-HM: memoization-based molecular dynamics simulations on big memory system.

Zhen Xie, Wenqian Dong, Jie Liu, Ivy Bo Peng, Yanbao Ma, Dong Li

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

Optimizing large-scale plasma simulations on persistent memory-based heterogeneous memory with effective data placement across memory hierarchy.

Jie Ren, Jiaolin Luo, Ivy Bo Peng, Kai Wu, Dong Li

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs.

Artur Podobas, Martin Svedin, Steven Wei Der Chien, Ivy Bo Peng, Naresh Balaji Ravichandran, Pawel Andrzej Herman, Anders Lansner, Stefano Markidis

Proceedings of the HEART '21: 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, 2021

ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory.

Kai Wu, Jie Ren, Ivy Bo Peng, Dong Li

Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021

2020

Automatic Particle Trajectory Classification in Plasma Simulations.

Stefano Markidis, Ivy Bo Peng, Artur Podobas, Itthinat Jongsuebchoke, Gabriel Bengtsson, Pawel Andrzej Herman

Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020

On the Memory Underutilization: Exploring Disaggregated Memory on HPC Systems.

Ivy Bo Peng, Roger Pearce, Maya B. Gokhale

Proceedings of the 32nd IEEE International Symposium on Computer Architecture and High Performance Computing, 2020

sputniPIC: An Implicit Particle-in-Cell Code for Multi-GPU Systems.

Steven Wei Der Chien, Jonas Nylund, Gabriel Bengtsson, Ivy Bo Peng, Artur Podobas, Stefano Markidis

Proceedings of the 32nd IEEE International Symposium on Computer Architecture and High Performance Computing, 2020

Demystifying the Performance of HPC Scientific Applications on NVM-based Memory Systems.

Ivy Bo Peng, Kai Wu, Jie Ren, Dong Li, Maya B. Gokhale

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads.

Steven Wei Der Chien, Artur Podobas, Ivy Bo Peng, Stefano Markidis

Proceedings of the IEEE International Conference on Cluster Computing, 2020

ATMem: adaptive data placement in graph applications on heterogeneous memories.

Yu Chen, Ivy Bo Peng, Zhen Peng, Xu Liu, Bin Ren

Proceedings of the CGO '20: 18th ACM/IEEE International Symposium on Code Generation and Optimization, 2020

Ribbon: High Performance Cache Line Flushing for Persistent Memory.

Kai Wu, Ivy Bo Peng, Jie Ren, Dong Li

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

SAGE: Percipient Storage for Exascale Data Centric Computing.

Sai Narasimhamurthy, Nikita Danilov, Sining Wu, Ganesan Umanesan, Stefano Markidis, Sergio Rivas-Gomez, Ivy Bo Peng, Erwin Laure, Dirk Pleiter, Shaun De Witt

Parallel Comput., 2019

UMap: Enabling Application-driven Optimizations for Page Management.

Ivy Bo Peng, Marty McFadden, Eric W. Green, Keita Iwabuchi, Kai Wu, Dong Li, Roger Pearce, Maya B. Gokhale

Proceedings of the 2019 IEEE/ACM Workshop on Memory Centric High Performance Computing, 2019

Performance Evaluation of Advanced Features in CUDA Unified Memory.

Steven Wei Der Chien, Ivy Bo Peng, Stefano Markidis

Proceedings of the 2019 IEEE/ACM Workshop on Memory Centric High Performance Computing, 2019

Posit NPB: Assessing the Precision Improvement in HPC Scientific Applications.

Steven Wei Der Chien, Ivy Bo Peng, Stefano Markidis

Proceedings of the Parallel Processing and Applied Mathematics, 2019

System evaluation of the Intel optane byte-addressable NVM.

Ivy Bo Peng, Maya B. Gokhale, Eric W. Green

Proceedings of the International Symposium on Memory Systems, 2019

Analyzing the suitability of contemporary 3D-stacked PIM architectures for HPC scientific applications.

Ivy Bo Peng, Jeffrey S. Vetter, Shirley Moore, Joydeep Rakshit, Stefano Markidis

Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019

2018

MPI windows on storage for HPC applications.

Sergio Rivas-Gomez, Roberto Gioiosa, Ivy Bo Peng, Gokcen Kestor, Sai Narasimhamurthy, Erwin Laure, Stefano Markidis

Parallel Comput., 2018

Characterizing the performance benefit of hybrid memory system for HPC applications.

Ivy Bo Peng, Roberto Gioiosa, Gokcen Kestor, Jeffrey S. Vetter, Pietro Cicotti, Erwin Laure, Stefano Markidis

Parallel Comput., 2018

The SAGE Project: a Storage Centric Approach for Exascale Computing.

Sai Narasimhamurthy, Nikita Danilov, Sining Wu, Ganesan Umanesan, Steven Wei Der Chien, Sergio Rivas-Gomez, Ivy Bo Peng, Erwin Laure, Shaun De Witt, Dirk Pleiter, Stefano Markidis

CoRR, 2018

Siena: exploring the design space of heterogeneous memory systems.

Ivy Bo Peng, Jeffrey S. Vetter

Proceedings of the International Conference for High Performance Computing, 2018

NVIDIA Tensor Core Programmability, Performance & Precision.

