ICS

Keyphrases

Publications

2023

Lukas Trümper, Tal Ben-Nun, Philipp Schaad, Alexandru Calotoiu, Torsten Hoefler
Performance Embeddings: A Similarity-Based Transfer Tuning Approach to Performance Optimization. ICS (2023)
Siddharth Singh, Olatunji Ruwase, Ammar Ahmad Awan, Samyam Rajbhandari, Yuxiong He, Abhinav Bhatele
A Hybrid Tensor-Expert-Data Parallelism Approach to Optimize Mixture-of-Experts Training. ICS (2023)
Milan Shah, Xiaodong Yu, Sheng Di, Michela Becchi, Franck Cappello
Lightweight Huffman Coding for Efficient GPU Compression. ICS (2023)
Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan
CMLCompiler: A Unified Compiler for Classical Machine Learning. ICS (2023)
Kelun Lei, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian
BiRFIA: Selective Binary Rewriting for Function Interception on ARM. ICS (2023)
Xiaojian Yang, Shengguo Li, Fan Yuan, Dezun Dong, Chun Huang, Zheng Wang
Optimizing Multi-grid Computation and Parallelization on Multi-cores. ICS (2023)
Amelie Chi Zhou, Zhoubin Ke, Jianming Lao
DyVer: Dynamic Version Handling for Array Databases. ICS (2023)
Jun Xiao, Yaocheng Xiang, Xiaolin Wang, Yingwei Luo, Andy D. Pimentel, Zhenlin Wang
FLORIA: A Fast and Featherlight Approach for Predicting Cache Performance. ICS (2023)
Lingqi Zhang, Mohamed Wahib, Peng Chen, Jintao Meng, Xiao Wang, Toshio Endo, Satoshi Matsuoka
Revisiting Temporal Blocking Stencil Optimizations. ICS (2023)
Chengming Zhang, Shaden Smith, Baixi Sun, Jiannan Tian, Jonathan Soifer, Xiaodong Yu, Shuaiwen Leon Song, Yuxiong He, Dingwen Tao
HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUs. ICS (2023)
Thomas Randall, Jaehoon Koo, Brice Videau, Michael Kruse, Xingfu Wu, Paul D. Hovland, Mary W. Hall, Rong Ge, Prasanna Balaprakash
Transfer-learning-based Autotuning using Gaussian Copula. ICS (2023)
Pu Pang, Yaoxuan Li, Bo Liu, Quan Chen, Zhou Yu, Zhibin Yu, Deze Zeng, Jingwen Leng, Jieru Zhao, Minyi Guo
PAC: Preference-Aware Co-location Scheduling on Heterogeneous NUMA Architectures To Improve Resource Utilization. ICS (2023)
Boyuan Zhang, Jiannan Tian, Sheng Di, Xiaodong Yu, Martin Swany, Dingwen Tao, Franck Cappello
GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs. ICS (2023)
Neil Lindquist, Piotr Luszczek, Jack J. Dongarra
Using Additive Modifications in LU Factorization Instead of Pivoting. ICS (2023)
Meghana Madhyastha, Robert Underwood, Randal C. Burns, Bogdan Nicolae
DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access. ICS (2023)
Jinyang Liu, Sheng Di, Kai Zhao, Xin Liang, Zizhong Chen, Franck Cappello
FAZ: A flexible auto-tuned modular error-bounded compression framework for scientific data. ICS (2023)
Ruiqi Wang, Dezun Dong, Fei Lei, Junchao Ma, Ke Wu, Kai Lu
Roar: A Router Microarchitecture for In-network Allreduce. ICS (2023)
Marcin Copik, Roman Böhringer, Alexandru Calotoiu, Torsten Hoefler
FMI: Fast and Cheap Message Passing for Serverless Functions. ICS (2023)
Grigory Chirkov, David Wentzlaff
Seizing the Bandwidth Scaling of On-Package Interconnect in a Post-Moore's Law World. ICS (2023)
Srinivas Eswar, Benjamin Cobb, Koby Hayashi, Ramakrishnan Kannan, Grey Ballard, Richard W. Vuduc, Haesun Park
Distributed-Memory Parallel JointNMF. ICS (2023)
Vani Nagarajan, Durga Mandarapu, Milind Kulkarni
