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Short-term prediction of wind power generation based on VMD-GSWOA-LSTM model
AIP Advances, 2023 To improve the short-term wind power output prediction accuracy and overcome the model prediction instability problem, we propose a combined prediction model based on variational modal decomposition (VMD) combined with the improved whale algorithm (GSWOA)
Tongguang Yang +4 more
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Recent Advances in Collaborative Scheduling of Computing Tasks in an Edge Computing Paradigm
Sensors, 2021 In edge computing, edge devices can offload their overloaded computing tasks to an edge server. This can give full play to an edge server’s advantages in computing and storage, and efficiently execute computing tasks.
Shichao Chen +3 more
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Introduction to edge computing
, 2020 Edge computing is the model that extends cloud computing services to the edge of the network. This model aims to move decision-making operations as close as possible to data sources since it acts as an intermediate layer connecting cloud data centres to ...
Taheri, Javid, +3 more
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EdgeFaaSBench: Benchmarking Edge Devices Using Serverless Computing
, 2022 Due to the development of small-size, energy-efficient, and powerful CPUs and GPUs for single-board computers, various edge devices are widely adopted for hosting real-world applications, including real-time object detection, autonomous driving, and ...
Wang, Wei +4 more
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Pervasive Computing at the Edge [PDF]
IEEE Pervasive Computing, 2020 Today the infrastructure needed to support pervasive computing and the Internet of Things (IoT) is unparalleled as entirely new classes of applications and systems emerge. For example, pervasive systems designed to augment human cognition with tasks such as face recognition must operate at “superhuman speeds,” delivering insights to help with human ...
Paramvir Victor Bahl +3 more
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Key Technologies of Edge Computing Gateway and Its Application
Kongzhi Yu Xinxi Jishu, 2022 Traditional central cloud computing model has disadvantages such as heavy data computing load and low efficiency. For this reason, edge computing gateway has received great attention and extensive research. As an improvement to cloud computing technology,
LI Wenhao, CHEN Zhongsheng
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Edge-Oriented Computing: A Survey on Research and Use Cases
Energies, 2022 Edge computing is a distributed computing paradigm such that client data are processed at the periphery of the network, as close as possible to the originating source.
Nour Alhuda Sulieman +4 more
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Testing Challenges and Approaches in Edge Computing
, 2021 As known from the Internet of Things (IoT) testing there also exist multiple challenges for the Edge Computing (EC) quality assurance and automated testing process.
Hackel, Sascha +2 more
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READ: Robustness-Oriented Edge Application Deployment in Edge Computing Environment
, 2022 In recent years, edge computing has emerged as a prospective distributed computing paradigm that overcomes several limitations of cloud computing. In the edge computing environment, a service provider can deploy its application instances on edge servers ...
Li, Bo +6 more
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