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检索条件"任意字段=International Conference on Advances in Parallel and Distributed Computing"
24639 条 记 录,以下是281-290 订阅
排序:
Resource-Limited Localized Adaptive Adversarial Training for Machine Learning Model  21
Resource-Limited Localized Adaptive Adversarial Training for...
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21st IEEE international Symposium on parallel and distributed Processing with Applications, 13th IEEE international conference on Big Data and Cloud computing, 16th IEEE international conference on Social computing and Networking and 13th international conference on Sustainable computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2023
作者: Rajhi, Mohammed Pissinou, Niki Florida International University School of Computing and Information Sciences MiamiFL United States Jazan University Faculty of Computer Science & Information Technology Jazan Saudi Arabia
Balancing robustness and computational efficiency in machine learning models is challenging, especially in settings with limited resources like mobile and IoT devices. This study introduces Adaptive and Localized Adve... 详细信息
来源: 评论
HM2: Efficient Host Memory Management for RDMA-Enabled distributed Systems  23
HM2: Efficient Host Memory Management for RDMA-Enabled Distr...
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32nd international Symposium on High-Performance parallel and distributed computing (HPDC) part of the ACM Federated computing Research conference (FCRC)
作者: Tang, Chen Chu, Zhaole Jin, Peiquan Luo, Yongping Guo, Kuankuan Univ Sci Technol China Hefei Peoples R China ByteDance Inc Beijing Peoples R China
Remote direct memory access (RDMA) supports zero-copy networking by transferring data from clients directly to host memory, eliminating the need to copy data between clients' memory and the data buffers in the hos... 详细信息
来源: 评论
GraVAC: Adaptive Compression for Communication-Efficient distributed DL Training  16
GraVAC: Adaptive Compression for Communication-Efficient Dis...
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IEEE 16th international conference on Cloud computing (IEEE CLOUD)
作者: Tyagi, Sahil Swany, Martin Indiana Univ Bloomington IN 47405 USA
distributed data-parallel (DDP) training improves overall application throughput as multiple devices train on a subset of data and aggregate updates to produce a globally shared model. The periodic synchronization at ... 详细信息
来源: 评论
A Unified Graph Framework for Storage-Compute Coupled Cluster and High-Density computing Cluster
A Unified Graph Framework for Storage-Compute Coupled Cluste...
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2024 international Workshop on Big Data in Emergent distributed Environments, BIDEDE 2024, in conjunction with the 2024 ACM SIGMOD/PODS conference
作者: Lin, Lynsey Chen, Jamie Sun, Ricky Zhang, Jason Wang, Victor Ultipa Inc United States
In this paper, we present a novel unified framework that seamlessly integrates distributed computing and high-density graph computing. Our approach leverages a hybrid architecture that combines the strengths of both p... 详细信息
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Methods of increasing data reliability based on distributed and parallel technologies based on blockchain
Methods of increasing data reliability based on distributed ...
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international conference on Artificial Intelligence, Blockchain, computing and Security, ICABCS 2023
作者: Makhmadiyarovich, Nazarov Fayzullo Sherzodjon, Yarmatov Samarkand State University named after Sharof Rashidov Samarkand Uzbekistan
This article examines directions and mechanisms for increasing data reliability in computer networks. Currently, the rapid development of information technologies, the rapid growth of data flow, high-quality data proc... 详细信息
来源: 评论
A Cloud-Agnostic Serverless Architecture for distributed Machine Learning  11
A Cloud-Agnostic Serverless Architecture for Distributed Mac...
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11th IEEE/ACM international conference on Big Data computing, Applications and Technologies, BDCAT 2024
作者: Predoaia, Ionut Garcia-Lopez, Pedro University of York United Kingdom Universitat Rovira i Virgili Spain
Serverless computing has shown vast potential for big data analytics applications, especially involving machine learning algorithms. Nevertheless, little consideration has been given in the literature to cloud-agnosti... 详细信息
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distributed Multi-GPU Community Detection on Exascale computing Platforms
Distributed Multi-GPU Community Detection on Exascale Comput...
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1st international conference on Smart Energy Systems and Artificial Intelligence (SESAI)
作者: Sattar, Naw Safrin Lu, Hao Wang, Feiyi Halappanavar, Mahantesh Oak Ridge Natl Lab Oak Ridge TN 37830 USA Pacific Northwest Natl Lab Richland WA 99352 USA
Community detection is a fundamental operation in graph mining, and by uncovering hidden structures and patterns within complex systems it helps solve fundamental problems pertaining to social networks, such as inform... 详细信息
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PROPACK: Executing Concurrent Serverless Functions Faster and Cheaper  23
PROPACK: Executing Concurrent Serverless Functions Faster an...
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32nd international Symposium on High-Performance parallel and distributed computing (HPDC) part of the ACM Federated computing Research conference (FCRC)
作者: Basu, Rohan Patel, Tirthak Liew, Richmond Babuji, Yadu Nand Chard, Ryan Tiwari, Devesh Northeastern Univ Boston MA 02115 USA Rice Univ Houston TX 77251 USA Argonne Natl Lab Argonne IL 60439 USA
The serverless computing model has been on the rise in recent years due to a lower barrier to entry and elastic scalability. However, our experimental evidence suggests that multiple serverless computing platforms suf... 详细信息
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Performance Optimization of distributed Machine Learning Algorithms Based on Cloud computing in Big Data Analysis
Performance Optimization of Distributed Machine Learning Alg...
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2024 international conference on Telecommunications and Power Electronics, TELEPE 2024
作者: Xie, Mengyi Quanzhou University of Information Engineering Fujian Quanzhou362000 China
Big data technology is increasingly penetrating various industries, bringing unprecedented opportunities to enterprises and society with its powerful data processing and analysis capabilities. At the same time, the ra... 详细信息
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Towards Content-Based Image Retrieval for Encrypted Images over Cloud computing: Review of Recent Trends
Towards Content-Based Image Retrieval for Encrypted Images o...
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2023 international Telecommunications conference, ITC-Egypt 2023
作者: Elsayd, Rowayda A. Rashad, Metwally El-Attar, Noha E. Elsawy, Ahmed Benha University Faculty of Computers and Artificial Intelligence Department of Computer Science Benha Egypt Benha University Faculty of Computers and Artificial Intelligence Department of Information Systems Benha Egypt Information Technology Department Faculty of Technological Industry and Energy Delta University Egypt
Recent advances in imaging and computing technology generate tremendous image data daily. Searching image collections has been made easier with the introduction of some content-based image retrieval (CBIR) approaches.... 详细信息
来源: 评论