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检索条件"任意字段=Distributed Memory Computing Conference"
8902 条 记 录,以下是11-20 订阅
Reservoir Echo State Network for Classification of Multivariate Time Series  30
Reservoir Echo State Network for Classification of Multivari...
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30th International conference on High Performance computing, Data, and Analytics (HiPC)
作者: Purkayastha, Basab Bijoy Barma, Shovan Indian Inst Technol Guwahati Dept Phys Gauhati India Indian Inst Informat Technol Guwahati Dept ECE Gauhati India
Multivariate time series (MTS) classification has been tackled using various methods, including Reservoir computing (RC), which generates efficient vectorized representations like reservoir state (RS). RS shines when ... 详细信息
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MegaMmap: Blurring the Boundary Between memory and Storage for Data-Intensive Workloads  24
MegaMmap: Blurring the Boundary Between Memory and Storage f...
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2024 International conference for High Performance computing, Networking, Storage and Analysis
作者: Logan, Luke Kougkas, Anthony Sun, Xian-He IIT Chicago IL 60616 USA
Large-scale data analytics, scientific simulation, and deep learning codes in HPC perform massive computations on data greatly exceeding the bounds of main memory. These out-of-core algorithms suffer from severe data ... 详细信息
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A Sparsity-Aware distributed-memory Algorithm for Sparse-Sparse Matrix Multiplication  24
A Sparsity-Aware Distributed-Memory Algorithm for Sparse-Spa...
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2024 International conference for High Performance computing, Networking, Storage and Analysis
作者: Hong, Yuxi Buluc, Aydin Univ Calif Berkeley Appl Math & Computat Res Div Berkeley CA 94720 USA
Multiplying two sparse matrices (SpGEMM) is a common computational primitive used in many areas including graph algorithms, bioinformatics, algebraic multigrid solvers, and randomized sketching. distributed-memory par... 详细信息
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Accelerating distributed DLRM Training with Optimized TT Decomposition and Micro-Batching  24
Accelerating Distributed DLRM Training with Optimized TT Dec...
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2024 International conference for High Performance computing, Networking, Storage and Analysis
作者: Wang, Weihu Xia, Yaqi Yang, Donglin Zhou, Xiaobo Cheng, Dazhao Wuhan Univ Sch Comp Sci Wuhan Peoples R China NVIDIA Santa Clara CA USA Univ Macau IOTSC Taipa Macao Peoples R China Univ Macau Dept CIS Taipa Macao Peoples R China
Deep Learning Recommendation Models (DLRMs) are pivotal in various sectors, yet they are hindered by the high memory demands of embedding tables and the significant communication overhead in distributed training envir... 详细信息
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Asynchronous distributed-memory Parallel Algorithms for Influence Maximization  24
Asynchronous Distributed-Memory Parallel Algorithms for Infl...
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2024 International conference for High Performance computing, Networking, Storage and Analysis
作者: Singhal, Shubhendra Pal Hati, Souvadra Young, Jeffrey Sarkar, Vivek Hayashi, Akihiro Vuduc, Richard Georgia Inst Technol Atlanta GA 30332 USA
Influence maximization (IM) is the problem of finding the k most influential nodes in a graph. We propose distributed-memory parallel algorithms for the two main kernels of a state-of-the-art implementation of one IM ... 详细信息
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Performance Analysis of the NICAM Benchmark on MN-Core Processor
Performance Analysis of the NICAM Benchmark on MN-Core Proce...
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2024 Workshops of the International conference for High Performance computing, Networking, Storage and Analysis, SC Workshops 2024
作者: Takayashiki, Hikaru Saito, Natsuko Imachi, Hiroto Sakamoto, Ryo Makino, Junichiro Fixstars Corporation Tokyo Japan Preferred Networks Inc. Tokyo Japan Kobe University Kobe Japan
Large-scale Computational Fluid Dynamics (CFD) simulations are typical HPC applications that require both high memory bandwidth and large memory capacity. However, it is difficult to achieve high performance for such ... 详细信息
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Distributing Context-Aware Shared memory Data Structures: A Case Study on Singly-Linked Lists  25
Distributing Context-Aware Shared Memory Data Structures: A ...
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26th International conference on distributed computing and Networking, ICDCN 2025
作者: Ravishankar, Raaghav Kulkarni, Sandeep Peri, Sathya Sharma, Gokarna Michigan State University East LansingMI United States Indian Institute of Technology Hyderabad Hyderabad India Kent State University KentWA United States
In this paper, we study the partitioning of a context-aware shared memory data structure so that it can be implemented as a distributed data structure running on multiple machines. By context-aware data structures, we...
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A Scratchpad Spiking Neural Network Accelerator  3
A Scratchpad Spiking Neural Network Accelerator
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3rd International conference on computing and Machine Intelligence (ICMI)
作者: Karakchi, Rasha Univ South Carolina Dept Comp Sci & Engn Columbia SC 29208 USA
Spiking Neural Networks (SNNs) have recently been used as a computational model for applications such as deep learning, image recognition and machine learning. Similar to the biological brain, SNN neurons depend on th... 详细信息
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Batch Updates of distributed Streaming Graphs using Linear Algebra
Batch Updates of Distributed Streaming Graphs using Linear A...
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2024 Workshops of the International conference for High Performance computing, Networking, Storage and Analysis, SC Workshops 2024
作者: Hassani, Elaheh Hussain, Md Taufique Azad, Ariful Indiana University Dept. of Intelligent Systems Engineering BloomingtonIN United States
We develop a distributed-memory parallel algorithm for performing batch updates on streaming graphs, where vertices and edges are continuously added or removed. Our algorithm leverages distributed sparse matrices as t... 详细信息
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FastStore: A High-Performance RDMA-enabled distributed Key-Value Store with Persistent memory  43
FastStore: A High-Performance RDMA-enabled Distributed Key-V...
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43rd IEEE International conference on distributed computing Systems (ICDCS)
作者: Xiong, Ziwei Jiang, Dejun Xiong, Jin Chinese Acad Sci Inst Comp Technol State Key Lab Processors Beijing Peoples R China Chinese Acad Sci Inst Comp Technol Res Ctr Adv Comp Syst Beijing Peoples R China Univ Chinese Acad Sci Beijing Peoples R China
distributed persistent key-value store (KVS) plays an important role in today's storage infrastructure. The development of persistent memory (PM) and remote direct memory access (RDMA) allows to build distributed ... 详细信息
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