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Stock-Based Compensation (Tables)
3 Months Ended
Jan. 31, 2020
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,
 
2020
 
2019
 
(in thousands)
Cost of products
$
5,580

 
$
4,126

Cost of maintenance and service
2,032

 
1,459

Research and development expense
26,209

 
18,304

Sales and marketing expense
8,894

 
7,272

General and administrative expense
9,168

 
7,299

Stock-based compensation expense before taxes
51,883

 
38,460

Income tax benefit
(8,924
)
 
(6,449
)
Stock-based compensation expense after taxes
$
42,959

 
$
32,011


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,
 
2020
 
2019
 
(in thousands)
Intrinsic value of awards exercised
$
24,398

 
$
8,152