Program
Sunday, October 12 (Tutorials and Workshops) Monday, October 13 Tuesday, October 14 Poster Session (4:10pm Monday)
Sunday, October 12
| 9:00 | 10:20 |
Tutorial 1: Observability into Application-level Metrics with eBPFs Session 1 of 2 |
| 10:20 | 10:40 |
Coffee Break |
| 10:40 | 12:00 |
Tutorial 1: Observability into Application-level Metrics with eBPFs Session 2 of 2 |
| 12:00 | 1:20 |
Lunch |
| 1:20 | 3:00 |
Workshop 1: Workshop on Security–Performance Trade-offs Session 1 of 2 • Website pending |
| 3:00 | 3:20 |
Coffee Break |
| 3:20 | 5:00 |
Workshop 1: Workshop on Security–Performance Trade-offs Session 2 of 2 • Website pending |
Monday, October 13
| 9:00 | 9:15 |
Welcome |
| 9:15 | 10:15 |
Keynote 1 TBD |
| 10:15 | 10:35 |
Coffee Break |
| 10:35 | 11:50 |
Session 1: Cross-Domain Methods for Workload Analysis Session chair: TBD |
| Belenos: Bottleneck Evaluation to Link Biomechanics to Novel Computing Optimizations Hana Chitsaz, Johnson Umeike, Amirmahdi Namjoo (University of Maryland, College Park); Babak N. Safa (University of South Florida); Bahar Asgari (University of Maryland, College Park) |
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| Workload Characterization Using Cross-Layer Features and Multilevel PCA Lina Sawalha, Grant Deljevic (Western Michigan University) |
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| Athena: A Plug-and-Play Advisor for Retrieval-Augmented Generation using VectorDB Ning Liang (Duke University); Fabian Wenz, Jana Giceva (TU Munich); Lisa Wu Wills (Duke University) |
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| The Fake-Busy and True-Idle Problems of Running Graph Applications on Chiplet-Based Multi-cores Rashid Aligholipour, Yuan Yao (Uppsala University) |
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| WANify: Gauging and Balancing Runtime WAN Bandwidth for Geo-distributed Data Analytics Anshuman Das Mohapatra, Kwangsung Oh (University of Nebraska at Omaha) |
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| 12:00 | 1:20 |
Lunch |
| 1:20 | 2:35 |
Session 2: Large Language Models Session chair: TBD |
| Understanding Distributed Training of Large Language Models with Unified Virtual Memory Jane Rhee, Eunbi Jeong (Ewha Womans University); Jiwon Lee (Samsung Electronics); Myung Kuk Yoon (Ewha Womans University) |
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| Confidential LLM Inference: Performance and Cost Across CPU and GPU TEEs Marcin Chrapek, Marcin Copik, Etienne Mettaz, Torsten Hoefler (ETH Zurich) |
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| EdgeReasoning: Optimizing Reasoning LLM Deployment on Edge GPUs Benjamin Kubwimana, Qijing Jenny Huang (NVIDIA) |
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| Keeping up with Large Language Models: A Holistic Methodology of Compute, Memory, Communication, and Cost Modeling Wenzhe Guo, Joyjit Kundu, Uras Tos, Weijiang Kong, Giuliano Sisto, Timon Evenblij, Manu Perumkunnil (imec) |
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| DABench-LLM: Standardized and In-Depth Benchmarking of Post-Moore Dataflow AI Accelerators for LLMs Ziyu Hu, Zhiqing Zhong (Stevens Institute of Technology); Weijian Zheng (Argonne National Laboratory); Zhijing Ye (Stevens Institute of Technology); Xuwei Tan, Xueru Zhang (The Ohio State University); Zhen Xie (Binghamton University); Rajkumar Kettimuthu (Argonne National Laboratory); Xiaodong Yu (Stevens Institute of Technology) |
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| 2:35 | 2:55 |
Coffee Break |
| 2:55 | 4:10 |
Session 3: Security, Confidentiality, and Reliability Session chair: TBD |
| ZKProphet: Understanding Performance of Zero-Knowledge Proofs on GPUs Tarunesh Verma, Yichao Yuan, Nishil Talati (University of Michigan); Todd Austin (University of Michigan / Agita Labs) |
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| The Curious Case of Global Stable Loads Shagnik Pal (University of Texas at Austin); Jeeho Ryoo (Fairleigh Dickinson University); Lizy K. John (UT Austin) |
