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ICS 2023: Orlando, FL, USA
- Kyle A. Gallivan, Efstratios Gallopoulos, Dimitrios S. Nikolopoulos, Ramón Beivide:
Proceedings of the 37th International Conference on Supercomputing, ICS 2023, Orlando, FL, USA, June 21-23, 2023. ACM 2023
Best Papers
- Jinyang Liu
, Sheng Di
FAZ: A flexible auto-tuned modular error-bounded compression framework for scientific data. 1-13 - Neil Lindquist
Using Additive Modifications in LU Factorization Instead of Pivoting. 14-24 - Jun Xiao
FLORIA: A Fast and Featherlight Approach for Predicting Cache Performance. 25-36
Compilation and Scheduling
- Thomas Randall
Transfer-learning-based Autotuning using Gaussian Copula. 37-49 - Lukas Trümper
Performance Embeddings: A Similarity-Based Transfer Tuning Approach to Performance Optimization. 50-62 - Xu Wen
CMLCompiler: A Unified Compiler for Classical Machine Learning. 63-74 - Pu Pang
PAC: Preference-Aware Co-location Scheduling on Heterogeneous NUMA Architectures To Improve Resource Utilization. 75-86
Tools and Libraries
- Kelun Lei
BiRFIA: Selective Binary Rewriting for Function Interception on ARM. 87-98 - Milan Shah
Lightweight Huffman Coding for Efficient GPU Compression. 99-110 - RuQing G. Xu
Towards a Unified Implementation of GEMM in BLIS. 111-121
I/O and Storage
- Md. Arifuzzaman
Use Only What You Need: Judicious Parallelism For File Transfers in High Performance Networks. 122-132 - Meghana Madhyastha
DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access. 133-143 - Amelie Chi Zhou
DyVer: Dynamic Version Handling for Array Databases. 144-154
Accelerator Programming I
- Minh Pham
Accelerating BWA-MEM Read Mapping on GPUs. 155-166 - Lingqi Zhang
PERKS: a Locality-Optimized Execution Model for Iterative Memory-bound GPU Applications. 167-179 - Marcelo Orenes-Vera
Wafer-Scale Fast Fourier Transforms. 180-191 - Ismayil Ismayilov
Multi-GPU Communication Schemes for Iterative Solvers: When CPUs are Not in Charge. 192-202
Large Scale Applications I
- Siddharth Singh
A Hybrid Tensor-Expert-Data Parallelism Approach to Optimize Mixture-of-Experts Training. 203-214 - Han D. Tran
Scalable parallelization for the solution of phonon Boltzmann Transport Equation. 215-226 - Xiaojian Yang
Optimizing Multi-grid Computation and Parallelization on Multi-cores. 227-239 - Xinbiao Gan
FT-topo: Architecture-Driven Folded-Triangle Partitioning for Communication-efficient Graph Processing. 240-250
Accelerator Programming II
- Lingqi Zhang
Revisiting Temporal Blocking Stencil Optimizations. 251-263 - Jou-An Chen
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs. 264-276 - Shaofeng Yang
Fast All-Pairs Shortest Paths Algorithm in Large Sparse Graph. 277-288 - Vani Nagarajan
RT-kNNS Unbound: Using RT Cores to Accelerate Unrestricted Neighbor Search. 289-300
Large Scale Applications II
- Srinivas Eswar
Distributed-Memory Parallel JointNMF. 301-312 - Yu Chen
Parallel Software for Million-scale Exact Kernel Regression. 313-323 - Chengming Zhang
HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUs. 324-335 - Anqi Guo
Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training. 336-347
Architecture and Interconnects
- Boyuan Zhang
GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs. 348-359 - Shixun Wu
Anatomy of High-Performance GEMM with Online Fault Tolerance on GPUs. 360-372 - Marcin Copik
FMI: Fast and Cheap Message Passing for Serverless Functions. 373-385 - Maulein Pathak
Scalable algorithms for compact spanners on real world graphs. 386-397 - Tun Chen
OpenFFT: An Adaptive Tuning Framework for 3D FFT on ARM Multicore CPUs. 398-409
Parallel Algorithms
- Grigory Chirkov
Seizing the Bandwidth Scaling of On-Package Interconnect in a Post-Moore's Law World. 410-422 - Ruiqi Wang
Roar: A Router Microarchitecture for In-network Allreduce. 423-436 - Guangnan Feng
GRAP: Group-level Resource Allocation Policy for Reconfigurable Dragonfly Network in HPC. 437-449 - Pouya Haghi
FLASH: FPGA-Accelerated Smart Switches with GCN Case Study. 450-462 - Gagandeep Singh
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. 463-476 - Nicholas Contini
Enabling Reconfigurable HPC through MPI-based Inter-FPGA Communication. 477-487
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