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SC 2023: Denver, CO, USA
- Dorian Arnold, Rosa M. Badia, Kathryn M. Mohror:
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023, Denver, CO, USA, November 12-17, 2023. ACM 2023
ACM Gordon Bell Finalists
- Sambit Das
, Bikash Kanungo
Large-Scale Materials Modeling at Quantum Accuracy: Ab Initio Simulations of Quasicrystals and Interacting Extended Defects in Metallic Alloys. 1:1-1:12 - Boris Kozinsky
Scaling the Leading Accuracy of Deep Equivariant Models to Biomolecular Simulations of Realistic Size. 2:1-2:12 - Elia Merzari
Exascale Multiphysics Nuclear Reactor Simulations for Advanced Designs. 3:1-3:11 - Yuhang Fu
Toward Exascale Computation for Turbomachinery Flows. 4:1-4:12 - Niclas Jansson
Exploring the Ultimate Regime of Turbulent Rayleigh-Bénard Convection Through Unprecedented Spectral-Element Simulations. 5:1-5:9 - Hatem Ltaief
Scaling the "Memory Wall" for Multi-Dimensional Seismic Processing with Algebraic Compression on Cerebras CS-2 Systems. 6:1-6:12
ACM Gordon Bell Climate Finalists
- Mark Taylor, Peter M. Caldwell, Luca Bertagna, Conrad Clevenger, Aaron Donahue, James G. Foucar, Oksana Guba, Benjamin R. Hillman
The Simple Cloud-Resolving E3SM Atmosphere Model Running on the Frontier Exascale System. 7:1-7:11 - Takemasa Miyoshi
Big Data Assimilation: Real-time 30-second-refresh Heavy Rain Forecast Using Fugaku During Tokyo Olympics and Paralympics. 8:1-8:10 - Shenghong Huang, Junshi Chen, Ziyu Zhang, Xiaoyu Hao, Jun Gu, Hong An, Chun Zhao, Yan Hu, Zhanming Wang, Longkui Chen, Yifan Luo, Jineng Yao, Yi Zhang, Yang Zhao, Zhihao Wang, Dongning Jia, Zhao Jin, Changming Song, Xisheng Luo, Xiaobin He, Dexun Chen:
Establishing a Modeling System in 3-km Horizontal Resolution for Global Atmospheric Circulation triggered by Submarine Volcanic Eruptions with 400 Billion Smoothed Particle Hydrodynamics. 9:1-9:12
Extreme-Scale Applications
- Wubing Wan, Lin Gan, Wenqiang Wang, Zekun Yin
69.7-PFlops Extreme Scale Earthquake Simulation with Crossing Multi-faults and Topography on Sunway. 10:1-10:15 - Yumeng Shi
Large-Scale Simulation of Structural Dynamics Computing on GPU Clusters. 11:1-11:14 - Shunde Li, Zongguo Wang, Lingkun Bu, Jue Wang, Zhikuang Xin, Shigang Li, Yangang Wang, Yangde Feng, Peng Shi, Yun Hu, Xuebin Chi:
ANT-MOC: Scalable Neutral Particle Transport Using 3D Method of Characteristics on Multi-GPU Systems. 12:1-12:13
Global Task Parallelism
- Rohan Yadav
Legate Sparse: Distributed Sparse Computing in Python. 13:1-13:13 - Shumpei Shiina
Itoyori: Reconciling Global Address Space and Global Fork-Join Task Parallelism. 14:1-14:15 - Thiago S. F. X. Teixeira
Automated Mapping of Task-Based Programs onto Distributed and Heterogeneous Machines. 15:1-15:13
Graph Algorithms in HPC
- Zhe Pan
Efficient Maximal Biclique Enumeration on GPUs. 16:1-16:13 - Ghadeer Alabandi
A GPU Algorithm for Detecting Strongly Connected Components. 17:1-17:13 - Wang Feng
PeeK: A Prune-Centric Approach for K Shortest Path Computation. 18:1-18:14
Sustainable Computing
- Baolin Li
Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC Systems. 19:1-19:15 - Baolin Li
Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service. 20:1-20:15 - Md. S. Q. Zulkar Nine
GreenNFV: Energy-Efficient Network Function Virtualization with Service Level Agreement Constraints. 21:1-21:12
Graph Frameworks and Databases
- Maciej Besta
The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores. 22:1-22:18 - Wang Zhang
Graph3PO: A Temporal Graph Data Processing Method for Latency QoS Guarantee in Object Cloud Storage System. 23:1-23:16 - Chun-Yi Liu
MBFGraph: An SSD-based External Graph System for Evolving Graphs. 24:1-24:13
Resource Management
- Qiyang Ding
Mirage: Towards Low-interruption Services on Batch GPU Clusters with Reinforcement Learning. 25:1-25:13 - Burak Aksar
Prodigy: Towards Unsupervised Anomaly Detection in Production HPC Systems. 26:1-26:14 - Jianru Ding
DPS: Adaptive Power Management for Overprovisioned Systems. 27:1-27:14
GPU Middleware and System Software
- Konstantinos Parasyris
