2012 International Conference for High Performance Computing, Networking, Storage and Analysis 2024: all accepted papers
- Accurate and Convenient Energy Measurements for GPUs: A Detailed Study of NVIDIA GPU’s Built-In Power Sensor ↗Zeyu Yang, Karel Adámek, Wesley Armour39 citations
- CUSZP2: A GPU Lossy Compressor with Extreme Throughput and Optimized Compression Ratio ↗Yafan Huang, Sheng Di, Guanpeng Li et al.29 citations
- Boosting Earth System Model Outputs And Saving PetaBytes in Their Storage Using Exascale Climate Emulators ↗Sameh Abdulah, Allison H. Baker, George Bosilca A et al.25 citations
- Exploring GPU-to-GPU Communication: Insights into Supercomputer Interconnects ↗Daniele De Sensi, Lorenzo Pichetti, Flavio Vella et al.24 citations
- A Digital Twin Framework for Liquid-cooled Supercomputers as Demonstrated at Exascale ↗Wesley H. Brewer, Matthias Maiterth, Vineet Kumar et al.21 citations
- Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep LearningWei An, Xiao Bi, Guan-Ting Chen et al.21 citations · our summary
- ParvaGPU: Efficient Spatial GPU Sharing for Large-Scale DNN Inference in Cloud Environments ↗Munkyu Lee, Sihoon Seong, Minki Kang et al.21 citations
- Breaking the Million-Electron and 1 EFLOP/s Barriers: Biomolecular-Scale Ab Initio Molecular Dynamics Using MP2 Potentials ↗Ryan Stocks, Jorge Luis Galvez Vallejo, Fiona Yu et al.20 citations
- AmgT: Algebraic Multigrid Solver on Tensor Cores ↗Yuechen Lu, Lijie Zeng, Tengcheng Wang et al.18 citations
- CUSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation ↗Jinyang Liu, Jiannan Tian, Shixun Wu et al.18 citations
- LLM-Pilot: Characterize and Optimize Performance of your LLM Inference Services ↗Malgorzata Lazuka, Andreea Anghel, Thomas Parnell18 citations
- A Performance-Portable Kilometer-Scale Global Ocean Model on ORISE and New Sunway Heterogeneous Supercomputers ↗Junlin Wei, Xiang Han, Jiangfeng Yu et al.17 citations
- EcoLife: Carbon-Aware Serverless Function Scheduling for Sustainable Computing ↗Yankai Jiang, Rohan Basu Roy, Baolin Li et al.17 citations
- Network-Offloaded Bandwidth-Optimal Broadcast and Allgather for Distributed AI ↗Mikhail Khalilov, Salvatore Di Girolamo, Marcin Chrapek et al.17 citations
- Efficient Tensor Offloading for Large Deep-Learning Model Training based on Compute Express Link ↗Dong Xu, Yuan Feng, Kwang-Sik Shin et al.16 citations
- Large Language Models for Anomaly Detection in Computational Workflows: From Supervised Fine-Tuning to In-Context Learning ↗Hongwei Jin, George Papadimitriou, Krishnan Raghavan et al.16 citations
- Toward Sustainable HPC: In-Production Deployment of Incentive-Based Power Efficiency Mechanism on the Fugaku Supercomputer ↗Ana Luisa Veroneze Solórzano, Kento Sato, Keiji Yamamoto et al.16 citations
- Breaking the Molecular Dynamics Timescale Barrier Using a Wafer-Scale System ↗Kylee Santos, Stan Moore, Tomas Oppelstrup et al.15 citations
- High Performance Unstructured SpMM Computation Using Tensor Cores ↗Patrik Okanovic, Grzegorz Kwaśniewski, Paolo Sylos Labini et al.15 citations
- DFTracer: An Analysis-Friendly Data Flow Tracer for AI-Driven Workflows ↗Hariharan Devarajan, Loïc Pottier, Kaushik Velusamy et al.14 citations
- KaMPIng: Flexible and (Near) Zero-Overhead C++ Bindings for MPI ↗Tim Niklas Uhl, Matthias Schimek, Lukáš Hübner et al.14 citations
- ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability ↗Xiao Wang, Siyan Liu, Aristeidis Tsaris et al.14 citations
- autoGEMM: Pushing the Limits of Irregular Matrix Multiplication on Arm Architectures ↗Du Wu, Jintao Meng, Wenxi Zhu et al.14 citations
