ICS

2021–2025 確定版

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Computer Architecture & HPC

2024 · 45 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

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