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。
2023 · ICS
A Hybrid Tensor-Expert-Data Parallelism Approach to Optimize Mixture-of-Experts TrainingSiddharth Singh, Olatunji Ruwase, Ammar Ahmad Awan, Samyam Rajbhandari, Yuxiong He, Abhinav Bhatele
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Accelerating BWA-MEM Read Mapping on GPUsMinh Pham, Yicheng Tu, Xiaoyi Lv
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Anatomy of High-Performance GEMM with Online Fault Tolerance on GPUsShixun Wu, Yujia Zhai, Jinyang Liu, Jiajun Huang, Zizhe Jian, Bryan Wong, Zizhong Chen
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
BiRFIA: Selective Binary Rewriting for Function Interception on ARMKelun Lei, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUsJou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
CMLCompiler: A Unified Compiler for Classical Machine LearningXu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level AccessMeghana Madhyastha, Robert Underwood, Randal Burns, Bogdan Nicolae
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Distributed-Memory Parallel JointNMFSrinivas Eswar, Benjamin Cobb, Koby Hayashi, Ramakrishnan Kannan, Grey Ballard, Richard Vuduc, Haesun Park
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
DyVer: Dynamic Version Handling for Array DatabasesAmelie Chi Zhou, Zhoubin Ke, Jianming Lao
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Enabling Reconfigurable HPC through MPI-based Inter-FPGA CommunicationNicholas Contini, Bharath Ramesh, Kaushik Kandadi Suresh, Tu Tran, Ben Michalowicz, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar Panda
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
FAZ: A flexible auto-tuned modular error-bounded compression framework for scientific dataJinyang Liu, Sheng Di, Kai Zhao, Xin Liang, Zizhong Chen, Franck Cappello
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
FLASH: FPGA-Accelerated Smart Switches with GCN Case StudyPouya Haghi, William Krska, Cheng Tan, Tong Geng, Po Hao Chen, Connor Greenwood, Anqi Guo, Thomas Hines, Chunshu Wu, Ang Li, Anthony Skjellum, Martin Herbordt
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
FLORIA: A Fast and Featherlight Approach for Predicting Cache PerformanceJun Xiao, Yaocheng Xiang, Xiaolin Wang, Yingwei Luo, Andy Pimentel, Zhenlin Wang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
FMI: Fast and Cheap Message Passing for Serverless FunctionsMarcin Copik, Roman Böhringer, Alexandru Calotoiu, Torsten Hoefler
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
FT-topo: Architecture-Driven Folded-Triangle Partitioning for Communication-efficient Graph ProcessingXinbiao Gan, Guang Wu, Ruigeng Zeng, Jiaqi Si, Ji Liu, Daxiang Dong, Chunye Gong, Cong Liu, Tiejun Li
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Fast All-Pairs Shortest Paths Algorithm in Large Sparse GraphShaofeng Yang, Xiandong Liu, Yunting Wang, Xin He, Guangming Tan
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUsBoyuan Zhang, Jiannan Tian, Sheng Di, Xiaodong Yu, Martin Swany, Dingwen Tao, Franck Cappello
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
GRAP: Group-level Resource Allocation Policy for Reconfigurable Dragonfly Network in HPCGuangnan Feng, Dezun Dong, Shizhen Zhao, Yutong Lu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUsChengming Zhang, Shaden Smith, Baixi Sun, Jiannan Tian, Jonathan Soifer, Xiaodong Yu, Shuaiwen Leon Song, Yuxiong He, Dingwen Tao
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Lightweight Huffman Coding for Efficient GPU CompressionMilan Shah, Xiaodong Yu, Sheng Di, Michela Becchi, Franck Cappello
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Multi-GPU Communication Schemes for Iterative Solvers: When CPUs are Not in ChargeIsmayil Ismayilov, Javid Baydamirli, Doğan Sağbili, Mohamed Wahib, Didem Unat