Scalable Tuning of (OpenMP) GPU Applications via Kernel Record and Replay. 28:1-28:14 - Zane Fink
HPAC-Offload: Accelerating HPC Applications with Portable Approximate Computing on the GPU. 29:1-29:14 - Wenyan Chen
Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach. 30:1-30:15
High Performance for Graph Operations
- James D. Trotter
Bringing Order to Sparsity: A Sparse Matrix Reordering Study on Multicore CPUs. 31:1-31:13 - Tianhui Shi
GraphSet: High Performance Graph Mining through Equivalent Set Transformations. 32:1-32:14 - Luk Burchard
Space Efficient Sequence Alignment for SRAM-Based Computing: X-Drop on the Graphcore IPU. 33:1-33:16
Message Passing Innovations
- Jintao Peng
Optimizing MPI Collectives on Shared Memory Multi-Cores. 34:1-34:15 - Trevor Steil
Embracing Irregular Parallelism in HPC with YGM. 35:1-35:13 - Marcin Chrapek
HEAR: Homomorphically Encrypted Allreduce. 36:1-36:17
Training Graph Neural Networks
- Kaihua Fu
BLAD: Adaptive Load Balanced Scheduling and Operator Overlap Pipeline For Accelerating The Dynamic GNN Training. 37:1-37:13 - Shiyang Chen
TANGO: re-thinking quantization for graph neural network training on GPUs. 38:1-38:14 - Hongkuan Zhou
DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training. 39:1-39:12
Applications in Materials Science and Biology
- Zhikun Wu
Portable and Scalable All-Electron Quantum Perturbation Simulations on Exascale Supercomputers. 40:1-40:13 - Sayan Roychowdhury
Enhancing Adaptive Physics Refinement Simulations Through the Addition of Realistic Red Blood Cell Counts. 41:1-41:13 - Yangjun Wu
NNQS-Transformer: an Efficient and Scalable Neural Network Quantum States Approach for Ab initio Quantum Chemistry. 42:1-42:13
Data Compression
- Yafan Huang
cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance. 43:1-43:13 - Daoce Wang
AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications. 44:1-44:15 - Tao Lu
ADT-FSE: A New Encoder for SZ. 45:1-45:13
Handling Hardware Faults
- Juan-David Guerrero-Balaguera
Understanding the Effects of Permanent Faults in GPU's Parallelism Management and Control Units. 46:1-46:14 - Meng Wang
Design Considerations and Analysis of Multi-Level Erasure Coding in Large-Scale Data Centers. 47:1-47:13 - Dongwhee Kim
Unity ECC: Unified Memory Protection Against Bit and Chip Errors. 48:1-48:16
Linear Algebra I
- Noel Chalmers
Optimizing High-Performance Linpack for Exascale Accelerated Architectures. 49:1-49:12 - Yang Liu
Unified Communication Optimization Strategies for Sparse Triangular Solver on CPU and GPU Clusters. 50:1-50:15 - Xu Fu
PanguLU: A Scalable Regular Two-Dimensional Block-Cyclic Sparse Direct Solver on Distributed Heterogeneous Systems. 51:1-51:14
Exascale Computing
- Scott Atchley
Frontier: Exploring Exascale. 52:1-52:16 - Nicholas Malaya
Experiences readying applications for Exascale. 53:1-53:13 - Rongfen Lin
5 ExaFlop/s HPL-MxP Benchmark with Linear Scalability on the 40-Million-Core Sunway Supercomputer. 54:1-54:13
Training in HPC Machine Learning
- Mingzhen Li
EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs. 55:1-55:14 - Ziming Liu
Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large Model Training Efficiency. 56:1-56:13 - Lucas Thibaut Meyer
High Throughput Training of Deep Surrogates from Large Ensemble Runs. 57:1-57:16
Data Coordination
- Hyungro Lee
Data Flow Lifecycles for Optimizing Workflow Coordination. 58:1-58:15 - J. Gregory Pauloski
Accelerating Communications in Federated Applications with Transparent Object Proxies. 59:1-59:15 - Jacob Wahlgren
A Quantitative Approach for Adopting Disaggregated Memory in HPC Systems. 60:1-60:14
Quantum Computing
- Tirthak Patel
GRAPHINE: Enhanced Neutral Atom Quantum Computing using Application-Specific Rydberg Atom Arrangement. 61:1-61:15 - Alan Robertson
Mitigating Coupling Map Constrained Correlated Measurement Errors on Quantum Devices. 62:1-62:13 - Aditya Ranjan
Experimental Evaluation of Xanadu X8 Photonic Quantum Computer: Error Measurement, Characterization and Implications. 63:1-63:13
Tensor Computation
- Martin Kong
