Efficient Anomaly Detection for Edge Clouds: Mitigating Data and Resource Constraints

Efficient Anomaly Detection for Edge Clouds: Mitigating Data and Resource Constraints

Anomaly detection plays a vital role in ensuring the security and reliability of edge clouds, which are decentralized computing environments with limited resources. However, the unique challenges of limited computing power and lack of edge-related labeled training data pose significant obstacles to...

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Bibliographic Details
Main Authors: Javad Forough, Hamed Haddadi, Monowar Bhuyan, Erik Elmroth
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Anomaly detection
data constraints
edge clouds
knowledge distillation
resource constraints
transfer learning
Online Access:https://ieeexplore.ieee.org/document/10745734/
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