Stefano Markidis, Steven Wei Der Chien, Erwin Laure, Ivy Bo Peng, Jeffrey S. Vetter

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Tuyere: enabling scalable memory workloads for system exploration.

Ivy Bo Peng, Jeffrey S. Vetter, Shirley V. Moore, Seyong Lee

Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

The SAGE project: a storage centric approach for exascale computing: invited paper.

Sai Narasimhamurthy, Nikita Danilov, Sining Wu, Ganesan Umanesan, Steven Wei Der Chien, Sergio Rivas-Gomez, Ivy Bo Peng, Erwin Laure, Shaun De Witt, Dirk Pleiter, Stefano Markidis

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

Understanding scale-Dependent soft-Error Behavior of Scientific Applications.

Gokcen Kestor, Ivy Bo Peng, Roberto Gioiosa, Sriram Krishnamoorthy

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

2017

Data Movement on Emerging Large-Scale Parallel Systems.

Ivy Bo Peng

PhD thesis, 2017

Efficient alarm behavior analytics for telecom networks.

Jiantao Wang, Caifeng He, Yijun Liu, Guangjian Tian, Ivy Peng, Jia Xing, Xiangbing Ruan, Haoran Xie, Fu Lee Wang

Inf. Sci., 2017

MPI Streams for HPC Applications.

Ivy Bo Peng, Stefano Markidis, Roberto Gioiosa, Gokcen Kestor, Erwin Laure

CoRR, 2017

Exploring the Performance Benefit of Hybrid Memory System on HPC Environments.

Ivy Bo Peng, Roberto Gioiosa, Gokcen Kestor, Erwin Laure, Stefano Markidis

CoRR, 2017

RTHMS: a tool for data placement on hybrid memory system.

Ivy Bo Peng, Roberto Gioiosa, Gokcen Kestor, Pietro Cicotti, Erwin Laure, Stefano Markidis

Proceedings of the 2017 ACM SIGPLAN International Symposium on Memory Management, 2017

Exploring the Performance Benefit of Hybrid Memory System on HPC Environments.

Ivy Bo Peng, Roberto Gioiosa, Gokcen Kestor, Pietro Cicotti, Erwin Laure, Stefano Markidis

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Preparing HPC Applications for the Exascale Era: A Decoupling Strategy.

Ivy Bo Peng, Roberto Gioiosa, Gokcen Kestor, Erwin Laure, Stefano Markidis

Proceedings of the 46th International Conference on Parallel Processing, 2017

Extending Message Passing Interface Windows to Storage.

Sergio Rivas-Gomez, Stefano Markidis, Ivy Bo Peng, Erwin Laure, Gokcen Kestor, Roberto Gioiosa

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

2016

The EPiGRAM Project: Preparing Parallel Programming Models for Exascale.

Stefano Markidis, Ivy Bo Peng, Jesper Larsson Träff, Antoine Rougier, Valeria Bartsch, Rui Machado, Mirko Rahn, Alistair Hart, Daniel J. Holmes, Mark Bull, Erwin Laure

Proceedings of the High Performance Computing, 2016

A Performance Characterization of Streaming Computing on Supercomputers.

Stefano Markidis, Ivy Bo Peng, Roman Iakymchuk, Erwin Laure, Gokcen Kestor, Roberto Gioiosa

Proceedings of the International Conference on Computational Science 2016, 2016

Idle Period Propagation in Message-Passing Applications.

Ivy Bo Peng, Stefano Markidis, Erwin Laure, Gokcen Kestor, Roberto Gioiosa

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Exploring Application Performance on Emerging Hybrid-Memory Supercomputers.

Ivy Bo Peng, Stefano Markidis, Erwin Laure, Gokcen Kestor, Roberto Gioiosa

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015

A data streaming model in MPI.

Ivy Bo Peng, Stefano Markidis, Erwin Laure, Daniel J. Holmes, Mark Bull

Proceedings of the 3rd Workshop on Exascale MPI, 2015

Spectral Solver for Multi-scale Plasma Physics Simulations with Dynamically Adaptive Number of Moments.

Juris Vencels, Gian Luca Delzanno, Alec Johnson, Ivy Bo Peng, Erwin Laure, Stefano Markidis

Proceedings of the International Conference on Computational Science, 2015

The Formation of a Magnetosphere with Implicit Particle-in-Cell Simulations.

Ivy Bo Peng, Stefano Markidis, Andris Vaivads, Juris Vencels, Jorge Amaya, Andrey Divin, Erwin Laure, Giovanni Lapenta

Proceedings of the International Conference on Computational Science, 2015

The Cost of Synchronizing Imbalanced Processes in Message Passing Systems.

Ivy Bo Peng, Stefano Markidis, Erwin Laure

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

Evaluation of Parallel Communication Models in Nekbone, a Nek5000 Mini-Application.

Ilya Ivanov, Jing Gong, Dana Akhmetova, Ivy Bo Peng, Stefano Markidis, Erwin Laure, Rui Machado, Mirko Rahn, Valeria Bartsch, Alistair Hart, Paul F. Fischer

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