Automatic Generation of Distributed-Memory Mappings for Tensor Computations. 64:1-64:13 - Edward Hutter
Application Performance Modeling via Tensor Completion. 65:1-65:14 - Maciej Besta
High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations. 66:1-66:16
Topics in Cloud Computing
- Yiming Li
Rethinking Deployment for Serverless Functions: A Performance-First Perspective. 67:1-67:14 - Huizhong Li
FISCO-BCOS: An Enterprise-grade Permissioned Blockchain System with High-performance. 68:1-68:17 - Kaijie Fan
SYnergy: Fine-grained Energy-Efficient Heterogeneous Computing for Scalable Energy Saving. 69:1-69:13
Architecture-Specific Optimization
- Pengyu Wang, Weiling Yang, Jianbin Fang
Optimizing Direct Convolutions on ARM Multi-Cores. 70:1-70:13 - Mikhail Isaev
Calculon: a methodology and tool for high-level co-design of systems and large language models. 71:1-71:14 - Roberto L. Castro
VENOM: A Vectorized N: M Format for Unleashing the Power of Sparse Tensor Cores. 72:1-72:14
Linear Algebra II
- Yuechen Lu
DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multiplication. 73:1-73:14 - David E. Keyes
High-Performance SVD Partial Spectrum Computation. 74:1-74:12 - Linghao Song
ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers. 75:1-75:15
Algorithms on GPUs
- Jingrong Zhang
Parallel Top-K Algorithms on GPU: A Comprehensive Study and New Methods. 76:1-76:13 - Alex Fallin
A High-Performance MST Implementation for GPUs. 77:1-77:13 - Junmin Xiao
Adaptive Workload-Balanced Scheduling Strategy for Global Ocean Data Assimilation on Massive GPUs. 78:1-78:15
Applications of Machine Learning
- Yiyuan Li
Rapid simulations of atmospheric data assimilation of hourly-scale phenomena with modern neural networks. 79:1-79:13 - Arthur Feeney
Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers. 80:1-80:15 - Junqi Yin
FORGE: Pre-Training Open Foundation Models for Science. 81:1-81:13
Data Centers and Large Distributed Systems
- Cyrus Tanade
Cloud Computing to Enable Wearable-Driven Longitudinal Hemodynamic Maps. 82:1-82:14 - Marcin Bienkowski
Optimizing Reconfigurable Optical Datacenters: The Power of Randomization. 83:1-83:11 - Theresa Pollinger
Leveraging the Compute Power of Two HPC Systems for Higher-Dimensional Grid-Based Simulations with the Widely-Distributed Sparse Grid Combination Technique. 84:1-84:14
Fault Tolerance and FPGA Codesign
- Ali Asgari Khoshouyeh
Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults. 85:1-85:17 - Zhengyang He
Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication. 86:1-86:13 - Wenqi Jiang
Co-design Hardware and Algorithm for Vector Search. 87:1-87:15
Code Optimization
- Philipp Schaad
FuzzyFlow: Leveraging Dataflow To Find and Squash Program Optimization Bugs. 88:1-88:15 - Kazem Cheshmi
Runtime Composition of Iterations for Fusing Loop-carried Sparse Dependence. 89:1-89:15 - Xin You
TrivialSpy: Identifying Software Triviality via Fine-grained and Dataflow-based Value Profiling. 90:1-90:13
Graph Analytics
- Pengmiao Zhang
Phases, Modalities, Spatial and Temporal Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics. 91:1-91:15 - Yiqian Liu
Choosing the Best Parallelization and Implementation Styles for Graph Analytics Codes: Lessons Learned from 1106 Programs. 92:1-92:14 - Abdullah Al Raqibul Islam
DGAP: Efficient Dynamic Graph Analysis on Persistent Memory. 93:1-93:13
High Performance I/O
- Zanhua Huang
I/O in WRF: A Case Study in Modern Parallel I/O Techniques. 94:1-94:13 - Ed Karrels
Fine-grained Policy-driven I/O Sharing for Burst Buffers. 95:1-95:12 - Yingjin Qian
Xfast: Extreme File Attribute Stat Acceleration for Lustre. 96:1-96:12
Molecular Dynamics Applications and Accelerators
- Jianxiong Li
Enhance the Strong Scaling of LAMMPS on Fugaku. 97:1-97:13 - Chunshu Wu
FASDA: An FPGA-Aided, Scalable and Distributed Accelerator for Range-Limited Molecular Dynamics. 98:1-98:14 - Xiaohui Duan
Enabling Real World Scale Structural Superlubricity All-Atom Simulation on the Next-Generation Sunway Supercomputer. 99:1-99:14
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