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ICS 2024: Kyoto, Japan
- Kenji Kise, Valentina Salapura, Murali Annavaram, Ana Lucia Varbanescu:
Proceedings of the 38th ACM International Conference on Supercomputing, ICS 2024, Kyoto, Japan, June 4-7, 2024. ACM 2024
Session 2: Best Paper Nominees
- Yelai Feng
, Huaixi Wang
DAWN: Matrix Operation-Optimized Algorithm for Shortest Paths Problem on Unweighted Graphs. 1-13 - Durga Keerthi Mandarapu
Arkade: k-Nearest Neighbor Search With Non-Euclidean Distances using GPU Ray Tracing. 14-25 - Bennett Cooper
Shared Virtual Memory: Its Design and Performance Implications for Diverse Applications. 26-37 - Reece Neff
FuseIM: Fusing Probabilistic Traversals for Influence Maximization on Exascale Systems. 38-49 - Juhyeon Lee, Insung Bahk, Hoseung Kim, Sinjin Jeong, Suyeon Lee, Donghyun Min:
An Autonomous Parallelization of Transformer Model Inference on Heterogeneous Edge Devices. 50-61
Session 3A: Memory and Storage Systems
- Chengtao Lai
LCM: LLM-focused Hybrid SPM-cache Architecture with Cache Management for Multi-Core AI Accelerators. 62-73 - Qi Shao
HMComp: Extending Near-Memory Capacity using Compression in Hybrid Memory. 74-84 - Raveendra Soori, Shreyas Prabhu, Harpreet Singh Chawla, Michael Ferdman:
NUCAlloc: Fine-Grained Block Placement in Hashed Last-Level NUCA Caches. 85-97 - Francesc Martínez Palau
Exploiting Vector Code Semantics for Efficient Data Cache Prefetching. 98-109
Session 3B: Emerging supercomputing applications
- Du Wu
Real-time High-resolution X-Ray Computed Tomography. 110-123 - Liang Geng
RayJoin: Fast and Precise Spatial Join. 124-136 - Xiao Fu
Optimizing Attention by Exploiting Data Reuse on ARM Multi-core CPUs. 137-149 - Hans Vandierendonck
Differentiating Set Intersections in Maximal Clique Enumeration by Function and Subproblem Size. 150-163
Session 5A: Reliability, dependability and availability
- Soheil Khadirsharbiyani
Minimizing Coherence Errors via Dynamic Decoupling. 164-175 - Jianping Zeng
Soft Error Resilience at Near-Zero Cost. 176-187 - Vladyslav Oles
Understanding GPU Memory Corruption at Extreme Scale: The Summit Case Study. 188-200 - Dolores Miao
Input Range Generation for Compiler-Induced Numerical Inconsistencies. 201-212
Session 5B: Heterogeneous software: GPUs and domain specific accelerators
- Andreas Plesner
Accurate Computation of the Logarithm of Modified Bessel Functions on GPUs. 213-224 - Benjamin Brock
RDMA-Based Algorithms for Sparse Matrix Multiplication on GPUs. 225-235 - Benjamin Brock
Distributed Ranges: A Model for Distributed Data Structures, Algorithms, and Views. 236-246 - Wenxuan Zhao
Stencil Computation with Vector Outer Product. 247-258
Session 6A: Cloud and ML Systems Efficiency
- Wei Gao
Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters. 259-271 - Franz Kevin Stehle
DeepHYDRA: A Hybrid Deep Learning and DBSCAN-Based Approach to Time-Series Anomaly Detection in Dynamically-Configured Systems. 272-285 - Quentin R. Petit
An Efficient and Scalable Approach to Build Co-occurrence Matrix for DNN's Embedding Layer. 286-297 - Justin McGowen
Scheduling for Cyber-Physical Systems with Heterogeneous Processing Units under Real-World Constraints. 298-311
Session 6B: Accelerator Designs
- Raúl Taranco
SLIDEX: A Novel Architecture for Sliding Window Processing. 312-323 - Zhengang Li
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers. 324-337 - Sungmin Yun
CLAY: CXL-based Scalable NDP Architecture Accelerating Embedding Layers. 338-351 - Xianbin Li
NEOCNN: NTT-Enabled Optical Convolution Neural Network Accelerator. 352-362
Session 8A: Supercomputing Software and Security
- Stepan Vanecek
sys-sage: A Unified Representation of Dynamic Topologies & Attributes on HPC Systems. 363-375 - Yubo Du
RTT-UAF: Reuse Time Tracking for Use-After-Free Detection. 376-387 - Shilpa Babalad
Tile Size and Loop Order Selection using Machine Learning for Multi-/Many-Core Architectures. 388-399 - Alexandre Chen
Matrix-free SBP-SAT finite difference methods and the multigrid preconditioner on GPUs. 400-412
Session 8B: Interconnects and Networks
- 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. 413-425 - Mert Hidayetoglu
CommBench: Micro-Benchmarking Hierarchical Networks with Multi-GPU, Multi-NIC Nodes. 426-436 - Jiajun Huang
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. 437-448 - Ram Sharan Chaulagain
Enhanced UGAL Routing Schemes for Dragonfly Networks. 449-459
Session 9A: Machine learning systems
- Mingyi Li
A Coordinated Strategy for GNN Combining Computational Graph and Operator Optimizations. 460-472 - Wei Gao, Xu Zhang, Shan Huang, Shangwei Guo, Peng Sun, Yonggang Wen
AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads. 473-484 - Baorun Mu
Sylva: Sparse Embedded Adapters via Hierarchical Approximate Second-Order Information. 485-497 - Hanxian Huang
Fasor: A Fast Tensor Program Optimization Framework for Efficient DNN Deployment. 498-510
Session 9B: Software Design for Accelerators
- Keren Zhou
FASTEN: Fast GPU-accelerated Segmented Matrix Multiplication for Heterogenous Graph Neural Networks. 511-524 - Mohammad Kefah Taha Issa
Snoopie: A Multi-GPU Communication Profiler and Visualizer. 525-536 - Yifei Li
RadiK: Scalable and Optimized GPU-Parallel Radix Top-K Selection. 537-548 - Chendi Li
Accelerated Auto-Tuning of GPU Kernels for Tensor Computations. 549-561
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