Session #1
A Picture is Worth 500 Labels: A Case Study of Demographic Disparities in Local Machine Learning Models for Instagram and TikTok
Authors:
Jack West, Lea Thiemt, Shimaa Ahmed, Maggie Bartig, Kassem Fawaz and Suman Banerjee
Institution:
University of Wisconsin - Madison
A Scalable Pattern Mining Workflow for Interpretable Machine Log Analysis in High-Performance Computing Environments
Authors:
Shilpika, Bethany Lusch, Carlo Graziani, Venkatram Vishwanath and Michael E. Papka
Institution:
Argonne National Laboratory
Accurate Path Prediction of Provenance Traces
Authors:
Raza Ahmad, Hee Young Jung, Yuta Nakamura and Tanu Malik
Institution:
DePaul University, The University of Chicago
Analysis of New Regulatory Requirements for Disclosure of Cybersecurity Incidents
Authors:
Joshua Honig, Daniel Gaevskiy, LucÍa Garr, Nika Primus, Jeremiah Lateef and Eric Chan-Tin
Institution:
Loyola University Chicago
Architecture-independent Floating Point Spying and an Architecture for Floating Point Spying
Authors:
Karl Hallsby, Liam Strand, Nick Wanninger, Nadharm Dhiantravan and Peter Dinda
Institution:
Northwestern University
Automating TLA+ Model Synthesis with Large Language Models and Formal Verification Pipelines
Authors:
Brian Ortiz, Mohammed Abuhamad, TaiNing Wang, George K. Thiruvathukal and Konstantin Läufer
Institution:
Loyola University Chicago
Characterizing Performance and Energy Trade-offs on Aurora
Authors:
Solomon Bekele
Institution:
Argonne National Laboratory
Collection-Oriented Compilation with MEMOIR
Authors:
Tommy McMichen
Institution:
Northwestern University
CryptoHeat: A Smart, Cost-Efficient Personal Heater Powered by Blockchain Mining
Authors:
Lucas Raicu and Ioan Raicu
Institution:
Glenbrook South High School, Illinois Institute of Technology
Dataflow Notebooks: Improving Dependency Understanding in Computational Notebook Systems
Authors:
Colin Brown and David Koop
Institution:
Northern Illinois University
Effectively Exploiting Node-Local Storage For Data-Intensive Scientific Workflows
Authors:
Jin Zhou, Colin Thomas, Barry Sly-Delgado, Connor Moore, Benjamin Tovar, Kevin Lannon and Douglas Thain
Institution:
University of Notre Dame
Efficient Profiling and Workflow Provenance with Mofka-Flowcept
Authors:
Seth Ockerman, Amal Gueroudji, Renan Souza, Matthieu Dorier, Rob Ross and Shivaram Venkataraman
Institution:
University of Wisconsin-Madison, Argonne National Lab, OakRidge National Lab
Eliminating Hardware Interrupts with Dispersed Interrupt Polling
Authors:
Kirill Nagaitsev, Kevin McAfee, Kevin Hayes, Justin Dong, Nadharm Dhiantravan and Peter Dinda
Institution:
Northwestern University
Empowering AI at the Edge with Federated Learning
Authors:
Charikleia Iakovidou
Institution:
Argonne National Laboratory
Empowering Scientific Workflows with Federated Agents
Authors:
J. Gregory Pauloski, Yadu Babuji, Ryan Chard, Ian Foster and Kyle Chard
Institution:
University of Chicago, Argonne National Laboratory
Enabling Tailored Optimizations for Scientific Workflows through I/O Tracing
Authors:
Colin Thomas
Institution:
University of Notre Dame
Exploding AI Power Use: an Opportunity to Rethink Grid Planning and Management
Authors:
Liuzixuan Lin, Rajini Wijayawardana, Varsha Rao, Hai Nguyen, Emmanuel Wedan GNIBGA and Andrew A. Chien
Institution:
University of Chicago, Argonne National Laboratory
Federated Learning over 5G, WiFi, and Ethernet: Measurements and Evaluation
Authors:
Robert J. Hayek, Joaquin Chung, Kayla Comer, Chandra R. Murthy, Rajkumar Kettimuthu and Igor Kadota
Institution:
Northwestern University, Argonne National Laboratory, Indian Institute of Science
