Virtualization So Light, it Floats! Accelerating Floating Point Virtualization

Authors: Nicholas Wanninger , Nadharm Dhiantravan , Peter Dinda

FloatGuard: Efficient Whole-Program Detection of Floating-Point Exceptions in AMD GPUs

Authors: Dolores Miao , Ignacio Laguna , Cindy Rubio-González

LiteForm: Lightweight and Automatic Format Composition for Sparse Matrix-Matrix Multiplication on GPUs

Authors: Zhen Peng , Polykarpos Thomadakis , Jacques Pienaar , Gokcen Kestor

Optimization of GNN Training Through Half-precision

Authors: Arnab Tarafder , Yidong Gong , Pradeep Kumar

SAFusion: Efficient Tensor Fusion with Sparsification Ahead for High-Performance Distributed DNN Training

Authors: Zhangqiang Ming , Yuchong Hu , Xinjue Zheng , Wenxiang Zhou , Dan Feng

ModelX: A Novel Transfer Learning Approach Across Heterogeneous Datasets

Authors: Arunavo Dey , Neil Antony , Aakash Raj Dhakal , Tapasya Patki , Aniruddha Marathe , Jae Seung Yeom , Tanzima Islam

FT2: First-Token-Inspired Online Fault Tolerance on Critical Layers for Generative Large Language Models

Authors: Yu Sun , Zhu Zhu , Cherish Mulpuru , Roberto Gioiosa , Zhao Zhang , Bo Fang , Lishan Yang

Optimizing Data Distribution and Kernel Performance for Efficient Training of Chemistry Foundation Models: A Case Study with MACE

Authors: Jesun Sahariar Firoz , Franco Pellegrini , Mario Geiger , Darren Hsu , Jenna A. Bilbrey , Han-Yi Chou , Maximilian Stadler , Markus Hoehnerbach , Tingyu Wang , Dejun Lin , Emine Kucukbenli , Henry W. Sprueill , Ilyes Batatia , Sotiris S. Xantheas , MalSoon Lee , Chris Mundy , Gabor Csanyi , Justin S. Smith , Ponnuswamy Sadayappan , Sutanay Choudhury

TSUE: A Two-Stage Data Update Method for an Erasure Coded Cluster File System

Authors: Zheng Wei , Jing Xing , Yida Gu , Wenjing Huang , Dong Dai , Guangming Tan , Dingwen Tao

AutoSSD: CXL-Enhanced Autonomous SSDs for Low Tail Latency

Authors: Mingyao Shen , Suyash Mahar , Heewoo Kim , Joseph Izraelevitz , Steven Swanson

On the Benefits of DPU Offloading for In-Memory Key-Value Stores at the Edge

Authors: Arjun Kashyap , Yuke Li , Xiaoyi Lu

CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing

Authors: Li Wu , Walid Hanafy , Abel Souza , Khai Nguyen , Jan Harkes , David Irwin , Mahadev Satyanarayanan , Prashant Shenoy

Advancing Scientific Data Compression via Cross-Field Prediction

Authors: Youyuan Liu , Wenqi Jia , Taolue Yang , Jiang Bo , Miao Yin , Sian Jin

Parameterized Algorithms for Non-uniform All-to-all

Authors: Ke Fan , Jens Domke , Seydou Ba , Sidharth Kumar

Top-Down SBP: Turning Graph Clustering Upside Down

Authors: Frank Wanye , Vitaliy Gleyzer , Edward Kao , Wu-chun Feng

F3: An FPGA-accelerated FaaS Framework

Authors: Charalampos Mainas , Martin Lambeck , Bruno Scheufler , Laurent Bindschaedler , Atsushi Koshiba , Pramod Bhatotia

PathFence: Reducing Cross-Path Dependencies in Microservices

Authors: Xuhang Gu , Qingyang Wang

FluidFaaS: A Dynamic Pipelined Solution for Serverless Computing with Strong Isolation-based GPU Sharing

Authors: Xinning Hui , Yuanchao Xu , Xipeng Shen

Grudon: A System for Deploying Graph Workloads on Disaggregated Architectures with Near-Data Processing

Authors: Vishal Rao , Nikhil Ram Shashidhar , Ada Gavrilovska

HYPERF: End-to-End Autotuning Framework for High-Performance Computing

Authors: Juseong Park , Yongwon Shin , Junghyun Lee , Junseo Lee , Juyeon Kim , Oh-Kyoung Kwon , Hyojin Sung

Privacy-preserving of HPC Traces for Data Sharing and Analysis

Authors: Ana Luisa Veroneze Solórzano , Rohan Basu Roy , Devesh Tiwari , Benjamin Schwaller , Sara Petra Walton , Jim M. Brandt

Weight-Sharing NAS with Architecture-Agnostic Intermediate Representation

Authors: Sixing Yu , Arya Mazaheri , Ali Jannesari

Out-of-Core Parallel Spatial Join Outperforming In-Memory Systems: A BFS-DFS Hybrid Approach

Authors: Lyuheng Yuan , Da Yan , Akhlaque Ahmad , Jiao Han , Saugat Adhikari , Yang Zhou

IPComp: Interpolation Based Progressive Lossy Compression for Scientific Applications

Authors: Zhuoxun Yang , Sheng Di , Longtao Zhang , Ruoyu Li , Ximiao Li , Jiajun Huang , Jinyang Liu , Franck Cappello , Kai Zhao

LegoIndex: A Scalable and Modular Indexing Framework for Efficient Analysis of Extreme-Scale Particle Data

Authors: Chang Guo , Ning Yan , Lipeng Wan , Zhichao Cao