Session #1
A Systematic Approach to Advance the Understanding of Digital Twin Technologies
Authors:
Hal Brynteson, Athena Angara, Fatima Jassim, Victor Mateevitsi, Silvio Rizzi, Nicola Ferrier, Michael E. Papka
Institution:
University of Illinois Chicago, Argonne National Laboratory
Alchemy: A Query Optimization Framework for Oblivious SQL
Authors:
Donghyun Sohn, Kelly Jiang
Institution:
Northwestern University
Attack Resilience in Cyber-Physical System
Authors:
Mengyu Liu
Institution:
University of Notre Dame
Attacking and Improving the Tor Directory Protocol
Authors:
Zhongtang Luo, Adithya Bhat, Kartik Nayak, Aniket Kate
Institution:
Purdue University, Duke University, Supra Research
Captain: Combating Alarm Fatigue in PIDS via Adaptive Configuration Learning
Authors:
Lingzhi Wang, Xiangmin Shen, Weijian Li, Zhenyuan Li, R. Sekar, Yan Chen
Institution:
Northwestern University
DTIO: A DataTask I/O Library
Authors:
Keith Bateman, Neeraj Rajesh, Bodan Nicolae, Franck Cappello, Anthony Kougkas, Xian-He Sun
Institution:
Illinois Institute of Technology
Development, Implementation and Deployment of an Educational Platform for the Teaching of Protocols and Network Programming using P4
Authors:
Laura Serrano Velazquez, Nik Sultana
Institution:
Illinois Institute of Technology
Digital twin for smart resource management in HPC
Authors:
Yash Kurkure, Micheal Papka, Zhilling Lan
Institution:
Argonne National Laboratory, Argonne National Laboratory
Efficient Differencing of System-level Provenance Graphs
Authors:
Yuta Nakamura, Iyad Kanj, Tanu Malik
Institution:
DePaul University
From Atoms to Mansions: Automatic Red Team Emulation using Large Language Model
Authors:
Lingzhi Wang, Xiangmin Shen, Jiahui Wang, Yan Chen, Zhenyuan Li
Institution:
Northwestern Unversity
Import Hoisting for Serverless Libraries
Authors:
Jin Zhou
Institution:
University of Notre Dame
Leveraging Data Provenance for Explainable Machine Learning (ML) Model Predictions
Authors:
Nkechi Jennifer Akinwale, Justin Turnau, Seokki Lee (Phd)
Institution:
University of Cincinnati
Leveraging Intermediate Data Management With Parsl/TaskVine
Authors:
Colin Thomas, Douglas Thain
Institution:
University of Notre Dame
More for Less: The Integration of Capability and Capacity Computing
Authors:
Zhong Zheng, Zhiling Lan, Michael E. Papka
Institution:
University of Illinois Chicago, Argonne National Laboratory
Optimizing Proof of Work through Memoization
Authors:
Adarsh Agrawal, Abhishek Sharma, Jamison Kerney, Lan Nguyen, Ioan Raicu
Institution:
Illinois Institute of Technology
Optimizing Uncertainty Quantification of Vision Transformers in Deep Learning on Novel AI Architectures
Authors:
Erik Pautsch, John Li, Silvio Rizzi, George K. Thiruvathukal, Maria Pantoja
Institution:
Loyola University Chicago, University of California San Diego, Argonne National Laboratory, California Polytechnic State University
Reshaping High Energy Physics Applications for Near-Interactive Execution Using TaskVine
Authors:
Barry Sly-Delgado, Douglas Thain
Institution:
University of Notre Dame
Resource Management for Integrated Edge-to-HPC Workloads
Authors:
Seongha Park, Yongho Kim, Kazutomo Yoshii, Pete Beckman, Swann Perarnau
Institution:
Argonne National Laboratory
SWFuzz: Structure-sensitive Wasm Fuzz
Authors:
Ziyi Guo, Jiashui Wang, Yan Chen
Institution:
Northwestern University
Sharding SMR with Optimal-size Shards for Highly Scalable Blockchains
Authors:
Jianting Zhang, Zhongtang Luo, Raghavendra Ramesh, Aniket Kate
Institution:
Purdue University
The Kronos Project: Hybrid Parallel Discrete Event Simulations
Authors:
Kevin A. Brown, Christopher Carothers, Zhiling Lan, Kai Shu, Tanwi Mallick, Xin Wang, Elkin Cruz-Camacho, Xiongxiao Xu, Robert B. Ross
Institution:
Argonne National Laboratory, Illinois Institute of Technology, Rensselaer Polytechnic Institute, University of Illinois Chicago
Toward High-Performance Simulation of 1000 Drones
Authors:
Md Saiful Islam, Douglas Thain
Institution:
University of Notre Dame
Viper: A High-Performance I/O Framework for Transferring Deep Neural Network Models
Authors:
Jie Ye
Institution:
Illinois Institute of Technology
VulSim: Leveraging Similarity of Multi-Dimensional Neighbor Embeddings for Vulnerability Detection and Explainability
Authors:
Samiha Shimmi, Ashiqur Rahman, Mohan Gadde, Hamed Okhravi, Mona Rahimi
Institution:
Northern Illinois University (author 1,2,3,5), MIT Lincoln Laboratory (author 4)
W-AIS: Advancing Safety and Maturity in Autonomous Driving through Requirements Engineering for Multimodal Large Language Models
Authors:
Hamed Barzamini and Mona Rahimi
Institution:
Northern Illinois University
Web Visualization Tools for AI at the Edge
Authors:
