5results about How to "Solve processing inefficiencies" patented technology

The invention discloses a customer relationship management prediction maintenance method based on deep learning. The method comprises the following steps: collecting customer data and preprocessing the customer data; feature engineering extraction is carried out; establishing a customer loss prediction model by combining elastic weight integration and an enhanced dynamic generative adversarial network; adjusting a model structure and parameters by using a heterogeneous graph neural network and deep algebraic geometry learning; capturing a time dynamic state through a recurrent neural network to perform real-time data flow analysis; generating a personalized recommendation scheme by applying collaborative filtering analysis; and predicting faults and taking maintenance measures by combining long and short-term memory network monitoring equipment data. Through the steps, the prediction accuracy, the personalized service level and the resource configuration efficiency are improved, and the customer loss and the maintenance cost are reduced.

The embodiment of the invention provides a fault log matching method and device, a storage medium and electronic equipment. The method comprises the following steps: acquiring a current fault log matched with a system fault event; a word segmentation result of the current fault log is obtained, the word segmentation result comprises at least one key object word segmentation, and at least one piece of index information is obtained according to the key object word segmentation; wherein the index information comprises a log identifier; determining a historical fault log matched with the word segmentation result according to the log identifier, and determining a historical log set based on the historical fault log; and determining a target log matched with the system fault event according to the historical log set. Through the above implementation mode, the technical problem that an existing fault log processing method is low in processing efficiency is solved.

The present application relates to a kind of optimization method and system of timing diagram subgraph matching.The method includes: time block is carried out to original timing diagram, and the edge with same end point is aggregated and compressed in each time block to generate intra-block multi-edge object, to build block index in turn;Query graph with time constraint is received, with the edge in query graph as matching unit to execute search, and maintain current legal time window;In candidate generation stage, according to current to be matched data vertex pair and current legal time window, construct cache key, and carry out exploration in hotspot cache;If hotspot cache is not hit, then use current legal time window to locate target time block, and execute intersection operation in target time block to generate candidate multi-edge list;When current to be matched data vertex pair meets preset hotspot condition, the candidate multi-edge list is written into hotspot cache;Continue to execute search based on the candidate multi-edge list of hit or generated candidate multi-edge list, until outputting model matching result.

The invention discloses a method for transforming edge computing nodes of networked equipment, relates to the technical field of edge computing, and solves the problems that it is not guaranteed that a processing effect of uniform computing power quantification among a plurality of edge nodes can be achieved, and different load characteristics of different computing nodes in different time periods are not analyzed. According to the method, the computing power in different time periods is re-confirmed and allocated based on the group adaptation node set, and the total computing power can be reasonably allocated according to the load difference of each node in different time lines according to the numerical representation in the historical period, so that each associated node can obtain adaptive computing power resources; therefore, the calculation precision and the processing efficiency are improved, the transformation effect of the edge calculation node is greatly improved, and the edge calculation node can better meet the data processing requirements of complex and changeable networking equipment.

The utility model discloses a viscose base carbon fiber production waste gas treatment device relates to fiber production technical field. The utility model discloses a treatment box, water pump, sealing plate, filter frame and spray pipe, and the inside of treatment box is provided with spray cavity and purification cavity, and the inside wall of treatment box in spray cavity is fixed with two spray pipes, and the front side of treatment box outside spray cavity is inserted with the sealing plate in the mode of through -going, and one side of sealing plate near spray cavity is fixed with two frames, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen is fixed in the frame, and the filter screen.