From Logs to Lessons: Understanding System Failures on Cray XC40 Supercomputer
Authors:
Smita Darmora, Kevin A. Brown, Tanwi Mallick, Michael E. Papka and Zhiling Lan
Institution:
University of Illinois Chicago and Argonne National Laboratory
Heimdall: Optimizing Storage I/O Admission with Extensive Machine Learning Pipeline
Authors:
Daniar H. Kurniawan, Rani Ayu Putri, Peiran Qin, Kahfi S. Zulkifli, Ray A. O. Sinurat, Janki Bhimani, Sandeep Madireddy, Achmad Imam Kistijantoro and Haryadi S. Gunawi
Institution:
University of Chicago, MangoBoost, Bandung Institute of Technology, Florida International University, Argonne National Laboratory
Micro Grid: A Smart IoT-Based Power Delivery System
Authors:
Neil Klingensmith and Rushikesh R. Shirsat
Institution:
Loyola University Chicago
Multi-Node Multi-GPU Datalog
Authors:
Ahmedur Rahman Shovon and Sidharth Kumar
Institution:
University of Illinois Chicago
Neurobazaar : Efficient Data Interactive Visualization and Exploration Platform
Authors:
Huy Nguyen, Nandhini Gulasingam, Jacob Furst, Daniela Raicu and Alexandru Orhean
Institution:
DePaul University
Neurological Diseases Spectrum Mapping using Topological Data Analysis
Authors:
Charis Christopher Hulu, Sidharth Kumar and Gopikrishna Deshpande
Institution:
Univeristy of Illinois Chicago, Auburn University
On-Demand Pilot Job Scheduling for Adaptive Execution of HEP Workflows on HPC Systems
Authors:
Shambhawi Sharma, Xin Wang, Zhiling Lan and Michael E. Papka
Institution:
University of Illinois-Chicago
OpenCAPS: An Open Source System for Evaluating Context-based Authentication Protocols
Authors:
Luke Niemeyer and Neil Klingensmith
Institution:
Loyola University Chicago
Optimizing Database Performance in Retrieval-Augmented Generation with Adaptive Retrieval and Efficient Evaluation Methods
Authors:
Ibrahim Al Azher and Hamed Alhoori
Institution:
Northern Illinois University
Overcoming RL Limitations in HPC Scheduling: A Model-Based MCTS Approach for Practical Deployment
Authors:
Yash Kurkure, Yihe Zhang, Michael E. Papka and Zhiling Lan
Institution:
University of Illinois Chicago
PTMs For Science - An Exploratory Mixed Methods Study Of Scientist's Reuse Methods
Authors:
Nicholas M. Synovic, Karolina Ryzka, , Ale Vellucci Solari, Dr. James Davis and Dr. George K. Thiruvathukal
Institution:
Loyola University Chicago
Preventing Workload Interference with Intelligent Routing and Flexible Job Placement Strategy on Dragonfly System
Authors:
Xin Wang, Yao Kang and Zhiling Lan
Institution:
University of Illinois Chicago
PropCov: Effective Coverage Reporting for Property-Based Testing
Authors:
Jesse Coultas, Joseph Wiseman and Luís Pina
Institution:
University of Illinois Chicago
Rapid Simulation of Scientific Workflows for Co-Design
Authors:
Wilkie Olin-Ammentorp
Institution:
Argonne National Laboratory
Rethinking Memory Management with Handles
Authors:
Nick Wanninger, Atmn Patel, Nikos Hardavellas and Peter Dinda
Institution:
Northwestern University
Review on Current trends in AI for code generation: A study on LLMs, Code Quality, and Refactoring
Authors:
Anushree Bachhav
Institution:
DePaul University
Revolutionizing Dental Care: The Synergy of AI, Health Informatics, and Blockchain Technology
Authors:
Mohammed Mustafa Khan
Institution:
DePaul University
Scalable Fine-Grained Triangle Counting on UpDown
Authors:
Jiya Su, Andronicus Rajasukumar and Andrew A. Chien
Institution:
University of Chicago
Snek: Testing concurrent Python without the GIL
Authors:
Ali Siddiqui, Lei Chen, Farhan Saif and Luís Pina
Institution:
University of Illinois Chicago
