Session #1
AccelWattch: A Power Modeling Framework for Modern GPUs
Authors:
Vijay Kandiah, Scott Peverelle, Mahmoud Khairy, Junrui Pan, Amogh Manjunath, Timothy G. Rogers, Tor M. Aamodt, Nikos Hardavellas
Mentors:
Nikos Hardavellas
Institution:
Northwestern University
Accelerated Performance in Time-Series Key/Value Storage Systems
Authors:
Lan Nguyen
Mentors:
Ioan Raicu
Institution:
Illinois Institute of Technology
Achieving Efficient Data Transfer in NUMA-based Heterogeneous Computing Systems
Authors:
Jamil Hasibul, Joaquin Chung, Tekin Bicer, Rajkumar Kettimuthu
Mentors:
Tekin Bicer (ANL), Rajkumar Kettimuthu (ANL), Tevfik Kosar (Academic-UB)
Institution:
Argonne National Laboratory
Balancing federated learning trade-offs for heterogeneous environments
Authors:
Nathaniel Hudson, Matt Baughman, Kyle Chard, Ian Foster
Mentors:
Kyle Chard, Ian Foster
Institution:
University of Chicago
Bricks: A Configurable Coordination Service with Multiple Consistency Models
Authors:
Shuichi Maruyama, Wu-Hon Francis Leung, Chaoqi Ma
Mentors:
Wu-Hon Francis Leung
Institution:
Illinois Institute of Technology
CoPPar Tree: Fast and Composable Consistency at Global Scale
Authors:
Xincheng Yang
Mentors:
Kyle Hale
Institution:
Illinois Institute of Technology
DPS: Adaptive Power Management for Overprovisioned Systems
Authors:
Jianru Ding
Mentors:
Dr. Henry Hoffmann
Institution:
University of Chicago
Eliminating Hardware Interrupts with Dispersed Interrupt Polling
Authors:
Kirill Nagaitsev
Mentors:
Peter Dinda
Institution:
Northwestern University
Finding a Home for the Small Jobs on some of the World's Biggest Computers
Authors:
Matteo Del Grossi
Mentors:
Ian Kash, Michael E. Papka
Institution:
University of Illinois Chicago
Finegrained Parallelism in Parsl
Authors:
Jamison Kerney, Ioan Raicu, Kyle Chard
Mentors:
Ioan Riacu
Institution:
Illinois Institute of Technology
HStream: A Hardware-aware Data Streaming Engine
Authors:
Jaime Cernuda, Jie Ye, Anthony Kougkas, Xian-He Sun
Mentors:
Xian-He Sun
Institution:
Illinois Institute of Technology
I/O Specialized Containerization for Data Intensive
Authors:
Rohan Tikmany, Tanu Malik
Institution:
DePaul University
MEMO: Power Efficient High-throughput Blockchain using Memoization
Authors:
Tanmay Anand, Mahad Haider, Lan Nguyen, Gabriel Bryk, Jacklyn Mcaninch, Neil John, Ryan Mcphail, Faith Busche, Alexandru Iulian Orhean, Nhan Hoang, Mohamad Fares
Mentors:
Ioan Raicu
Institution:
Illinois Institute of Technology
MegaMmap: Expanding Distributed Shared Memory to Storage for Data-Intensive Workloads
Authors:
Luke Logan, Xian-He Sun, Anthony Kougkas
Mentors:
Anthony Kougkas
Institution:
Illinois Institute of Technology
Modern Compilation of a High Level Parallel Language to Potentially Heterogeneous Hardware
Authors:
Griffin Dube
Mentors:
Peter Dinda
Institution:
Northwestern University
Predicting and alleviating bottlenecks in Hybrid CPU and Memory Architectures
Authors:
Nanda Velugoti, Nathan Tallent, Joseph Manzano, Kyle Hale
Institution:
Pacific Northwest National Laboratory and Illinois Institute of Technology
Protecting Adaptive Sampling from Information Leakage on Low-Power Sensors
Authors:
Tejas Kannan
Mentors:
Hank Hoffmann
Institution:
University of Chicago
Querying Container Provenance
Authors:
Aniket Modi, Moaz Reyad, Tanu Malik, Ashish Gehani
Mentors:
Tanu Malik
Institution:
DePaul University
READS: Real-Time Edge AI for Distributed Systems for Managing Beam Loss Deblending
Authors:
Rui Shi, S. Ogrenci, J.M. Arnold, M.R. Austin, J.R. Berlioz, P. Hanlet, K.J. Hazelwood, J. Hu, M.A. Ibrahim, J. Jang, A. Lewis, H. Liu, J.P. Mitrevski, V.P. Nagaslaev, A. Narayanan, D.J. Nicklaus, G. Pradhan, A.L. Saewert, B.A. Schupbach, K. Seiya, A. Shuping, M. Thieme, R.M. Thurman-Keup, N.V. Tran, M.B. Valentin, C. Xu
Mentors:
Seda Ogrenci
Institution:
Northwestern University
Rust_Arkouda:extending Arkouda to distributed an heteogenous environment for Exploratory data analysis
Authors:
Conghao Liu, Kyle Hale
Mentors:
Kyle Hale
Institution:
Illinois Institute of Technology
Saving Money for Analytical Workloads in the Cloud
Authors:
Tapan Srivastava
Mentors:
Raul Castro Fernandez
Institution:
University of Chicago
TunIO: A Learning-Driven I/O Stack Tuning Framework for HPC
Authors:
Neeraj Rajesh, Keith Bateman, Anthony Kougkas, Xian-He Sun, Jean Luca Bez, Suren Byna
Mentors:
Anthony Kougkas, Xian-He Sun
Institution:
Illinois Institute of Technology
UDSHMEM: a parallel programing library for large graph computing accelerators
Authors:
Wenyi Wang
Mentors:
Yanjing Li
Institution:
The University of Chicago
