7 results for "Li-Der Chou"
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Journal Article
5G/B5G Network Slice Management via Staged Reinforcement Learning
The use of network slices to support different services in 5G/B5G networks is a key technology of 5G/B5G networks. Many flexible control methods have been used in admission control and resource management. However, resource management for network slicing is becoming increasingly complex due to the…
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Journal Article
CAPC: Packet-Based Network Service Classifier With Convolutional Autoencoder
The Internet has been evolving from a traditional mechanism to a modern service-oriented architecture, such as quality-of-service (QoS) policies, to meet users' various requirements for high service quality. An instant and effective network traffic classification method is indispensable to identify…
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Journal Article
Macroscopic Big Data Analysis and Prediction of Driving Behavior With an Adaptive Fuzzy Recurrent Neural Network on the Internet of Vehicles
Dangerous driving behaviors are diverse and complex. Determining how to analyze the driving behavior of public drivers objectively and accurately has always been a research challenge. This research proposes a macroscopic and dynamic method for evaluating drivers’ dangerous driving degree based on a…
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Journal Article Full text
Fuzzy-Based Microservice Resource Management Platform for Edge Computing in the Internet of Things
Edge computing exhibits the advantages of real-time operation, low latency, and low network cost. It has become a key technology for realizing smart Internet of Things applications. Microservices are being used by an increasing number of edge computing networks because of their sufficiently small…
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Journal Article
A Novel Method Defends against the Path-Based DoS for Wireless Sensor Network
WSNs are significantly different from the traditional network architecture due to its wireless communication, energy limitation, and computation constraint and environment of the application. Because of these differences, security becomes a critical issue. The path-based denial of service (PDoS)…
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Journal Article
Blockchain-Based Traffic Event Validation and Trust Verification for VANETs
Sharing traffic information on the vehicular network can help in the implementation of intelligent traffic management, such as car accident warnings, road construction notices, and driver route changes to reduce traffic congestion earlier. In the future, in the case of autonomous driving, traffic…
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Journal Article
Congestion Prediction With Big Data for Real-Time Highway Traffic
By collecting and analyzing a vast quantity and different categories of information, traffic flow and road congestion can be predicted and avoided in intelligent transportation system. However, how to tackle with these big data is vital but challenging. Most of the existing literatures utilized…