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| vACE: Exploring the Design Space of Vector Processing Units for Soft Error Vulnerability George-Marios Fragkoulis, Dimitris Gizopoulos (University of Athens) |
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| CASM: A Generalizable and Accessible Security Metric to Evaluate Security of Cache Architectures Phaedra Curlin, Tamara Silbergleit Lehman (University of Colorado Boulder) |
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| Learning Architectural Cache Simulator Behaviour Pranjali Jain (UC Santa Barbara); Meiru Han (University of Pennsylvania); Zhizhou Zhang (Uber Technologies Inc); Brandon Lee, Jonathan Balkind (UC Santa Barbara) |
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| 4:10 | 5:30 |
Poster Session Session chair: TBD |
| 5:30 | 8:30 |
Conference Banquet |
Tuesday, October 14
| 8:45 | 10:00 |
Session 4: AI Accelerators, PIM, and Post-Moore Architectures Session chair: TBD |
| HALO: Hybrid Systolic Arrays via Logical Partitioning for Acceleration of Complex-Valued Neural Networks Ji Yeong Yi, Eunbi Jeong, SungHee Yum, Jane Rhee (Ewha Womans University); Sangun Choi, Gunjae Koo, Yunho Oh (Korea University); Myung Kuk Yoon (Ewha Womans University) |
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| Exploring Lossy Compression of Activation Data for Emerging AI Accelerators: A Case Study on the Graphcore IPU Milan Shah (North Carolina State University); Xiaodong Yu (Stevens Institute of Technology); Sheng Di (Argonne National Laboratory); Michela Becchi (North Carolina State University); Franck Cappello (Argonne National Laboratory) |
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| BetterTogether: A Interference-Aware Framework for Fine-grained Software Pipelining on Heterogeneous SoCs Yanwen Xu, Rithik Sharma, Zheyuan Chen, Shaan Mistry (University of California, Santa Cruz); Tyler Sorensen (Microsoft Research, University of California Santa Cruz) |
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| PRISM: Processing-In-Memory Sparse MTTKRP for Tensor Decomposition Acceleration Daniel Pacheco, Leonel Sousa (INESC-ID, Instituto Superior Técnico, Universidade de Lisboa); Aleksandar Ilic (INESC-ID & Instituto Superior Técnico) |
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| ALPHA-PIM: Analysis of Linear Algebraic Processing for High-Performance Graph Applications on a Real Processing-In-Memory System Marzieh Barkhordar, Alireza Tabatabaeian (Simon Fraser University); Mohammad Sadrosadati (ETH Zürich); Christina Giannoula (University of Toronto); Juan Gomez Luna (NVIDIA); Izzat El Hajj (American University of Beirut); Onur Mutlu (ETH Zurich); Alaa Alameldeen (Simon Fraser University) |
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| 10:00 | 10:20 |
Coffee Break |
| 10:20 | 11:50 |
Session 5: Emerging Workloads Session chair: TBD |
| PangenomicsBench: A Benchmark Suite and Characterization of Pangenomics Noah Kaplan (University of Michigan); Jan-Niklas Schmelzle (Cornell University); Yufeng Gu (University of Michigan); Erik Garrison (University of Tennessee Health Science Center); Christopher Batten (Cornell University); Reetuparna Das (University of Michigan) |
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| decoder-bench: Benchmarking Decoders for Quantum Error Correction Satvik Maurya (University of Wisconsin-Madison); Joshua Viszlai (University of Chicago); Nithin Raveendran (University of Arizona); Poulami Das (UT Austin); Swamit Tannu (University of Wisconsin-Madison) |
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| A Comprehensive Analysis of Graph Neural Networks Training at Different Scales Mostafa Eghbali Zarch, Michela Becchi (North Carolina State University, USA) |
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| EntoBench: A Benchmark Suite and Evaluation Framework for Insect-Scale Robotics Derin Ozturk, Nick Cebry, Angela Cui, Hang Gao, Julie Villamil, Farrell Helbling, Christopher Batten (Cornell University) |
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| Improving the Performance of Out-of-Core LLM Inference Using Heterogeneous Host Memory Sudhanshu Gupta (University of Rochester); Sandhya Dwarkadas (University of Virginia) |