WisIO: Automated I/O Bottleneck Detection for Large-Scale HPC Workloads with Multi-Perspective Views
Authors:
Izzet Yildirim, Hariharan Devarajan, Anthony Kougkas, Xian-He Sun, Kathryn Mohror
Mentors:
Hariharan Devarajan, Anthony Kougkas
Institution:
Illinois Institute of Technology
Session #2
A Fair Cross-shard Consensus in Distributed Sharding Systems
Authors:
Jianting Zhang, Aniket Kate
Institution:
Purdue University
A Network Simulation of Distributed Light Propagation Modeling
Authors:
H.E. Greenblatt, Nik Sultana
Mentors:
Nik Sultana
Institution:
Illinois Institute of Technology
Accelerating Communications in Federated Applications with Transparent Object Proxies
Authors:
Greg Pauloski
Mentors:
Kyle Chard
Institution:
University of Chicago
Automatic granularity control for fork-join parallelism on multicore systems
Authors:
Mike Rainey, Simone Campanoni, Peter Dinda, Umut Acar, Yian Su, Nick Wanninger, Jasper Liang, Nadharm Dhiantravan
Institution:
Carnegie Mellon University
Comparative Analysis of Cryptographic Hashing Algorithms for Blockchains
Authors:
Atharva Dongare, Sara Ataullah, Sonal Gaikwad
Mentors:
Ioan Raicu
Institution:
Illinois Institute of Technology
Data Lifecycle Analysis: Improving Workflow Task and Data Coordination through Semantic-Rich Data Formats
Authors:
Meng Tang, Anthony Kougkas, Xian-He Sun
Mentors:
Anthony Kougkas, Xian-He Sun
Institution:
Illinois Institute of Technology
Designing a self-organizing algorithm to schedule HPC workflows
Authors:
Matthew Dearing, Zhiling Lan
Mentors:
Zhiling Lan
Institution:
Illinois Institute of Technology
Efficient Configuration Search for Error-bounded Lossy Compression with Bayesian Optimization
Authors:
Arham Khan, Sheng Di
Mentors:
Ian Foster, Kyle Chard
Institution:
University of Chicago
Evaluating the Suitability of Intel oneTBB for Fine-Grained Parallelism
Authors:
Owen McGrath
Mentors:
Ioan Raicu
Institution:
Illinois Institute of Technology
Exploring GNU Openmp Tasking performance bottleneck for extremely fine-grained task parallelism
Authors:
Wenyi Wang
Mentors:
Ian Foster, Kyle Chard, Ioan Raicu
Institution:
The University of Chicago
Feature Integration from 2n to n2 to nlogn
Authors:
Chaoqi Ma, Wu-Hon Leung
Mentors:
Wu-Hon Leung
Institution:
Illinois Institute of Technology
Getting a Handle on Unmanaged Memory
Authors:
Nick Wanninger
Mentors:
Peter Dinda
Institution:
Northwestern University
Improving Performance of Proof of Space through the CryptoMemoiz Algorithm
Authors:
Mahad Haider, Jacklyn Mcaninch, Alexandru Iulian Orhean
Mentors:
Ioan Raicu
Institution:
Illinois Institute of Technology
Microextractor workflows for efficient and flexible metadata extraction
Authors:
Tyler Skluzacek
Institution:
Oak Ridge National Lab
Modeling Timing Errors in Pipelines
Authors:
Essien Taylor, Russ Joseph
Mentors:
Russ Joseph
Institution:
Northwestern University
PIMMiner: A High-performance PIM Architecture-aware Graph Mining Framework
Authors:
Jiya Su, Peng Jiang, Rujia Wang
Mentors:
Rujia Wang
Institution:
Illinois Institute of Technology
Provenance-based Workflow Diagnostics Using Program Specification
Authors:
Yuta Nakamura, Tanu Malik, Iyad Kanj, Ashish Gehani
Institution:
DePaul University
Reproducible Notebook Containers using Application Virtualization
Authors:
Raza Ahmad, Naga Nithin Manne, Tanu Malik
Institution:
DePaul University
SEASONS: Signal and Energy Aware Sensing on iNtermittent Systems
Authors:
Pouya Mahdi Gholami
Mentors:
Henry (Hank) Hoffmann
Institution:
University of Chicago
Toward a User-centered Distributed Privacy Backplane for the Internet of Things
Authors:
Michael Polinski, John Lange, Peter Dinda, Robert Dick, Friedrich Doku, Elena Fabian, Nick Gordon, Peizhi Liu, Madhav Suresh, Carson Surmeier, Nick Wanninger
Mentors:
Peter Dinda
Institution:
Northwestern University
Towards Efficient Data Indexing and Searching in Distributed High-End Computing Systems
Authors:
Alexandru Iulian Orhean, Lavanya Ramakrishnan, Kyle Chard, Ioan Raicu
Institution:
Illinois Institute of Technology
Towards Smart Aggregation in Serverless Federated Learning
Authors:
Matt Baughman, Nathaniel Hudson, Ian Foster, Kyle Chard
Mentors:
Ian Foster, Kyle Chard
Institution:
University of Chicago
TrackFM: Far-out Compiler Support for a Far Memory World
Authors:
Brian Richard Tauro, Brian Suchy, Simone Campanoni, Peter Dinda, Kyle C. Hale
Institution:
Illinois Institute of Technology
Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network Models
Authors:
Jie Ye, Jaime Cernuda, Bogdan Nicolae, Anthony Kougkas, Xian-He Sun
Mentors:
Bogdan Nicolae, Anthony Kougkas, Xian-He Sun
Institution:
Illinois Institute of Technology