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HPEC
2012
2016
2018
2023
2012
2023
Keyphrases
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)