- LoRAStencil: Low-Rank Adaptation of Stencil Computation on Tensor Cores ↗Yiwei Zhang, Kun Li, Liang Yuan et al.13 citations
- Toward Capturing Genetic Epistasis from Multivariate Genome-Wide Association Studies Using Mixed-Precision Kernel Ridge Regression ↗Hatem Ltaief, Rabab Alomairy, Qinglei Cao et al.13 citations
- hZCCL: Accelerating Collective Communication with Co-Designed Homomorphic Compression ↗Jiajun Huang, Sheng Di, Xiaodong Yu et al.13 citations
- CoAXIAL: A CXL-Centric Memory System for Scalable Servers ↗Albert Cho, Anish Saxena, Moinuddin K. Qureshi et al.12 citations
- Doubling Graph Traversal Efficiency to 198 TeraTEPS on the Supercomputer Fugaku ↗Junya Arai, Masahiro Nakao, Yuto Inoue et al.12 citations
- PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation ↗Branden Butler, Sixing Yu, Arya Mazaheri et al.12 citations
- Optimizing Distributed ML Communication with Fused Computation-Collective Operations ↗Kishore Punniyamurthy, Khaled Hamidouche, Bradford M. Beckmann11 citations
- Application-Driven Exascale: The JUPITER Benchmark Suite ↗Andreas Herten, Sebastian Achilles, Damián Alvarez et al.10 citations
- MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs ↗Francesco Antici, Andrea Giorgio Bartolini, Zeynep Kiziltan et al.10 citations
- MCFuser: High-Performance and Rapid Fusion of Memory-Bound Compute-Intensive Operators ↗Zheng Zhang, Donglin Yang, Xiaobo Zhou et al.10 citations
- PAL: A Variability-Aware Policy for Scheduling ML Workloads in GPU Clusters ↗Rutwik Jain, Brandon Tran, Keting Chen et al.10 citations
- Scaling Molecular Dynamics with ab initio Accuracy to 149 Nanoseconds per Day ↗Jianxiong Li, Boyang Li, Zhuoqiang Guo et al.10 citations
- Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing ↗Hanfei Yu, Hao Wang, Devesh Tiwari et al.10 citations
- Switch-Less Dragonfly on Wafers: A Scalable Interconnection Architecture based on Wafer-Scale Integration ↗Yinxiao Feng, Kaisheng Ma10 citations
- Accelerating Communication in Deep Learning Recommendation Model Training with Dual-Level Adaptive Lossy Compression ↗Hao Feng, Boyuan Zhang, Fanjiang Ye et al.9 citations
- Atlas: Hierarchical Partitioning for Quantum Circuit Simulation on GPUs ↗Mingkuan Xu, Shiyi Cao, Xupeng Miao et al.9 citations
- Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers ↗Siddharth Singh, Prajwal Singhania, Aditya Ranjan et al.9 citations
- A High-Quality Workflow for Multi-Resolution Scientific Data Reduction and Visualization ↗Daoce Wang, Pascal Grosset, Jesus Pulido et al.8 citations
- Asynchronous Distributed-Memory Parallel Algorithms for Influence Maximization ↗Shubhendra Pal Singhal, Souvadra Hati, Jeffrey Young et al.8 citations
- Automated Code Generation of High-Order Stencils for a Dataflow Architecture ↗Ryuichi Sai, John Mellor‐Crummey, Jinfan Xu et al.8 citations
- DBSR: An Efficient Storage Format for Vectorizing Sparse Triangular Solvers on Structured Grids ↗Xiaojian Yang, Shengguo Li, Fan Yuan et al.8 citations
- GVARP: Detecting Performance Variance on Large-Scale Heterogeneous Systems ↗Xin You, Zhibo Xuan, Hailong Yang et al.8 citations
- Mille-feuille: A Tile-Grained Mixed Precision Single-Kernel Conjugate Gradient Solver on GPUs ↗Dechuang Yang, Yuxuan Zhao, Yiduo Niu et al.8 citations
- MixQ: Taming Dynamic Outliers in Mixed-Precision Quantization by Online Prediction ↗Yidong Chen, Chen Zhang, Rongchao Dong et al.8 citations
- SMIless: Serving DAG-based Inference with Dynamic Invocations under Serverless Computing ↗Chengzhi Lu, Huanle Xu, Yudan Li et al.8 citations
- Understanding Data Movement Patterns in HPC: A NERSC Case Study ↗Anna Giannakou, Damian Hazen, Bjoern Enders et al.8 citations
