HPEC

Publications

2023

Lakshmi Nair, David Widemann, Brad Turcott, Nick Moore, Alexandra Wleklinski, Darius Bunandar, Ioannis Papavasileiou, Shihu Wang, Eric Logan
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection. HPEC (2023)
Shakir Showkat Sofi, Nadezhda Alsahanova
Image Segmentation with Topological Priors. HPEC (2023)
Justin Kawakami, Dominik Zajac, Miriam Leeser
Selective Encryption of Compressed Image Regions on the Edge with Reconfigurable Hardware. HPEC (2023)
Yashash Jain, Utsav Banerjee
Tyche: A Compact and Configurable Accelerator for Scalable Probabilistic Computing on FPGA. HPEC (2023)
S. Biplab Raut
AOCL-Compression - A High Performance Optimized Lossless Data Compression Library. HPEC (2023)
Stephen J. Young, Joshua Suetterlein, Jesun Firoz, Joseph B. Manzano, Kevin J. Barker
Finding Your Niche: An Evolutionary Approach to HPC Topologies. HPEC (2023)
Praneeth Vepakomma, Yulia Kempner, Rodmy Paredes Alfaro, Ramesh Raskar
Parallel Quasi-Concave Set Function Optimization for Scalability Even Without Submodularity. HPEC (2023)
Syamantak Payra, Gabriel Loke, Yoel Fink, Joseph D. Steinmeyer
Pruning Binarized Neural Networks Enables Low-Latency, Low-Power FPGA-Based Handwritten Digit Classification. HPEC (2023)
Joshua Geyster, Karen Gettings, Paul Monticciolo, Matthew Rebholz
Leveraging Mathworks Tools to Accelerate the Prototyping of Custom 5G Applications in Hardware. HPEC (2023)
Marika E. Schubert, David Langerman, Alan D. George
High-Level Frameworks: Effect on Transformer Inference Time and Power on Embedded GPU Devices. HPEC (2023)
Soroush Vahidi, Baruch Schieber, Zhihui Du, David A. Bader
Parallel Longest Common SubSequence Analysis In Chapel. HPEC (2023)
Ivan Williams, Eric Polizzi
Automatic Differentiation for Inverse Problems with Applications in Quantum Transport. HPEC (2023)
Khaled Abdelaal, Richard Veras
A Framework for Analyzing the Robustness of Graph Models. HPEC (2023)
Ashish Bisht, Deepika H. V, Haribabu P, S. A. Kumar, S. D. Sudarsan
A Holistic Optimisation - Success Mantra for HPC Performance. HPEC (2023)
Avik Pal, Alan Edelman, Chris Rackauckas
Continuous Deep Equilibrium Models: Training Neural ODEs Faster by Integrating Them to Infinity. HPEC (2023)
Ming Dun, Xu Zhang, Huawei Cao, Yuan Zhang, Junying Huang, Xiaochun Ye
Adaptive Sparse Deep Neural Network Inference on Resource-Constrained Cost-Efficient GPUs. HPEC (2023)
Neelesh Gupta, Pengmiao Zhang, Rajgopal Kannan, Viktor K. Prasanna
PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models. HPEC (2023)
Timothy Chong, Venkata Krishnan
Addressing Endpoint-Induced Congestion for Accelerator Scale-Out in a Medium-Scale Domain. HPEC (2023)
Robert Munafo, Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
Improved Models for Policy-Agent Learning of Compiler Directives in HLS. HPEC (2023)
Xiao Zhang, Zhanhong Huang, Xinming Huang
MAVR: Multi-Functional Point Cloud Annotations Using Virtual Reality. HPEC (2023)
Justin Deters, Peyton Gozon, Max Camp-Oberhauser, Ron K. Cytron
Feature-Oriented FSMs for FPGAs. HPEC (2023)
Dewang Sun, Naifeng Zhang, Franz Franchetti
Optimization and Performance Analysis of Shor's Algorithm in Qiskit. HPEC (2023)
Shohei Minami, Toshio Endo, Akihiro Nomura
The Aggressive Oversubscribing Scheduling for Interactive Jobs on a Supercomputing System. HPEC (2023)
Jacob Fein-Ashley, Tian Ye, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition. HPEC (2023)
Heliezer J. D. Espinoza, Jennifer A. Loe, Erik G. Boman
Fast Spectral Graph Partitioning with a Randomized Eigensolver. HPEC (2023)
