ICS

Publications

2024

Jianping Zeng, Shaoyu Huang, Jiuyang Liu, Changhee Jung
Soft Error Resilience at Near-Zero Cost. ICS (2024)
Juhyeon Lee, Insung Bahk, Hoseung Kim, Sinjin Jeong, Suyeon Lee, Donghyun Min
An Autonomous Parallelization of Transformer Model Inference on Heterogeneous Edge Devices. ICS (2024)
Proceedings of the 38th ACM International Conference on Supercomputing, ICS 2024, Kyoto, Japan, June 4-7, 2024 ICS (2024)
Raveendra Soori, Shreyas Prabhu, Harpreet Singh Chawla, Michael Ferdman
NUCAlloc: Fine-Grained Block Placement in Hashed Last-Level NUCA Caches. ICS (2024)
Alexandre Chen, Brittany A. Erickson, Jeremy E. Kozdon, Jee Choi
Matrix-free SBP-SAT finite difference methods and the multigrid preconditioner on GPUs. ICS (2024)
Du Wu, Peng Chen, Xiao Wang, Isaac Lyngaas, Takaaki Miyajima, Toshio Endo, Satoshi Matsuoka, Mohamed Wahib
Real-time High-resolution X-Ray Computed Tomography. ICS (2024)
Raúl Taranco, José-María Arnau, Antonio González
SLIDEX: A Novel Architecture for Sliding Window Processing. ICS (2024)
Mohammad Kefah Taha Issa, Muhammad Aditya Sasongko, Ilyas Turimbetov, Javid Baydamirli, Dogan Sagbili, Didem Unat
Snoopie: A Multi-GPU Communication Profiler and Visualizer. ICS (2024)
Yubo Du, Yanan Guo, Youtao Zhang, Jun Yang
RTT-UAF: Reuse Time Tracking for Use-After-Free Detection. ICS (2024)
Bennett Cooper, Thomas R. W. Scogland, Rong Ge
Shared Virtual Memory: Its Design and Performance Implications for Diverse Applications. ICS (2024)
Baorun Mu, Christina Giannoula, Shang Wang, Gennady Pekhimenko
Sylva: Sparse Embedded Adapters via Hierarchical Approximate Second-Order Information. ICS (2024)
Franz Kevin Stehle, Wainer Vandelli, Felix Zahn, Giuseppe Avolio, Holger Fröning
DeepHYDRA: A Hybrid Deep Learning and DBSCAN-Based Approach to Time-Series Anomaly Detection in Dynamically-Configured Systems. ICS (2024)
Wei Gao, Xu Zhang, Shan Huang, Shangwei Guo, Peng Sun, Yonggang Wen, Tianwei Zhang
AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads. ICS (2024)
Xiao Fu, Weiling Yang, Dezun Dong, Xing Su
Optimizing Attention by Exploiting Data Reuse on ARM Multi-core CPUs. ICS (2024)
Pouya Haghi, Cheng Tan, Anqi Guo, Chunshu Wu, Dongfang Liu, Ang Li, Anthony Skjellum, Tong Geng, Martin C. Herbordt
SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC Applications. ICS (2024)
Wei Gao, Weiming Zhuang, Minghao Li, Peng Sun, Yonggang Wen, Tianwei Zhang
Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters. ICS (2024)
Justin McGowen, Ismet Dagli, Neil T. Dantam, Mehmet E. Belviranli
Scheduling for Cyber-Physical Systems with Heterogeneous Processing Units under Real-World Constraints. ICS (2024)
Soheil Khadirsharbiyani, Movahhed Sadeghi, Mostafa Eghbali Zarch, Mahmut Taylan Kandemir
Minimizing Coherence Errors via Dynamic Decoupling. ICS (2024)
Andreas Plesner, Hans Henrik Brandenborg Sørensen, Søren Hauberg
Accurate Computation of the Logarithm of Modified Bessel Functions on GPUs. ICS (2024)
Hanxian Huang, Xin Chen, Jishen Zhao
Fasor: A Fast Tensor Program Optimization Framework for Efficient DNN Deployment. ICS (2024)
Qi Shao, Angelos Arelakis, Per Stenström
HMComp: Extending Near-Memory Capacity using Compression in Hybrid Memory. ICS (2024)
Hans Vandierendonck
Differentiating Set Intersections in Maximal Clique Enumeration by Function and Subproblem Size. ICS (2024)
Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Yafan Huang, Ken Raffenetti, Hui Zhou, Kai Zhao, Xiaoyi Lu, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. ICS (2024)
Sungmin Yun, Hwayong Nam, Kwanhee Kyung, Jaehyun Park, Byeongho Kim, Yongsuk Kwon, Eojin Lee, Jung Ho Ahn
CLAY: CXL-based Scalable NDP Architecture Accelerating Embedding Layers. ICS (2024)