Understanding the Operational Carbon Footprint of Storage Reliability and Management
Authors:
Varsha Rao and Andrew A Chien
Institution:
University of Chicago
Session #2
A Classification Network to Simulate Physician Evaluation of Synthetic Medical Images
Authors:
J. Luce, A. Yunker, R. Kettimuthu, G. Thiruvathukal and J. Roeske
Institution:
Loyola University of Chicago, Argonne National Laboratory
A Technical Analysis of Chia Proof of Space
Authors:
Zack Chaffee
Institution:
Illinois Institute of Technology
Accelerating Iterative Relational Algebra Operations with WebGPU
Authors:
Jiaxin Lu
Institution:
University of Illinois at Chicago
Assessing the Accuracy of Parallelized Subspace Clustering Compared to Full Multidimensional Clustering
Authors:
Caitlin Lamirez and Dr. Michael Lewis
Institution:
Lewis University, Argonne National Laboratory
Auto-Tuning of Symbolic Cyber-Physical Control Envelopes
Authors:
Sam Sami and Stefan Mitsch
Institution:
DePaul University
Benchmarking Time-Series Databases for Blockchain Workloads Using a Scalable Multi-Node Framework
Authors:
Nehal Patil, Lan Nguyen and Ioan Raicu
Institution:
Illinois Institute of Technology
CQSim-Power: Power-aware HPC Job Scheduling Simulator
Authors:
Yihe Zhang, Michael E. Papka and Zhiling Lan
Institution:
University of Illinois Chicago
Cloud-Optimized Secure Query Evaluation
Authors:
Donghyun Sohn, Shimin Luo and Jennie Rogers
Institution:
Northwestern University
Compositional Reasoning for Heterogeneously Analyzed Systems
Authors:
Lang Liu, Farzaneh Derakhshan, Limin Jia, Gabriel A Moreno and Mark Klein
Institution:
Illinois Institute of Technology, Carnegie Mellon University, Software Engineering Institute - Carnegie Mellon University
Continuous Reproducibility in HPC: Addressing challenges through automation
Authors:
Valerie Hayot-Sasson, Maxime Gonthier, Ian Foster and Kyle Chard
Institution:
University of Chicago, Argonne National Laboratory
Cyberbullying Network: Analyzing Victim, Aggressor, and Defender Interactions on Instagram
Authors:
Chloe Kilroy and Tyler Rosari
Institution:
Loyola University of Chicago
DTS3: Deep Time Series Similarity Search
Authors:
Zheng Zhang and Andrew Crotty
Institution:
Northwestern University
Data Processing for Enhanced Energy Efficiency in HPC Systems
Authors:
Sadiya Ahmad and Ali Jannesari
Institution:
Iowa State University
Design and Implementation of a Multi-GPU Macro-Dataflow Runtime System
Authors:
Romain Pereira
Institution:
Argonne National Laboratory
Effectively Exploiting Node-Local Storage For Data-Intensive Scientific Workflows
Authors:
Jin Zhou, Colin Thomas, Barry Sly-Delgado, Connor Moore, Benjamin Tovar, Kevin Lannon and Douglas Thain
Institution:
University of Notre Dame
Evaluating Open-Source Code Generation Models for Unit Test Synthesis
Authors:
Nick Zappia, Konstantin Läufer, TaiNing Wang, George K. Thiruvathukal and Mohammed Abuhamad
Institution:
Loyola University Chicago
Exploring Node-Aware AllReduce Strategies for the Exascale Era
Authors:
Valentino Guerrini, Ke Fan and Sidharth Kumar
Institution:
University of Illinois at Chicago
Implementing Efficient Rollbacks for Jupyter Notebook Sessions
Authors:
Talha Azaz
Institution:
DePaul University
Instrumenting and Scaling Scientific Workflows for Bi-Directional Steering in Supercomputing Environments
Authors:
Victor A. Mateevitsi, Andres Sewell, Thomas Marrinan, Dimitrios K. Fytanidis, Silvio Rizzi, Joseph Insley, Steve Petruzza and Michael E. Papka
Institution:
Argonne National Laboratory, University of Illinois Chicago, Utah State University, University of St. Thomas
Is Reuse All You Need? A Systematic Comparison of Regular Expression Composition Strategies
