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55th ICPP Workshops 2025: San Diego, CA, USA
- Workshop Proceedings of the 54th International Conference on Parallel Processing, ICPP Workshops 2025, San Diego, CA, USA, September 8-11, 2025. ACM 2025, ISBN 979-8-4007-2109-0

Workshop AI4DEV
- Bowen Cui

, Tejas Ramesh
, Oscar R. Hernandez
, Keren Zhou
:
Comprehensive Evaluation of LLMs in HPC Code Performance Optimization. 1-8 - Barry Smith

, Junchao Zhang
, Hong Zhang
, Lois Curfman McInnes
, Murat Keçeli
, Archit Vasan
, Satish Balay
, Toby Isaac
, Le Chen
, Venkatram Vishwanath
:
AI Assistants to Enhance and Exploit the PETSc Knowledge Base. 9-17
Workshop DRAI
- Wesley Brewer

, Patrick M. Widener
, Valentine Anantharaj
, Feiyi Wang
, Tom Beck
, Arjun Shankar
, Sarp Oral
:
Data Readiness for Scientific AI at Scale. 18-24 - Shubhabrata Mukherjee

, Jack Lang
, Obeen Kwon
, Iryna Zenyuk
, Valerie Brogden
, Adam Weber
, Daniela Ushizima
:
Foundation Models for Zero-Shot Segmentation of Scientific Images without AI-Ready Data. 25-32
Workshop EMS
- Meng-Shiun Yu

, Feng-Yi Zhan
, Ming-Zhang Huang
, Tai-Liang Chen
, Jenq-Kuen Lee
:
Hardware-aware Graph Partition for Mobile Inference Acceleration. 33-43 - Chiahui Su

, Hsuan-Yun Hung
, Liang-Ni Wang
, I-An Chen
, Jenq-Kuen Lee
:
Support SIMD Optimization with Post Quantum Cryptography Validation on Move Language. 44-53 - Mu-Eng Huang

, Chung-Yi Chen
, Yi-Ping You
, Wuu Yang
:
CompressRA+: Enhanced Register Allocation for Compressed ISAs. 54-63 - Min-Hsiu Hsu

, Shih-wei Liao
, Chi-Hung Wei
, Chi-Bang Kuan
:
Enhancing Superword-Level Parallelism on RISC-V through Custom Instruction Extensions. 64-70 - Chi-Hung Wei

, Shih-wei Liao
, Chih-Cheng Chen
, Chi-Bang Kuan
:
Enhancing SLP Vectorization through Hybrid Slice Selection. 71-79 - Kang Wei Kuo

, Peng-Sheng Chen
:
Optimizing Large Language Model Deployment with TVM: Overcoming Dynamic Shape and Scheduling Challenges. 80-89 - Shang-Chun Yang

, Hua-Yi Ho
, Jia-Chi Yuan
, Yuan-Shin Hwang
:
SimpleScalar RV64GC: Cycle-Accurate Simulator for RISC-V RV64GC Processor with Macro-Op Fusion. 90-94
Workshop GRAND
- Lokesh Venkatachalam

, Kishore Kothapalli
, Abhijit Sahu
, G. Ramakrishna
, Dip Sankar Banerjee
, Balavarun Pedapudi
, Aditya Harikrish
, Aditya S. P. V. M. Andaluri
:
PHEM: A Computational Model for Designing Parallel Algorithms for Very Large Graphs. 95-103
Workshop HARVEST
- Nathan Balcarcel

, Paola Pesantez-Cabrera
, Kristen Goebel
, Markus Keller
, Lav R. Khot
, Alan Fern
, Ananth Kalyanaraman
:
PhenoTracker: A machine learning model to track grape phenology. 104-111 - Anas M. R. Alsobeh

, Amer AbuGhazaleh
, Namariq Dhahir
, Malek Rababa
:
XAIPath: Temporal-Environmental Explainable AI Framework for Co-Contaminated Food Pathogen Detection in Microscopic Imaging. 112-119 - Sungchan Oh

, Libo Zhang
, Yang Yang
, Mitch Tuinstra
:
An HPC Framework for Multi-Modal Plant Phenotyping Integrating Controlled Environment and Open Field Studies. 120-125 - Tian Chen