Jianshen Liu, Carlos Maltzahn, Craig D. Ulmer
Opportunistic Query Execution on SmartNICs for Analyzing In-Transit Data. HPEC (2023)
Li Jing, Rumen Dangovski, Marin Soljacic
Asymmetric Grouped Convolutions for Logarithmic Scale Efficient Convolutional Neural Networks. HPEC (2023)
Nikos Pitsianis, Dimitris Floros, Tiancheng Liu, Xiaobai Sun
Parallel Clustering with Resolution Variation. HPEC (2023)
Frank Pacini, Allison Gunby-Mann, Sarel Cohen, Peter Chin
ANEDA: Adaptable Node Embeddings for Shortest Path Distance Approximation. HPEC (2023)
Alexander E. Siemenn, Tonio Buonassisi
Decreasing the Computing Time of Bayesian Optimization Using Generalizable Memory Pruning. HPEC (2023)
Bruno Silva, Luiz Guerreiro Lopes
A Massively Parallel BWP Algorithm for Solving Large-Scale Systems of Nonlinear Equations. HPEC (2023)
Marc Solé, Ivan Rodriguez-Ferrandez, David Steenari, Leonidas Kosmidis
Acceleration of Synthetic Aperture Radar for On-board Space Systems. HPEC (2023)
Ian Peitzsch, Mark Ciora, Alan D. George
Multiarchitecture Hardware Acceleration of Hyperdimensional Computing. HPEC (2023)
Zhibin Wang, Ziheng Meng, Xue Li, Xi Lin, Long Zheng, Chen Tian, Sheng Zhong
SMOG: Accelerating Subgraph Matching on GPUs. HPEC (2023)
Jonathan Levine, Leonard MacEachern
Accelerating Training Data Generation Using Optimal Parallelization and Thread Counts. HPEC (2023)
Adam Michaleas, Darrell O. Ricke
Scalable and Portable Pipelines for Predicting 3D Protein Structures on Standalone and HPC Systems. HPEC (2023)
Sadasivan Shankar
. HPEC (2023)
Elaheh Hassani, Md Taufique Hussain, Ariful Azad
Parallel Algorithms for Computing Jaccard Weights on Graphs using Linear Algebra. HPEC (2023)
Nathaniel Tomczak, Sanmukh Kuppannagari
Automated Indexing Of TEM Diffraction Patterns Using Machine Learning. HPEC (2023)
Chang-Hung Wu, Che-Rung Lee
Multi-Sweep-Line Algorithm for Rectangle Union on GPU and Its Application for VLSI Density Calculation. HPEC (2023)
Evan Vogelbaum, Rumen Dangovski, Li Jing, Marin Soljacic
Contextualizing Enhances Gradient Based Meta Learning for Few Shot Image Classification. HPEC (2023)
Leonardo Fraccaroli, Rosalba Giugno, Samuele Cancellieri, Federico Busato, Nicola Bombieri
FAST-CON: a Multi-source Approach for Efficient S- T Connectivity on Sparse Graphs. HPEC (2023)
Mario Vega, Xiaokun Yang, John Shalf, Doru-Thom Popovici
Towards a Flexible Hardware Implementation for Mixed-Radix Fourier Transforms. HPEC (2023)
Siddharth Samsi, Dan Zhao, Joseph McDonald, Baolin Li, Adam Michaleas, Michael Jones, William Bergeron, Jeremy Kepner, Devesh Tiwari, Vijay Gadepally
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference. HPEC (2023)
Kuan-Lin Chiu, Davide Giri, Luca Piccolboni, Luca P. Carloni
An Analysis of Accelerator Data-Transfer Modes in NoC-Based SoC Architectures. HPEC (2023)
Alan Ehret, Peter Moore, Milan Stojkov, Michel A. Kinsy
Hardware Root-of-Trust Support for Operational Technology Cybersecurity in Critical Infrastructures. HPEC (2023)
Shui Jiang, Tsung-Wei Huang, Tsung-Yi Ho
GLARE: Accelerating Sparse DNN Inference Kernels with Global Memory Access Reduction. HPEC (2023)
Xin Wang, Wei Zhang
Build Energy-Efficient GPU Computing Environment for Machine Learning Algorithms with Register File Packing Technique. HPEC (2023)
Atharva Gondhalekar, Wu-chun Feng
On the Three P's of Parallel Programming for Heterogeneous Computing: Performance, Productivity, and Portability. HPEC (2023)
Yu Gao, Meng Qin, Yibin Ding, Li Zeng, Chaorui Zhang, Weixi Zhang, Wei Han, Rongqian Zhao, Bo Bai
RaftGP: Random Fast Graph Partitioning. HPEC (2023)