Neal Conrad, Yongho Kim, Francisco Lozano, Sean Shahkarami, Rajesh Sankaran, Nicola Ferrier, Pete Beckman
Institution:
Argonne National Laboratory, Northwestern University
Session #2
Accelerating Iterative Joins Toward a Modern Datalog Backend on GPU
Authors:
Ahmedur Rahman Shovon, Sidharth Kumar
Institution:
University of Illinois Chicago
Adaptive Task-Oriented Resource Allocation for Large Dynamic Workflows on Opportunistic Resources
Authors:
Thanh Son Phung, Douglas Thain
Institution:
University of Notre Dame
An Autonomous Self-Learning Pipeline for Generating Parallel Scientific Code for AuroraGPT
Authors:
Matthew T. Dearing, Zhiling Lan, Xingfu Wu, Valerie E. Taylor
Institution:
University of Illinois Chicago
Assuring LLM-Enabled Cyber-Physical Systems
Authors:
Weizhe Xu
Institution:
University of Notre Dame
CRYPTEX: fine-grained CRYPTocurrency datasets EXploration
Authors:
Lucas Raicu, Stefan Donisa, Lucas Ciobanu, Lan Nguyen, Ioan Raicu
Institution:
Glenbrook South High School, John Hersey High School, Lisle High School, Illinois Institute of Technology
Changeling: A Tuneable, Upgradeable, and Dynamic Storage Semi-Microkernel
Authors:
Luke Logan, Anthony Kougkas, Xian-He Sun
Institution:
Illinois Institute of Technology
ChronoTick: Taming Wall Clock Errors for Distributed Ordering
Authors:
Jaime Cernuda, Anthony Kougkas, Xian-He Sun
Institution:
Illinois Institute of Technology
Configurable Algorithms for All-to-all Collectives
Authors:
Ke Fan, Sidharth Kumar
Institution:
University of Illinois Chicago
Corralling the Computing Continuum: Mobilizing Modern Distributed Resources for Machine Learning and Accessible Computing
Authors:
Matt Baughman, Ian Foster, and Kyle Chard
Institution:
University of Chicago
Counterexamples in Cyber-Physical Systems Theorem Proving - Falsification of Hybrid Discrete-Continuous Programs
Authors:
Tessa Hall and Stefan Mitsch
Institution:
DePaul University
Exploring Machine Learning Models with Spatial-Temporal Information for Interconnect Network Traffic Forecasting
Authors:
Xiongxiao Xu, Zhiling Lan, Kai Shu
Institution:
Illinois Institute of Technology, University of Illinois Chicago
Exploring the Effects of GPU Frequency Tuning and Power Capping
Authors:
Alessandro Martinolli
Institution:
University of Illinois at Chicago, Politecnico di Milano
Making the Case for BPF in HPC
Authors:
Melanie Cornelius
Institution:
University of Illinois at Chicago
Ocelot: Distributed Lossy Compression and Data Transfer System
Authors:
Yuanjian Liu, Sheng Di, Kyle Chard, Ian Foster
Institution:
University of Chicago
Optimizing Workflow Performance by Elucidating Semantic Data Flow
Authors:
Meng Tang, Nathan R. Tallent, Anthony Kougkas, Xian-He Sun
Institution:
Illinois Institute of Technology
Performance and Power Evaluation of Multi-GPU NCCL Communication with Unified Memory
Authors:
Riccardo Strina, Ian Di Dio Lavore, Marco Domenico Santambrogio, Michael Papka, Zhiling Lan
Institution:
University of Illinois Chicago, Politecnico di Milano
Predictive Modeling of Application Runtime in Dragonfly Systems using Deep Neural Networks
Authors:
Zhiling Lan, Sourav Medya, Pietro Lodi Rizzini
Institution:
University of Illinois Chicago
RESCU-SQL: Scalable and Secure Multi-Party Querying over Untrusted Cloud Servers
Authors:
Xiling Li
Institution:
Northwestern University
Towards Efficient Network Interference Analysis: A Multi-Fidelity Modeling Approach for Multi-Traffic Simulation
Authors:
Xin Wang, Kevin A. Brown, Robert B. Ross, Christopher D. Carothers, Zhiling Lan
Institution:
University of Illinois Chicago
Traffic Forecasting in ESnet Using Dynamic Graph Neural Networks
Authors:
Tanwi Mallick, Mariam Kiran, Bashir Mohammed, Prasanna Balaprakash
Institution:
Argonne National Laboratory
Two-phase IO Enabling Large-scale Introspection
Authors:
Ke Fan, Sidharth Kumar
Institution:
University of Illinois Chicago
Using Advanced Machine Learning Methods and Computational Tools for Battery Technology Patent Classification and Analysis of the Employment Impact of Electric Vehicle Supply Equipments
Authors:
Akshata Tiwari
Institution:
Argonne National Laboratory, University of Illinois Urbana-Champaign
Using Edge Computing to Automate Rideshare Vehicle Detection
Authors:
Anagha Tiwari
Institution:
Argonne National Laboratory, University of Illinois at Urbana Champaign
Using Language Models for Cache Eviction in Modern Computing Systems
Authors:
Neeraj Rajesh, Anthony Kougkas, Xian-He Sun
Institution:
Illinois Institute of Technology
Vulnerability Analysis for Safe Learning-Enabled Cyber-Physical Systems​
Authors:
Shixiong Jiang, Fanxin Kong
Institution:
University of Notre Dame
XBench: A Distributed Benchmarking Suite for Time-Series Storage Systems
Authors:
Lan Nguyen, Ioan Raicu
Institution:
Illinois Institute of Technology