, Quentin Anthony
, Dhabaleswar K. Panda
:
HARVEST Inference: Characterizing Digital Agriculture Workloads across Compute Continuum. 126-133 - Rugved Katole

, Christopher Stewart
:
Ortho-Fuse: Orthomosaic Generation for Sparse High-Resolution Crop Health Datasets Through Intermediate Optical Flow Estimation. 134-141
Workshop WISDOM
- Rafael Ferreira da Silva

, Milad Abolhasani
, Dionysios A. Antonopoulos
, Laura Biven
, Ryan N. Coffee
, Ian T. Foster
, Leslie Hamilton
, Shantenu Jha
, Theresa Mayer
, Benjamin Mintz
, Robert G. Moore
, Salahudin Nimer
, Noah Paulson
, Woong Shin
, Frédéric Suter, Mitra Taheri
, Michela Taufer
, Newell R. Washburn
:
A Grassroots Network and Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery. 142-150 - Anderson Borch

, Ketan Maheshwari
, Justin M. Wozniak
, Rafael Ferreira da Silva
:
An LLM-enabled Workflow for Understanding and Evolving HPC Scheduling Practices. 151-158 - Jonathan Ozik

, Nicholson T. Collier
, Arindam Fadikar
, Justin M. Wozniak
, Valérie Hayot-Sasson
, Kyle Conroy
, Kyle Chard
, Jacqueline Wentz
, Erin Acquesta
, Jaideep Ray
:
Automation and Collaboration in Complex Epidemiological Workflows with OSPREY. 159-166 - Gabriele Padovani

, Valentine Anantharaj
, Sandro Fiore
:
Provenance Tracking in Large-Scale Machine Learning Systems. 167-174 - Kshitij Mehta

, Eric Suchyta
, Frédéric Suter
, Ana Gainaru
, Norbert Podhorszki
, Scott Klasky
:
Enabling Command-and-Control in Advanced In Situ Workflows. 175-182 - Meng Wang

, Shiva Jahangiri
, Ketan Maheshwari
, Chen Li
:
Bundled for Success: A WfBench-Driven Assessment of Texera. 183-190
Poster Extended Abstract
- William Fredie Godoy

, Pedro Valero-Lara
, Alexis Huante
, Jose Gonzalez
, Jhonny Gonzalez
, Yuguo Kelly Tang, Claire Winogrodzki
, Philip W. Fackler
, Keita Teranishi
, Jeffrey S. Vetter
:
Filling Performance Portability and High-Productivity Gaps for Scientific Applications with Julia and JACC. 191-192 - Julien Tixier

, Virginie Fresse
, Dominique Houzet
:
Analysis of Warm-Up Effects in GPU Memory Management. 193-194 - Ravi Shende

, Tainã Coleman
, Hena Ahmed
, Ismael Pérez
, Ilkay Altintas
:
BanditWare Extension: A Contextual Bandit-based Framework for Hardware Prediction with Model Selection. 195-197 - Henri Casanova

, Tainã Coleman
, Rafael Ferreira da Silva
, Frédéric Suter
:
WfCommons: Datasets and Tools for Advancing Scientific Workflows. 198-199 - Ziqing Guo

, Jan Balewski
, Ziwen Pan
:
Q-GEAR: Improving quantum simulation framework. 200-209 - Igor Sfiligoi

, Emily A. Belli
, Jeff Candy
:
Minimizing CGYRO HPC Communication Costs in Ensembles with XGYRO by Sharing the Collisional Constant Tensor Structure. 210-212 - Atharva Gondhalekar

, Paul Sathre
, Nabayan Chaudhury
, Wu-chun Feng
:
Sparsity-aware Kernel Selection for Edge-Connected Jaccard Similarity in Graph Datasets. 213-215 - Terry R. Jones

, Philip H. Carns
:
STEP: Software Tools Ecosystem Project. 216-217 - Pedro Ramonetti

, Ilkay Altintas
, Melissa Floca
, Kate Keahey
, Marc Richardson
:
FOUNT Courselets on the National Data Platform. 218-219 - Yash Vishe

, Abhay Lal
, Guruprasad Parasnis
:
Hierarchical Vegetation Classification for Wildfire Risk Assessment using the National Data Platform. 220-221

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