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Prediction of Wastewater Treatment Plant Effluent Water Quality Using Recurrent Neural Network (RNN) Models
Published 2023-09-01“…The solution to this challenge lies in adopting Long Short-Term Memory (LSTM) cells, known for their inherent memory management through a ‘forget gate’ mechanism. In general, LSTM architecture demonstrates superior performance. …”
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142
SIMPLE BLOCKCHAIN-BASED E-VOTE APPLICATION
Published 2023-04-01“…Rust's emphasis on safety and memory management can help prevent common programming errors that can lead to security vulnerabilities, while task trees can provide a structured approach to managing multiple concurrent voting processes. …”
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143
Implementation features of large economic models
Published 2023-06-01“…These approaches include algorithmic optimizations, memory management techniques, leveraging modern hardware capabilities, and utilizing open-source libraries, frameworks, and cloud computing. …”
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An events based algorithm for distributing concurrent tasks on multi-core architectures
Published 2011“…It is shown that traditional approaches to parallelism including message passing and scatter-gather can be improved upon in terms of speed-up and memory management. Using spatial decomposition to create orthogonal computational tasks, a new task management algorithm called H-Dispatch is developed. …”
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146
ADAM: A Decentralized Parallel Computer Architecture Featuring Fast Thread and Data Migration and a Uniform Hardware Abstraction
Published 2004“…The architecture is abstract, and presents programmers with a simple, uniform fine-grained multithreaded parallel programming model with implicit memory management. In other words, the spatial nature and implementation details (such as the number of processors) of a parallel machine are entirely hidden from the programmer. …”
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Can different types of animation enchance recall and transer of knowledge? A case study on a computer science subject
Published 2012“…This study investigates the effects of animation on student understanding when studying a complex domain in computer science, that is, the subject of memory management concepts in operating systems. A multimedia learning system was developed in three different versions: static graphics, 2-D animation, and 3-D animation. …”
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149
Implementation of reconfigurable viterbi decoders in hardware
Published 2010“…The research looks into optimized methods of memory management and is also aimed for high throughput to be used for high speed applications that are a trend for new and upcoming technologies. …”
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150
Distributed Real-Time Image Processing of Formation Flying SAR Based on Embedded GPUs
Published 2022-01-01“…In particular, the unified memory management method is used to avoid data copying and communication delays between the CPU and GPU. …”
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151
Efficient end-to-end long-read sequence mapping using minimap2-fpga integrated with hardware accelerated chaining
Published 2023-11-01“…Integrating the FPGA kernel into minimap2 posed significant challenges that we solved by accurately predicting the processing time on hardware while considering data transfer overheads, mitigating hardware scheduling overheads in a multi-threaded environment, and optimizing memory management for processing large realistic datasets. …”
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152
Providing truly patient-centred care: Harnessing the pragmatic power of interpreters
Published 2014-12-01“…Aspects considered include the effect of procedural factors (control of turn length, attribution of roles and briefing of participants, use of the first person, memory management and overload) as well as linguistic aspects of the communication flow. …”
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153
Selective Path Automatic Differentiation: Beyond Uniform Distribution on Backpropagation Dropout
Published 2023-01-01“…SPAD extends the existing Randomized Automatic Differentiation, proposed by Oktay et al and which draws random paths through the backpropagation graph with matrix injection, by enabling alternative probability distributions on the backpropagation graph, thereby enhancing learning performance and memory management. In a specific iteration, SPAD evaluates and ranks multiple paths within the backpropagation graph. …”
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154
Multi-Class Retinal Diseases Detection Using Deep CNN With Minimal Memory Consumption
Published 2023-01-01“…From experimental evaluation, it has been concluded that the proposed model performs better regarding memory management and accuracy. The overall comparison has been performed based on precision, recall, and accuracy with different numbers of epochs and time consumption by each step. …”
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155
Kernel Code Integrity Protection at the Physical Address Level on RISC-V
Published 2023-01-01“…Existing prevention mechanisms rely on the memory management unit in which certain memory pages are marked as not-executable in supervisor mode to prevent such attacks. …”
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156
XUnified: A Framework for Guiding Optimal Use of GPU Unified Memory
Published 2022-01-01“…However, it is extremely difficult for programmers to decide when and how to efficiently use NVIDIA’s unified memory because (1) users are usually unaware of which unified memory hint (e.g., <monospace>ReadMostly</monospace>, <monospace>PreferredLocation</monospace>, <monospace>AccessedBy</monospace>) should be used for a data object in the application, and (2) it is tedious and error-prone to do manual memory management (i.e., manual code modifications) for various applications with difference data objects or inputs. …”
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BALSA: integrated secondary analysis for whole-genome and whole-exome sequencing, accelerated by GPU
Published 2014-06-01“…This paper reports an integrated solution, called BALSA, for the secondary analysis of next generation sequencing data; it exploits the computational power of GPU and an intricate memory management to give a fast and accurate analysis. …”
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159
Recent Challenges and Opportunities in Video Summarization With Machine Learning Algorithms
Published 2022-01-01“…This produces a summary of lengthy films, which can save viewers time and enable better memory management. The highlights of a lengthy video are condensed into a video summary. …”
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160
MiRitH: Efficient Post-Quantum Signatures from MinRank in the Head
Published 2024-03-01“…The speedup of our optimized AVX2 implementation relies mostly on a redesign of the finite field arithmetic, improving over existing implementations as well as an improved memory management. …”
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