Authors:
Berk Çakar, Charles M. Sale, Sophie Chen, Ethan H. Burmane, Dongyoon Lee and James C. Davis
Institution:
Purdue University, Stony Brook University, University of Michigan
LASSI-EE: Automated Energy-Aware Refactoring of Parallel Scientific Codes Using LLMs
Authors:
Matthew T. Dearing, Yiheng Tao, Xingfu Wu, Zhiling Lan and Valerie Taylor
Institution:
University of Illinois Chicago, Argonne National Laboratory
MAGUS: Memory-Throughput-Based Uncore Frequency Scaling on Heterogeneous Systems
Authors:
Zhong Zheng, Seyfal Sultanov, Michael E. Papka and Zhiling Lan
Institution:
University of Illinois at Chicago, Argonne National Laboratory
Managing Machine Learning Workflows (M2ML) Across Distributed Scientific Facilities
Authors:
Weijian Zheng, Hemant Sharma, Ryan Chard, Peter Kenesei, Jun-Sang Park, Nicholas Schwarz, Antonino Miceli, Ian T. Foster and Rajkumar Kettimuthu
Institution:
Argonne National Laboratory
Navigating Trade-Offs in Compression: Evaluating SZ3 for High Energy Physics Data
Authors:
Amy Byrnes, Serhan Mete, Jahred Adelman, Peter van Gemmeren and Michael E. Papka
Institution:
University of Illinois - Chicago, Argonne National Laboratory, Northern Illinois University, CERN
Optimizing Fine-Grained Parallelism Through Dynamic Load Balancing on Multi-Socket Many-Core Systems
Authors:
Wenyi Wang, Maxime Gonthier, Poornima Nookala, Haochen Pan, Ian Foster, Ioan Raicu and Kyle Chard
Institution:
University of Chicago
Optimizing LLM-Based Multi-Agent Collaboration in Software Engineering
Authors:
James Davis, Lavangi Yadava, Parv Kumar, Parth Kapila, Rohan Potta and Zach Homrich
Institution:
Purdue University
PaDiM-Wavelet: Memory-Efficient Anomaly Detection for Heterogeneous Computing Systems
Authors:
Cory Gardner, Byoungseok Min and Tae-Hyuk Ahn*
Institution:
Saint Louis University, Sejong University
Performance Characterization and Tuning of Non-uniform All-to-all Data Exchnages
Authors:
Kunting Qi, Fan Ke and Sidharth Kumar
Institution:
University of Illinois Chicago
Quantum Error Correction Without Encoding via the Circulant Structure of Pauli Noise and the Fast Fourier Transform
Authors:
Alvin Gonzales
Institution:
Argonne National Laboratory
Reverse Engineering RF Communication in Tire Pressure Monitoring Systems
Authors:
Vaughn Hartzell and Neil Klingensmith
Institution:
Loyola University of Chicago
Scalable Blockchain Sharding: Performance Analysis and Trade-Offs
Authors:
Bekmukhamed Tursunbayev and Ioan Raicu
Institution:
Illinois Institute of Technology
Securing Proof-of-Space against Hellman Attacks
Authors:
Varvara Bondarenko and Ioan Raicu
Institution:
Illinois Institute of Technology
Task Graph Restructuring via Function Based Annotation For Large-Scale Scientific Applications
Authors:
Barry Sly-Delgado and Douglas Thain
Institution:
University of Notre Dame
Temporal Causal Discovery in Complex HPC Network Traffic Simulations
Authors:
Subha Ilamathy, Rafat Ashraf Joy and Matthew T. Dearing
Institution:
University of Illinois Chicago
Time Series Forecasting of Bitcoin Historical Data with Large Language Models
Authors:
Anwar Benhnini and Ioan Raicu
Institution:
Illinois Institute of Technology
Towards Scalable and Performance-Aware Code Optimization with LLMs
Authors:
Huiyun Peng, Arjun Gupte, Ryan Hasler, Konstantin Läufer, George K. Thiruvathukal and James C. Davis
Institution:
Purdue University, Loyola University Chicago
UpDown: A Novel Architecture for Unlimited Memory Parallelism
Authors:
Andronicus Rajasukumar, Tianchi Zhang, Ruiqi Xu and Andrew A. Chien
Institution:
University of Chicago, Argonne National Laboratory