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
OpenFFT: An Adaptive Tuning Framework for 3D FFT on ARM Multicore CPUsTun Chen, Haipeng Jia, Yunquan Zhang, Kun Li, Zhihao Li, Xiang Zhao, Jianyu Yao, Chendi Li
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Optimizing Multi-grid Computation and Parallelization on Multi-coresXiaojian Yang, Shengguo Li, Fan Yuan, Dezun Dong, Chun Huang, Zheng Wang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
PAC: Preference-Aware Co-location Scheduling on Heterogeneous NUMA Architectures To Improve Resource UtilizationPu Pang, Yaoxuan Li, Bo Liu, Quan Chen, Zhou Yu, Zhibin Yu, Deze Zeng, Jingwen Leng, Jieru Zhao, Minyi Guo
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
PERKS: a Locality-Optimized Execution Model for Iterative Memory-bound GPU ApplicationsLingqi Zhang, Mohamed Wahib, Peng Chen, Jintao Meng, Xiao Wang, Toshio Endo, Satoshi Matsuoka
Computer Architecture & HPC
日本大学: 東京科学大学
2023 · ICS
Parallel Software for Million-scale Exact Kernel RegressionYu Chen, Lucca Skon, James Mccombs, Zhenming Liu, Andreas Stathopoulos
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Performance Embeddings: A Similarity-Based Transfer Tuning Approach to Performance OptimizationLukas Trümper, Tal Ben-Nun, Philipp Schaad, Alexandru Calotoiu, Torsten Hoefler
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
RT-kNNS Unbound: Using RT Cores to Accelerate Unrestricted Neighbor SearchVani Nagarajan, Durga Mandarapu, Milind Kulkarni
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Revisiting Temporal Blocking Stencil OptimizationsLingqi Zhang, Mohamed Wahib, Peng Chen, Jintao Meng, Xiao Wang, Toshio Endo, Satoshi Matsuoka
Computer Architecture & HPC
日本大学: 東京科学大学
2023 · ICS
Roar: A Router Microarchitecture for In-network AllreduceRuiqi Wang, Dezun Dong, Fei Lei, Junchao Ma, Ke Wu, Kai Lu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil ComputationGagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gomez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Scalable algorithms for compact spanners on real world graphsMaulein Pathak, Yogish Sabharwal, Neelima Gupta
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Scalable parallelization for the solution of phonon Boltzmann Transport EquationHan D. Tran, Siddharth Saurav, P. Sadayappan, Sandip Mazumder, Hari Sundar
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Seizing the Bandwidth Scaling of On-Package Interconnect in a Post-Moore's Law WorldGrigory Chirkov, David Wentzlaff
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and TrainingAnqi Guo, Yuchen Hao, Chunshu Wu, Pouya Haghi, Zhenyu Pan, Min Si, Dingwen Tao, Ang Li, Martin Herbordt, Tong Geng
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Towards a Unified Implementation of GEMM in BLISRuQing G. Xu, Field G. Van Zee, Robert A. van de Geijn
Computer Architecture & HPC
日本大学: 東京大学
2023 · ICS
Transfer-learning-based Autotuning using Gaussian CopulaThomas Randall, Jaehoon Koo, Brice Videau, Michael Kruse, Xingfu Wu, Paul Hovland, Mary Hall, Rong Ge, Prasanna Balaprakash
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Use Only What You Need: Judicious Parallelism For File Transfers in High Performance NetworksMd Arifuzzaman, Engin Arslan
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Using Additive Modifications in LU Factorization Instead of PivotingNeil Lindquist, Piotr Luszczek, Jack Dongarra
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2023 · ICS
Wafer-Scale Fast Fourier TransformsMarcelo Orenes-Vera, Ilya Sharapov, Robert Schreiber, Mathias Jacquelin, Philippe Vandermersch, Sharan Chetlur
Computer Architecture & HPC
日本大学: 関与なし（対象大学）