- A Conflict-aware Divide-and-Conquer Algorithm for Symmetric Sparse Matrix-Vector Multiplication ↗Haozhong Qiu, Chuanfu Xu, Jianbin Fang et al.7 citations
- A Sparsity-Aware Distributed-Memory Algorithm for Sparse-Sparse Matrix Multiplication ↗Yuxi Hong, Aydın Buluç7 citations
- CUDASTF: Bridging the Gap Between CUDA and Task Parallelism ↗Cédric Augonnet, Andrei Alexandrescu, Albert Sidelnik et al.7 citations
- Error-controlled Progressive Retrieval of Scientific Data under Derivable Quantities of Interest ↗Xuan Wu, Qian Gong, Jieyang Chen et al.7 citations
- LLAMP: Assessing Network Latency Tolerance of HPC Applications with Linear Programming ↗Siyuan Shen, Langwen Huang, Marcin Chrapek et al.7 citations
- PARALLAX: A Compiler for Neutral Atom Quantum Computers under Hardware Constraints ↗Jason Ludmir, Tirthak Patel7 citations
- Surpassing Sycamore: Achieving Energetic Superiority Through System-Level Circuit Simulation ↗Rong Fu, Z. B. Su, Han-Sen Zhong et al.7 citations
- TorchGT: A Holistic System for Large-Scale Graph Transformer Training ↗Meng Zhang, Jie Sun, Qinghao Hu et al.7 citations
- A Workflow Roofline Model for End-to-End Workflow Performance Analysis ↗Nan Ding, Brian M. Austin, Yang Liu et al.6 citations
- APTMoE: Affinity-Aware Pipeline Tuning for MoE Models on Bandwidth-Constrained GPU Nodes ↗Yuanxin Wei, Jiangsu Du, Jiazhi Jiang et al.6 citations
- Adaptive Patching for High-resolution Image Segmentation with Transformers ↗Enzhi Zhang, Isaac Lyngaas, Peng Chen et al.6 citations
- Boosting Data Center Performance via Intelligently Managed Multi-backend Disaggregated Memory ↗Jing Wang, Hanzhang Yang, Chao Li et al.6 citations
- Learning Generalizable Program and Architecture Representations for Performance Modeling ↗Lingda Li, Thomas Flynn, Adolfy Hoisie6 citations
- Toward High-Performance Blockchain System by Blurring the Line between Ordering and Execution ↗Donghyeon Ryu, Chanik Park6 citations
- An Evaluation of the Effect of Network Cost Optimization for Leadership Class Supercomputers ↗Awais Ali Khan, John R. Lange, Nick Hagerty et al.5 citations
- Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication ↗Isuru Ranawaka, Md Taufique Hussain, Charles Block et al.5 citations
- Hydrogen: Contention-Aware Hybrid Memory for Heterogeneous CPU-GPU Architectures ↗Yiwei Li, Mingyu Gao5 citations
- MProt-DPO: Breaking the ExaFLOPS Barrier for Multimodal Protein Design Workflows with Direct Preference Optimization ↗Gautham Dharuman, Kyle Hippe, Alexander Brace et al.5 citations
- Pushing the Limit of Quantum Mechanical Simulation to the Raman Spectra of a Biological System with 100 Million Atoms ↗Honghui Shang, Ying Liu, Zhikun Wu et al.5 citations
- Scaling New Heights: Transformative Cross-GPU Sampling for Training Billion-Edge Graphs ↗Yaqi Xia, Donglin Yang, Xiaobo Zhou et al.5 citations
- LONG EXPOSURE: Accelerating Parameter-Efficient Fine-Tuning for LLMs under Shadowy Sparsity ↗Tuowei Wang, Kun Li, Ze Hao et al.4 citations
- Rapid GPU-Based Pangenome Graph Layout ↗Jiajie Li, Jan-Niklas M. Schmelzle, Yixiao Du et al.4 citations
- Static Generation of Efficient OpenMP Offload Data Mappings ↗Luke Marzen, Akash Dutta, Ali Jannesari4 citations
- Accelerating Distributed DLRM Training with Optimized TT Decomposition and Micro-Batching ↗Weihu Wang, Yaqi Xia, Donglin Yang et al.3 citations
- CoRD: Combining Raid and Delta for Fast Partial Updates in Erasure-Coded Storage Clusters ↗Hai Ming Zhou, Dan Feng, Yuchong Hu et al.3 citations
- Enabling 13K-Atom Excited-State GW Calculations via Low-Rank Approximations and HPC on the New Sunway Supercomputer ↗Wentiao Wu, Z. Zhou, Qingcai Jiang et al.3 citations
