Service flow sensing method and device for edge computing and electronic equipment

The invention provides a business flow sensing method and device for edge computing and electronic equipment, and belongs to the technical field of artificial intelligence. The method comprises: obtaining a service flow; performing feature extraction on the service flow to obtain a feature vector; i...

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Hauptverfasser: LIU RILIANG, BAI HUIFENG, YAN BO, CHENG YINZHANG, YIN ZHIBIN, LIU HAO, WANG XUQIANG, ZHANG XIE, ZHEN YAN, ZHENG LIBIN, FAN YUANLIANG, ZHANG GANGHONG, HUO CHAO, GU RENTAO, HUANG ZHIJIE
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a business flow sensing method and device for edge computing and electronic equipment, and belongs to the technical field of artificial intelligence. The method comprises: obtaining a service flow; performing feature extraction on the service flow to obtain a feature vector; inputting the feature vector into a service type sensing model to obtain a service type sensing result of the service flow output by the service type sensing model; allocating corresponding computing power resources and communication resources to the service flow based on the service type sensing result; wherein the output value of the fast gating circulation unit is calculated based on an update gate and an intermediate state, and the intermediate state and the update gate are respectively calculated based on the hidden layer output value of the previous fast gating circulation unit and the characteristic parameters input to the current fast gating circulation unit; the service type sensing model is obtained by tra