Fluctuation Monitoring Method that Based on the Mid-Layer Data

A system of monitoring telephone traffic fluctuation in mid-layer of data comprising:

• a monitoring component of the customized instance, mid-layer telephone traffic statistics, a component of self learning telephone traffic and a drawing component of multidimensional traffic monitor;
• 1) modeling of telephone traffic status is based on social science empirical model, and uses telephone traffic per day as an analysis granularity, which is composed of three dimensions—time, region and business;
• in customized component of monitoring instance, it chooses region and business of a time sample point to conduct Cartesian product and then getting a series of monitoring instance that focus on each area and business;
• in each time sample point, monitoring instance is corresponded to one monitoring granularity;
• it uses the instance as monitoring target and uses the customized component of monitoring instance to set threshold floating ratio for monitoring instance;
• 2) the mid-layer of the telephone traffic statistics is calculated based on a monitoring target in regular time, monitoring data will be saved and managed by the data statistical mid-layer.
• 3) the self learning component of telephone traffic studies and forecasts based on monitoring data, which is using moving average method of the seasonal time sequence to forecast historical monitoring data, at the same time, saves the forecasted data in the mid-layer of telephone traffic data statistics;
• a predicted value and a threshold floating ration of the component of monitoring instance will be used to determine whether there is something abnormal in monitoring target.
• 4) the drawing component of multidimensional traffic monitor will extract data from in the mid-layer of traffic data statistics, it will illustrate monitoring data and predicted value that was obtained from the self learning component of telephone traffic from different time dimensions, and then generating the telephone traffic floating chart.