Keren Zhou, Karthik Ganapathi Subramanian, Po-Hsun Lin, Matthias Fey, Binqian Yin, Jiajia Li
FASTEN: Fast GPU-accelerated Segmented Matrix Multiplication for Heterogenous Graph Neural Networks. ICS (2024)
Mert Hidayetoglu, Simon Garcia De Gonzalo, Elliott Slaughter, Yu Li, Christopher Zimmer, Tekin Bicer, Bin Ren, William Gropp, Wen-Mei Hwu, Alex Aiken
CommBench: Micro-Benchmarking Hierarchical Networks with Multi-GPU, Multi-NIC Nodes. ICS (2024)
Wenxuan Zhao, Liang Yuan, Baicheng Yan, Penghao Ma, Yunquan Zhang, Long Wang, Zhe Wang
Stencil Computation with Vector Outer Product. ICS (2024)
Vladyslav Oles, Anna Schmedding, George Ostrouchov, Woong Shin, Evgenia Smirni, Christian Engelmann
Understanding GPU Memory Corruption at Extreme Scale: The Summit Case Study. ICS (2024)
Francesc Martínez Palau, Martí Torrents, Adrià Armejach, Marc Casas
Exploiting Vector Code Semantics for Efficient Data Cache Prefetching. ICS (2024)
Chengtao Lai, Zhongchun Zhou, Akash Poptani, Wei Zhang
LCM: LLM-focused Hybrid SPM-cache Architecture with Cache Management for Multi-Core AI Accelerators. ICS (2024)
Benjamin Brock, Aydin Buluç, Katherine A. Yelick
RDMA-Based Algorithms for Sparse Matrix Multiplication on GPUs. ICS (2024)
Durga Keerthi Mandarapu, Vani Nagarajan, Artem Pelenitsyn, Milind Kulkarni
Arkade: k-Nearest Neighbor Search With Non-Euclidean Distances using GPU Ray Tracing. ICS (2024)
Quentin R. Petit, Chong Li, Nahid Emad
An Efficient and Scalable Approach to Build Co-occurrence Matrix for DNN's Embedding Layer. ICS (2024)
Stepan Vanecek, Martin Schulz
sys-sage: A Unified Representation of Dynamic Topologies & Attributes on HPC Systems. ICS (2024)
Yifei Li, Bole Zhou, Jiejing Zhang, Xuechao Wei, Yinghan Li, Yingda Chen
RadiK: Scalable and Optimized GPU-Parallel Radix Top-K Selection. ICS (2024)
Reece Neff, Mostafa Eghbali Zarch, Marco Minutoli, Mahantesh Halappanavar, Antonino Tumeo, Ananth Kalyanaraman, Michela Becchi
FuseIM: Fusing Probabilistic Traversals for Influence Maximization on Exascale Systems. ICS (2024)
Mingyi Li, Junmin Xiao, Kewei Zhang, Zhiheng Lin, Chaoyang Shui, Ke Meng, Zehua Wang, Yunfei Pang, Guangming Tan
A Coordinated Strategy for GNN Combining Computational Graph and Operator Optimizations. ICS (2024)
Xianbin Li, Yinyi Liu, Fan Jiang, Chengeng Li, Yuxiang Fu, Wei Zhang, Jiang Xu
NEOCNN: NTT-Enabled Optical Convolution Neural Network Accelerator. ICS (2024)
Zhengang Li, Alec Lu, Yanyue Xie, Zhenglun Kong, Mengshu Sun, Hao Tang, Zhong Jia Xue, Peiyan Dong, Caiwen Ding, Yanzhi Wang, Xue Lin, Zhenman Fang
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers. ICS (2024)
Ram Sharan Chaulagain, Xin Yuan
Enhanced UGAL Routing Schemes for Dragonfly Networks. ICS (2024)
Chendi Li, Yufan Xu, Sina Mahdipour Saravani, Ponnuswamy Sadayappan
Accelerated Auto-Tuning of GPU Kernels for Tensor Computations. ICS (2024)
Dolores Miao, Ignacio Laguna, Cindy Rubio-González
Input Range Generation for Compiler-Induced Numerical Inconsistencies. ICS (2024)
Benjamin Brock, Robert Cohn, Suyash Bakshi, Tuomas Karna, Jeongnim Kim, Mateusz Nowak, Lukasz Slusarczyk, Kacper Stefanski, Timothy G. Mattson
Distributed Ranges: A Model for Distributed Data Structures, Algorithms, and Views. ICS (2024)
Shilpa Babalad, Shirish Shevade, Matthew Jacob Thazhuthaveetil, R. Govindarajan
Tile Size and Loop Order Selection using Machine Learning for Multi-/Many-Core Architectures. ICS (2024)
Liang Geng, Rubao Lee, Xiaodong Zhang
RayJoin: Fast and Precise Spatial Join. ICS (2024)
Yelai Feng, Huaixi Wang, Yining Zhu, Xiandong Liu, Hongyi Lu, Qing Liu
DAWN: Matrix Operation-Optimized Algorithm for Shortest Paths Problem on Unweighted Graphs. ICS (2024)

2023