Výsledky vyhledávání - distributed computing hierarchies

Distributed Deep Neural Networks Over the Cloud, the Edge and End Devices Autor Teerapittayanon, Surat, McDanel, Bradley, Kung, H. T.

“…We propose distributed deep neural networks (DDNNs) over distributed computing hierarchies, consisting of the cloud, the edge (fog) and end devices…”
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Wearable Computing With Distributed Deep Learning Hierarchy: A Study of Fall Detection Autor Qian, Xiaoye, Chen, Huan, Jiang, Haotian, Green, Justin, Cheng, Haoyou, Huang, Ming-Chun

“… Accordingly, in this paper, a distributed hierarchical deep learning system is proposed. The proposed system applying a distributed hierarchical neural network over a cloud server and smartphone…”
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Regulating a Distributed Computing Model via Chomsky Hierarchy Autor Sureshkumar, William, Rama, Reghavan

“…The authors have proposed in this article the regulated evolution of isotonic arrays in P systems. Such an evolution of connected arrays in P systems in a…”
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Evaluating distributed IoT databases for edge/cloud platforms using the analytic hierarchy process Autor Alelaiwi, Abdulhameed

“… The analytic hierarchy process (AHP) is a multi-criteria decision tool that simplifies the decision-making process…”
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The communication complexity hierarchy in distributed computing Autor Santoro, Nicola, Gafni, Eli

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Extending the wait-free hierarchy to multi-threaded systems Autor Perrin, Matthieu, Mostéfaoui, Achour, Bonin, Grégoire, Courtillat-Piazza, Ludmila

“…In modern operating systems and programming languages adapted to multicore computer architectures, parallelism is abstracted by the notion of execution threads…”
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Online querying of d-dimensional hierarchies Autor Doka, Katerina, Tsoumakos, Dimitrios, Koziris, Nectarios

“…In this paper we describe a distributed system designed to efficiently store, query and update multidimensional data organized into concept hierarchies and dispersed over a network…”
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Exploiting hierarchy parallelism for molecular dynamics on a petascale heterogeneous system: Heterogeneity on Parallel and Distributed Computing Autor QIANG WU, CANQUN YANG, TAO TANG, LIQUAN XIAO

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Parallel and distributed computing for an area-decoupled state estimation method for distribution systems Autor Huang, Wei, Pang, Lin, Cao, Bin, Hua, Liang-Liang

“…Considering the scale of current distribution systems, parallel and distributed computing is addressed…”
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Topological Dependencies in Deep Learning for Mobile Edge: Distributed and Collaborative High-Speed Inference Autor Abd Algani, Yousef Methkal, Kumar, A Suresh, Ala Walid, Md. Abul, S, Balu, Velayutham, Priya, Sasi Kumar, A.

“…Edge computing is now widely deployed across the globe. Although the Internet serves as the foundation for edge computing, the actual usefulness of this type…”
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THE COMMUNICATIONS COMPLEXITY HIERARCHY IN DISTRIBUTED COMPUTING Autor J. B. Sidney, J. Urrutia

“…Since the pioneering research of Cook [1] and Karp [3] in computational complexity, an enormous amount of research has been directed toward establishing the position of problems in the complexity hierarchy…”
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The communication complexity hierarchy in distributed computing Autor Santoro, Nicola, Gafni, Eli

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Separating lock-freedom from wait-freedom at every level of the consensus hierarchy Autor Attiya, Hagit, Castañeda, Armando, Hendler, Danny, Perrin, Matthieu

“…•The separation holds for any level of the consensus hierarchy. A long-standing open question has been whether lock-freedom and wait-freedom are fundamentally different…”
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Towards reliable and trustful personal health record systems: a case of cloud-dew architecture based provenance framework Autor Khan, Fakhri Alam, Shaheen, Sadaf, Asif, Muhammad, Rahman, Atta Ur, Imran, Muhammad, Rehman, Saeed Ur

“… concept offering high scalability and availability in vertically distributed computing hierarchy…”
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Building engineering safety risk assessment and early warning mechanism construction based on distributed machine learning algorithm Autor Liu, Hongmei, Tian, Guiliang

“… Among them, the distributed computing platform greatly improves the productivity of programmers by abstracting the implementation details of distributed computing, and is widely used in building safety assessment…”
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Distributed Deep Neural Networks over the Cloud, the Edge and End Devices Autor Teerapittayanon, Surat, McDanel, Bradley, Kung, H T

“…We propose distributed deep neural networks (DDNNs) over distributed computing hierarchies, consisting of the cloud, the edge (fog) and end devices…”
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Igneous: Distributed dense 3D segmentation meshing, neuron skeletonization, and hierarchical downsampling Autor Silversmith, William, Zlateski, Aleksandar, Bae, J. Alexander, Tartavull, Ignacio, Kemnitz, Nico, Wu, Jingpeng, Seung, H. Sebastian

“… Igneous is a Python-based distributed computing framework that enables economical meshing, skeletonization, image hierarchy creation, and data management using cloud or cluster computing…”
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A Distributed Learning Simulation Platform for Edge Hierarchies Autor Bhushan, Alka, Shirke, Aniket, Lahoti, Govind, Bellur, Umesh

“… them. The resulting Edge computing hierarchy is used to run a given DNN for the application in a data distributed fashion, rolling up learned parameter values up a hierarchy of parameter servers that merge…”
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On designing the adaptive computation framework of distributed deep learning models for Internet-of-Things applications Autor Tu, Chia-Heng, Sun, QiHui, Cheng, Mu-Hsuan

“…), to facilitate the inference computations of a trained DDNN model to be collaboratively executed by the machines in a distributed computing…”
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Distributed Computation using Evolutionary Consciousness : An Approach Autor Bagchi, Susmit

“…The modeling of biological phenomena and its adaptations to distributed computing are promising research areas…”
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