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A hierarchical optimization approach for industrial task offloading and resource allocation in edge computing systems
With the continuous expansion of the scale of the industrial Internet, edge computing has become an indispensable part of the industrial Internet. In...
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Multi-objective modified emperor penguin optimization for resource allocation in internet of things agriculture applications
Agriculture is dwindling all across the world, which has an impact on ecosystem production capacity. Problems with resource allocation are being...
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Efficiency of higher education financial resource allocation from the perspective of ‘double first-class’ construction: A three-stage global super slacks-based measure analysis
The allocation of financial resources in higher education has always been a hot topic of concern in academia and society. The measurement and...
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Efficient allocation of independent gridlet on small, medium, and large grid
Gridlet allocation in a computational grid environment is a major research issue to obtain not only the efficient gridlet allocation technique but...
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Double auction mechanisms in edge computing resource allocation for blockchain networks
Blockchain, a promising technology, has been extensively applied in numerous fields, such as network security, finance, and medical care. However,...
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Efficiency and optimization of government service resource allocation in a cloud computing environment
According to the connotation and structure of government service resources, data of government service resources in L city from 2019 to 2021 are used...
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Towards optimized scheduling and allocation of heterogeneous resource via graph-enhanced EPSO algorithm
Efficient allocation of tasks and resources is crucial for the performance of heterogeneous cloud computing platforms. To achieve harmony between...
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Edge server placement and allocation optimization: a tradeoff for enhanced performance
Considering the expansion of the Internet of Things (IoT) and the volume of data and user requests, Mobile Edge Computing (MEC) is considered a novel...
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An autonomous architecture based on reinforcement deep neural network for resource allocation in cloud computing
Today, cloud computing technology has attracted the attention of many researchers. According to the needs of users to quickly execute requests and...
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An intelligent real-time workloads allocation in IoT-fog networks
The proliferation of Internet of Things (IoT) devices has given rise to applications that demand real-time responses and minimal delay. Fog computing...
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Distributed reinforcement learning-based memory allocation for edge-PLCs in industrial IoT
The exponential device growth in industrial Internet of things (IIoT) has a noticeable impact on the volume of data generated. Edge-cloud computing...
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Dynamic task offloading for resource allocation and privacy-preserving framework in Kubeedge-based edge computing using machine learning
KubeEdge is an open-source system extending native containerized application orchestration and device management to hosts at the edge. One of the...
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Towards the Application of Multi-Agent Task Allocation to Hygiene Tasks in the Food Production Industry
The food production industry faces the complex challenge of scheduling both production and hygiene tasks. Scheduling is typically done manually....
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The IoT resource allocation and scheduling using Elephant Herding Optimization (EHO-RAS) in IoT environment
IoT is one of the most significant technological breakthroughs and promises a higher level of connection and control in the future. The IoT network...
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Integrating short-term stochastic production planning updating with mining fleet management in industrial mining complexes: an actor-critic reinforcement learning approach
Short-term production planning in industrial mining complexes involves defining daily, weekly or monthly decisions that aim to achieve production...
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Spectrum Allocation Algorithm Based on Improved Chimp Optimization Algorithm
In response to the rapid growth of spectrum resource demand and low utilization of spectrum, this paper proposes a spectrum allocation solution based...
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A Cooperative Game Approach for Solving Water Resources Allocation Problem
In water resources allocation problem, different stakeholders are faced with conflicting objectives and an optimal allocation of shared water...
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An evolutionary simulation-optimization approach for the problem of order allocation with flexible splitting rule in semiconductor assembly
In this study, we propose an evolutionary simulation-optimization algorithm for the order allocation problem with flexible splitting rule in...
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Optimizing the resource allocation in cyber physical energy systems based on cloud storage and IoT infrastructure
Given the prohibited operating zones, losses, and valve point effects in power systems, energy optimization analysis in such systems includes...
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Multi-objective optimal allocation of regional water resources based on slime mould algorithm
The slime mold algorithm (SMA) is applied to optimize the allocation of water resources in Wuzhi. The cost of using mathematical methods to optimize...