- Fast and Efficient Scaling for Microservices with SurgeGuard ↗Anyesha Ghosh, Neeraja J. Yadwadkar, Mattan Erez3 citations
- HiRace: Accurate and Fast Data Race Checking for GPU Programs ↗John Jacobson, Martin Burtscher, Ganesh Lalitha Gopalakrishnan3 citations
- M 3 XU: Achieving High-Precision and Complex Matrix Multiplication with Low-Precision MXUs ↗Dongho Ha, Yunan Zhang, Chen-Chien Kao et al.3 citations
- MegaMmap: Blurring the Boundary Between Memory and Storage for Data-Intensive Workloads ↗Luke Logan, Anthony Kougkas, Xian‐He Sun3 citations
- NetCL: A Unified Programming Framework for In-Network Computing ↗George Karlos, Henri E. Bal, Lin Wang3 citations
- On the Efficacy of Surface Codes in Compensating for Radiation Events in Superconducting Devices ↗Marzio Vallero, Gioele Casagranda, Flavio Vella et al.3 citations
- Optimizing Quantum Fourier Transformation (QFT) Kernels for Modern NISQ and FT Architectures ↗Yuwei Jin, Xiangyu Gao, Minghao Guo et al.3 citations
- Realizing Quantum Kernel Models at Scale with Matrix Product State Simulation ↗Mekena Metcalf, Pablo Andrés-Martínez, Nathan Fitzpatrick3 citations
- Towards Exascale Simulations of Nanoelectronic Devices in the GW Approximation ↗Leonard Deuschle, Alexander Maeder, Vincent Maillou et al.3 citations
- Towards Highly Compatible I/O-Aware Workflow Scheduling on HPC Systems ↗Yiqin Dai, Ruibo Wang, Yong Quan Dong et al.3 citations
- Unlocking High Performance with Low-Bit NPUs and CPUs for Highly Optimized HPL-MxP on Cloud Brain II ↗Weicheng Xue, Kai Yang, Yongxiang Liu et al.3 citations
- AutoCheck: Automatically Identifying Variables for Checkpointing by Data Dependency Analysis ↗Xiang Fu, Weiping Zhang, Shiman Meng et al.2 citations
- EXO: Accelerating Storage Paravirtualization with eBPF ↗Shi Yin Qiu, Li Wang, Ying Zhang2 citations
- Efficient Weighted Graph Matching on GPUs ↗Michael Mandulak, Sayan Ghosh, S M Ferdous et al.2 citations
- Enumeration of Billions of Maximal Bicliques in Bipartite Graphs without Using GPUs ↗Zhe Pan, Shuibing He, Xu Li et al.2 citations
- HPAC-ML: A Programming Model for Embedding ML Surrogates in Scientific Applications ↗Zane Fink, Konstantinos Parasyris, Praneet Rathi et al.2 citations
- LEXIQL: Quantum Natural Language Processing on NISQ-era Machines ↗Daniel Silver, Aditya Ranjan, Rakesh Achutha et al.2 citations
- Many-Body Electronic Correlation Energy using Krylov Subspace Linear Solvers ↗Shikhar Shah, Boqin Zhang, Hua Huang et al.2 citations
- Moirae: Generating High-Performance Composite Stencil Programs with Global Optimizations ↗Xiaoyan Liu, Xinyu Yang, Kejie Ma et al.2 citations
- Realizing Joint Extreme-Scale Simulations on Multiple Supercomputers—Two Superfacility Case Studies ↗Theresa Pollinger, Alexander Van Craen, Philipp Offenhäuser et al.2 citations
- RecFlex: Enabling Feature Heterogeneity-Aware Optimization for Deep Recommendation Models with Flexible Schedules ↗Zaifeng Pan, Zheng Zhen, Feng Zhang et al.2 citations
- Reshaping High Energy Physics Applications for Near-Interactive Execution Using TaskVine ↗Barry Sly-Delgado, Benjamín Tovar, Jin Zhou et al.2 citations
- Tango: A Cross-layer Approach to Managing I/O Interference over Local Ephemeral Storage ↗Zhenbo Qiao, Qirui Tian, Zhenlu Qin et al.2 citations
- Versatile Datapath Soft Error Detection on the Cheap for HPC Applications ↗Yafan Huang, Sheng Di, Zhaorui Zhang et al.2 citations
- A Probabilistic Approach To Selecting Build Configurations in Package Managers ↗Daniel Nichols, Harshitha Menon, Todd Gamblin et al.1 citation
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