Finally I could find the solution. I needed to add xAxis property to my chart. By adding the code below, problem solved. Now it starts from current time.
xAxis: {
type: 'datetime',
tickPixelInterval: null,
maxZoom: 10 * 1000,
min: new Date().getTime()
}
solved Bind highstock(highcharts) to live data?