RT-kNNS Unbound: Using RT Cores to Accelerate Unrestricted Neighbor Search. ICS (2023)
Shaofeng Yang, Xiandong Liu, Yunting Wang, Xin He, Guangming Tan
Fast All-Pairs Shortest Paths Algorithm in Large Sparse Graph. ICS (2023)
Shixun Wu, Yujia Zhai, Jinyang Liu, Jiajun Huang, Zizhe Jian, Bryan M. Wong, Zizhong Chen
Anatomy of High-Performance GEMM with Online Fault Tolerance on GPUs. ICS (2023)
Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs. ICS (2023)
Minh Pham, Yicheng Tu, Xiaoyi Lv
Accelerating BWA-MEM Read Mapping on GPUs. ICS (2023)
Tun Chen, Haipeng Jia, Yunquan Zhang, Kun Li, Zhihao Li, Xiang Zhao, Jianyu Yao, Chendi Li
OpenFFT: An Adaptive Tuning Framework for 3D FFT on ARM Multicore CPUs. ICS (2023)
Han D. Tran, Siddharth Saurav, P. Sadayappan, Sandip Mazumder, Hari Sundar
Scalable parallelization for the solution of phonon Boltzmann Transport Equation. ICS (2023)
Ismayil Ismayilov, Javid Baydamirli, Dogan Sagbili, Mohamed Wahib, Didem Unat
Multi-GPU Communication Schemes for Iterative Solvers: When CPUs are Not in Charge. ICS (2023)
Anqi Guo, Yuchen Hao, Chunshu Wu, Pouya Haghi, Zhenyu Pan, Min Si, Dingwen Tao, Ang Li, Martin C. Herbordt, Tong Geng
Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training. ICS (2023)
Maulein Pathak, Yogish Sabharwal, Neelima Gupta
Scalable algorithms for compact spanners on real world graphs. ICS (2023)
Nicholas Contini, Bharath Ramesh, Kaushik Kandadi Suresh, Tu Tran, Benjamin Michalowicz, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda
Enabling Reconfigurable HPC through MPI-based Inter-FPGA Communication. ICS (2023)
Lingqi Zhang, Mohamed Wahib, Peng Chen, Jintao Meng, Xiao Wang, Toshio Endo, Satoshi Matsuoka
PERKS: a Locality-Optimized Execution Model for Iterative Memory-bound GPU Applications. ICS (2023)
Guangnan Feng, Dezun Dong, Shizhen Zhao, Yutong Lu
GRAP: Group-level Resource Allocation Policy for Reconfigurable Dragonfly Network in HPC. ICS (2023)
Marcelo Orenes-Vera, Ilya Sharapov, Robert Schreiber, Mathias Jacquelin, Philippe Vandermersch, Sharan Chetlur
Wafer-Scale Fast Fourier Transforms. ICS (2023)
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. ICS (2023)
Yu Chen, Lucca Skon, James R. McCombs, Zhenming Liu, Andreas Stathopoulos
Parallel Software for Million-scale Exact Kernel Regression. ICS (2023)
Pouya Haghi, William Krska, Cheng Tan, Tong Geng, Po-Hao Chen, Connor Greenwood, Anqi Guo, Thomas Hines, Chunshu Wu, Ang Li, Anthony Skjellum, Martin C. Herbordt
FLASH: FPGA-Accelerated Smart Switches with GCN Case Study. ICS (2023)
Proceedings of the 37th International Conference on Supercomputing, ICS 2023, Orlando, FL, USA, June 21-23, 2023 ICS (2023)
Md. Arifuzzaman, Engin Arslan
Use Only What You Need: Judicious Parallelism For File Transfers in High Performance Networks. ICS (2023)
Xinbiao Gan, Guang Wu, Ruigeng Zeng, Jiaqi Si, Ji Liu, Daxiang Dong, Chunye Gong, Cong Liu, Tiejun Li
FT-topo: Architecture-Driven Folded-Triangle Partitioning for Communication-efficient Graph Processing. ICS (2023)
RuQing G. Xu, Field G. Van Zee, Robert A. van de Geijn
Towards a Unified Implementation of GEMM in BLIS. ICS (2023)

2022

volume 1723, 2022

New Trends in Computer Technologies and Applications - 25th International Computer Symposium, ICS 2022, Taoyuan, Taiwan, December 15-17, 2022, Proceedings ICS 1723 (2022)