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Stock-Based Compensation (Tables)
3 Months Ended
Jan. 31, 2021
Share-based Payment Arrangement [Abstract]  
Stock Compensation Arrangements
The compensation cost recognized in the unaudited condensed consolidated statements of operations for the Company’s stock compensation arrangements was as follows:
 Three Months Ended 
 January 31,
 20212020
 (in thousands)
Cost of products$9,352 $5,580 
Cost of maintenance and service3,335 2,032 
Research and development expense41,294 26,209 
Sales and marketing expense15,159 8,894 
General and administrative expense14,642 9,168 
Stock-based compensation expense before taxes83,782 51,883 
Income tax benefit(13,279)(8,924)
Stock-based compensation expense after taxes$70,503 $42,959 
Schedule of Intrinsic Value of Equity Awards Exercised
The intrinsic values of equity awards exercised during the periods are as follows:
 Three Months Ended 
 January 31,
 20212020
 (in thousands)
Intrinsic value of awards exercised$40,524 $24,398