D2D computation task offloading for efficient federated learning by Xiaoran CAI, Xiaopeng MO, Jie XU

“…Federated learning is a kind of distributed machine learning technique.The factor of communication and computation resource constraints at the edge node is becoming the performance bottleneck.In particular,when different edge node has distinct computation and communication capabilities,the model training performance may degrade severely,thus necessitating the joint communication and computation optimization.To tackle this challenge,a computational task offloading scheme enabled by device-to-device (D2D) communications was proposed,in which different edge node exchanged data samples via D2D communication links to balance the processing capability and task load,in order to minimize the total time delay for machine learning model training.Simulation results show that compared to the benchmark scheme without such D2D task offloading the training speed and efficiency of federated learning has be improved significantly.…”
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Features of the Computational Implementation of the Algorithm for Estimating the Lyapunov Exponents of Systems with Delay by Vladimir E. Goryunov

“…We consider the computational implementation of the algorithm for Lyapunov exponents spectrum numerical estimation for delay differential equations. …”
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Perancangan Aplikasi Computer based Test (CBT) Psikotes Berbasis Website by Sistha Putri Hemawati, Hanna Prillysca Chernovita

“…However, paper based tests require a long processing process and ineffective data management. …”
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Recent applications of EEG-based brain-computer-interface in the medical field by Xiu-Yun Liu, Wen-Long Wang, Miao Liu, Ming-Yi Chen, Tânia Pereira, Desta Yakob Doda, Yu-Feng Ke, Shou-Yan Wang, Dong Wen, Xiao-Guang Tong, Wei-Guang Li, Yi Yang, Xiao-Di Han, Yu-Lin Sun, Xin Song, Cong-Ying Hao, Zi-Hua Zhang, Xin-Yang Liu, Chun-Yang Li, Rui Peng, Xiao-Xin Song, Abi Yasi, Mei-Jun Pang, Kuo Zhang, Run-Nan He, Le Wu, Shu-Geng Chen, Wen-Jin Chen, Yan-Gong Chao, Cheng-Gong Hu, Heng Zhang, Min Zhou, Kun Wang, Peng-Fei Liu, Chen Chen, Xin-Yi Geng, Yun Qin, Dong-Rui Gao, En-Ming Song, Long-Long Cheng, Xun Chen, Dong Ming

“…Abstract Brain-computer interfaces (BCIs) represent an emerging technology that facilitates direct communication between the brain and external devices. …”
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Trends in Computer-Aided Manufacturing in Prosthodontics: A Review of the Available Streams by Jaafar Abduo, Karl Lyons, Mohammed Bennamoun

“…The differences reside in the processing protocols, materials used, and their respective accuracy. …”
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Input/Output Library for Higher-Order Computational Fluid Dynamics Data by Rayan Dhib, Vatsalya Sharma, Andrea Lani, Stefaan Poedts

“…This paper introduces the Computational Fluid Dynamics High-Order Writer Library (CFD-HOWL), which performs I/O operations on solution data from high-order CFD simulations. …”
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Multi-Class Classification of Pulmonary Diseases Using Computer Tomography Images by F. Smilianets, О. Finogenov

“… The object of the study the architecture of a neural network designed for processing CT (computed tomography) scan images. The objective of this study is to examine the behavior of an existing neural network, originally constructed for binary classification, within the context of multi-class classification. …”
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DEVELOPING A DIGITALTWIN MODEL FOR CORN, WHEAT AND RAPESEED YIELDS COMPUTATION by Catalin CHITU, Ilinca IMBREA, Stefan BATRINA, Florin IMBREA

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Accounting for contact network uncertainty in epidemic inferences with Approximate Bayesian Computation by Maxwell H. Wang, Jukka-Pekka Onnela

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Living Space Evolution: A New Crowd Based Computational Approach by Xiao Laisheng

“…Inspired by the life cycle and survival of the fittest and combined with the consideration of living space information, a new computational intelligence approach, namely, living space evolution (LSE), is presented. …”
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Key Technologies of Vehicle Active Safety System Based on Computer Vision by Mingzhu Qian, Xiaobao Wang

“…Active vehicle safety systems can monitor vehicle status and driver status online in real time. Computer vision technology simulates biological vision and can analyze, identify, detect, and track the data and information in the captured images. …”
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Fault-tolerant structures for measurement-based quantum computation on a network by Yves van Montfort, Sébastian de Bone, David Elkouss

“…Moreover, the high erasure thresholds of non-cubic lattices may be exploited further in a distributed context, as their performance may be boosted through $\textit{entanglement distillation}$ by trading in entanglement success rates against erasure errors during the error-decoding process. These results highlight the significance of lattice geometry in the design of fault-tolerant measurement-based quantum computing on a network, emphasizing the potential for constructing robust and scalable distributed quantum computers.…”
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Simulating the non-Hermitian dynamics of financial option pricing with quantum computers by Swagat Kumar, Colin Michael Wilmott

“…Although imaginary time evolution is non-unitary, the normalised dynamics of this evolution can be simulated on a quantum computer using the quantum imaginary time evolution (QITE) algorithm. …”
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Computer Methods for the Antimicrobial Efficacy of Metal Nanoparticles Against MDR Microbes by Shanza Anzar, Ayesha Sohail, Lubna Sherin, Peter S. Kim

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Computer technology and Its Application in statistical measurement of college English education by Longmei Gu

“…When it comes to educational statistical measurement, which is one of three key disciplines of educational scientific study in the world today, it has wide practical significance in the process of education and teaching. Therefore, this paper has completed the following tasks: 1) A comprehensive review of the research results of English teaching mode in the computer network environment and educational statistics measurement to guide foreign language teaching practice at home and abroad. 2) Introduce the basic principle of RBF neural network and build a diversified English teaching quality evaluation index system. 3) Using a trained RBF model, input the data, then compare the output results with the expert evaluations. …”
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Long Term Solar Radiation Forecast Using Computational Intelligence Methods by João Paulo Coelho, José Boaventura-Cunha

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Energy- and Resource-Aware Computation Offloading for Complex Tasks in Edge Environment by Kai Peng, Bohai Zhao, Shengjun Xue, Qingjia Huang

“…Mobile users typically have a series of complex tasks consisting of time-constrained workflows and concurrent workflows that need to be processed. However, these tasks cannot be performed directly locally due to resource limitations of the mobile terminal, especially for battery life. …”
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The Role of Artificial Intelligence in Personalized Medicine: A Computer Science Perspective by Raul Mihai RADULESCU

“… This abstract investigates the role of AI in personalized medicine using a computer science lens that connects the underlying theories with their actual applications. …”
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Computer and traditional tools in design activity: Experimental study on students of architecture by Ouafa Saighi, Mohamed Salah Zerouala

“… The worldwide emergence of computer tools in the field of architecture has evolved along with the great advance in digital technologies, extending to the whole process of the project. …”
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The Role of Computer Aided Sketching Software (CAS) in Ideation Stages of Design by Hamid Reza Sharif, Negin Abdolahpoor Rafiei

“…The importance of free-hand sketching on the one hand and the increasing use of computer software in various stages of the architectural design process on the other, havecaused controversies in the selection of appropriate design methods. …”
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