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检索条件"机构=The Center for High Performance Computing and Data Science"
1857 条 记 录,以下是1-10 订阅
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I/O Latency Management in Private Cloud Infrastructures  25th
I/O Latency Management in Private Cloud Infrastructures
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25th International Conference on Parallel and Distributed computing, Applications and Technologies, PDCAT 2024
作者: HoseinyFarahabady, MohammadReza Zomaya, Albert Y. School of Computer Science Center for Distributed and High Performance Computing The University of Sydney SydneyNSW Australia
This paper examines how co-locating multiple VMs on a single physical server with shared storage impacts I/O performance, specifically focusing on latency of I/O operations, and the overall throughput. We introduce a ... 详细信息
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Out-of-Memory GPU Sorting Using Asynchronous CUDA Streams  25th
Out-of-Memory GPU Sorting Using Asynchronous CUDA Streams
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25th International Conference on Parallel and Distributed computing, Applications and Technologies, PDCAT 2024
作者: HoseinyFarahabady, MohammadReza Zomaya, Albert Y. School of Computer Science Center for Distributed and High Performance Computing The University of Sydney SydneyNSW Australia
Graphics Processing Units (GPUs) are widely used as powerful hardware accelerators for data-intensive tasks. However, their efficacy can be hindered by constraints in device memory and data transfer speeds via the PCI... 详细信息
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Containerized data-Flow Processing for Scalable Real-Time Analytics on Edge Devices  25th
Containerized Data-Flow Processing for Scalable Real-Time A...
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25th International Conference on Parallel and Distributed computing, Applications and Technologies, PDCAT 2024
作者: HoseinyFarahabady, MohammadReza Y. Zomaya, Albert School of Computer Science Center for Distributed and High Performance Computing The University of Sydney SydneyNSW2006 Australia
The increasing demand for real-time data analysis in Internet of Things (IoT) ecosystems has created several challenges, particularly in environments where resources are limited, and minimizing data processing latency... 详细信息
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Situational Scene Graph for Structured Human-Centric Situation Understanding
Situational Scene Graph for Structured Human-Centric Situati...
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2025 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2025
作者: Sugandhika, Chinthani Li, Chen Rajan, Deepu Fernando, Basura College of Computing and Data Science Nanyang Technological University Singapore Centre for Frontier Ai Research Agency for Science Technology and Research Singapore Institute of High-Performance Computing Agency for Science Technology and Research Singapore
Graph based representation has been widely used in modelling spatio-temporal relationships in video understanding. Although effective, existing graph-based approaches focus on capturing the human-object relationships ... 详细信息
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A high ORDER SCHEME FOR FRACTIONAL DIFFERENTIAL EQUATIONS WITH THE CAPUTO-HADAMARD DERIVATIVE
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Journal of Computational Mathematics 2025年 第3期43卷 615-640页
作者: Xingyang Ye Junying Cao Chuanju Xu School of Science Jimei UniversityXiamen 361021China School of Data Science and Information Engineering Guizhou Minzu UniversityGuiyang 550025China School of Mathematical Sciences and Fujian Provincial Key Laboratory of Mathematical Modeling and High Performance Scientific Computing Xiamen UniversityXiamen 361005China
In this paper,we consider numerical solutions of the fractional diffusion equation with theαorder time fractional derivative defined in the Caputo-Hadamard sense.A high order time-stepping scheme is constructed,analy... 详细信息
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Can LLMs Perform Structured Graph Reasoning Tasks?  27th
Can LLMs Perform Structured Graph Reasoning Tasks?
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27th International Conference on Pattern Recognition, ICPR 2024
作者: Agrawal, Palaash Vasania, Shavak Tan, Cheston Center for Frontier AI Research Agency for Science Technology and Research Singapore Singapore Institute of High Performance Computing Agency for Science Technology and Research Singapore Singapore UWCSEA Dover High School Singapore Singapore
Pretrained Large Language Models (LLMs) have demonstrated various reasoning capabilities through language-based prompts alone, particularly in unstructured task settings (i.e. tasks purely based on language semantics)... 详细信息
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swDarknet: A Heterogeneous Parallel Deep Learning Framework Suitable for SW26010 Pro Processor  20th
swDarknet: A Heterogeneous Parallel Deep Learning Framework ...
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20th IFIP WG 10.3 International Conference on Network and Parallel computing, NPC 2024
作者: Liu, Huazeng Tian, Min Wu, Xiaoming Yang, Meihong Ren, Zenghui Li, Yanlong Jinan China Jinan Key Laboratory of High Performance Computing Shandong Provincial Key Laboratory of Computer Networks Shandong Fundamental Research Center for Computer Science Jinan China
As the size of AI models grows dramatically to achieve higher accuracy, more and more models are trained on supercomputers with massive computing and memory. However, it is still challenging to accelerate deep learnin... 详细信息
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Hybrid forecasting of demand flexibility: A top-down approach for thermostatically controlled loads
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Energy and AI 2025年 20卷
作者: Massidda, Luca Marrocu, Marino CRS4 Center for Advanced Studies Research and Development in Sardinia Italy National Research Center in High Performance Computing Big Data and Quantum Computing Italy
Demand-side flexibility is crucial to balancing supply and demand, as renewable energy sources are increasingly integrated into the energy mix, and heating and transport systems are becoming more and more electrified.... 详细信息
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Benchmarking data Heterogeneity Evaluation Approaches for Personalized Federated Learning
Benchmarking Data Heterogeneity Evaluation Approaches for P...
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International Workshop on Trustworthy Federated Learning, FL 2024
作者: Li, Zhilong Wu, Xiaohu Tang, Xiaoli He, Tiantian Ong, Yew-Soon Chen, Mengmeng Liu, Qiqi Lao, Qicheng Yu, Han Beijing University of Posts and Telecommunications Beijing China College of Computing and Data Science Nanyang Technological University Singapore Singapore Institute of High Performance Computing Agency for Science Technology and Research Singapore Singapore Centre for Frontier AI Research Agency for Science Technology and Research Singapore Singapore School of Engineering Westlake University Hangzhou China
There is growing research interest in measuring the statistical heterogeneity of clients’ local datasets. Such measurements are used to estimate the suitability for collaborative training of personalized federated le... 详细信息
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Enhancing Medical Diagnosis with Fine-Tuned Large Language Models: Addressing Cardiogenic Pulmonary Edema (CPE)  24
Enhancing Medical Diagnosis with Fine-Tuned Large Language M...
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11th International Conference on Biomedical and Bioinformatics Engineering, ICBBE 2024
作者: Chiu, Yen-Jung Chuang, Chao-Chun Hwa, Kuo-Yuan Department of Biomedical Engineering Ming Chuan University Taipei Taiwan National Center For High-Performance Computing Hsinchu Taiwan Department of Molecular Science and Engineering National Taipei University of Technology Taipei Taiwan
Large Language Models (LLMs) have revolutionized natural language processing (NLP) with significant advancements in text generation. LLMs often struggle with complex domain-specific tasks, such as medical report analy... 详细信息
来源: 评论