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| miniGiraffe: A Pangenomic Mapping Proxy App Jessica Imlau Dagostini (University of California Santa Cruz); Scott Beamer (University of California, Santa Cruz); Tyler Sorensen (Microsoft Research and UC Santa Cruz); Joseph Manzano (Pacific Northwest National Lab) |
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| 12:00 | 1:20 |
Lunch |
| 1:20 | 2:50 |
Session 6: Memory, Storage, and Beyond Session chair: TBD |
| Does Linux Provide Performance Isolation for NVMe SSDs? Configuring cgroups for I/O Control in the NVMe Era Krijn Doekemeijer, Zebin Ren, Tiziano De Matteis, Balakrishnan Chandrasekaran (Vrije Universiteit Amsterdam); Animesh Trivedi (IBM Research Europe, Zurich) |
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| Dissecting CPU–GPU Unified Physical Memory for HPC Applications on the AMD MI300A APU Jacob Wahlgren, Gabin Schieffer, Ruimin Shi (KTH Royal Institute of Technology); Edgar Leon, Roger Pearce, Maya Gokhale (Lawrence Livermore National Laboratory); Ivy Peng (KTH Royal Institute of Technology) |
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| Design and Accuracy Trade-offs in Computational Statistics Tiancheng Xu, Alan L. Cox, Scott Rixner (Rice University) |
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| An Analysis of Ethereum Workloads from a Key-Value Storage Perspective Yanjing Ren, Jia Zhao (The Chinese University of Hong Kong); Jingwei Li (University of Electronic Science and Technology of China); Patrick P. C. Lee (The Chinese University of Hong Kong) |
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| Storage-Based Approximate Nearest Neighbor Search: What are the Performance Cost and I/O Characteristics? Zebin Ren (Vrije Universiteit Amsterdam); Krijn Doekemeijer (Vrije Universiteit Amsterdam, The Netherlands); Padma Apparao (Intel Corporation); Animesh Trivedi (IBM Research Europe, Zurich) |
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| Sweet or Sour CHERI: Performance Characterization of the Arm Morello Platform Xiaoyang Sun (University of Leeds); Jeremy Singer (University of Glasgow); Zheng Wang (University of Leeds) |
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| 2:50 | 3:10 |
Coffee Break |
| 3:10 | 4:40 |
Session 7: Heterogeneous and Domain-Specific Systems Session chair: TBD |
| Characterizing Adaptive Mesh Refinement on Heterogeneous Platforms with Parthenon-VIBE Akash Poptani, Alireza Khadem, Scott Mahlke (University of Michigan); Jonah Miller, Joshua Dolence, Galen Shipman (Los Alamos National Laboratory); Reetuparna Das (University of Michigan) |
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| XRSight: An End-to-End Hardware–Software Co-Design Platform for XR SoC Evaluation Prashanth Ganesh, Zekai Lin, Yakun Sophia Shao (UC Berkeley) |
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| Icicle: Open-source Hardware Support for Top-Down Microarchitectural Analysis on RISC-V Matthew Edwin Weingarten, Michael Grieco, Stephen A Edwards, Tanvir Ahmed Khan (Columbia University) |
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| AlphaFold3 Workload Characterization: A Comprehensive Analysis of Bottlenecks and Performance Scaling Jinpyo Kim, Mingi Kwon, Jishen Zhao (UCSD) |
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| Characterizing and Optimizing Real-Time Optimal Control for Embedded SoCs Shengjun Kris Dong, Dima Nikiforov, Widyadewi Soedarmadji, Minh Nguyen, Vikram Jain, Christopher W. Fletcher, Yakun Sophia Shao (University of California, Berkeley) |
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| ClusterSim: Modeling Thread Block Clusters in Hopper GPUs Tim Lühnen (Technische Universität Hamburg); Jyotirman Behera, Devashree Tripathy (IIT Bhubaneswar); Sohan Lal (Technische Universität Hamburg) |
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| 4:40 | 5:00 |
Closing and Best Paper Award |
Poster Session
Session chair: TBD
Poster session details TBD. The poster session will be held during Monday, October 13 from 4:10 PM to 5:30 PM.