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Stock-Based Compensation (Tables)
9 Months Ended
Jul. 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 
 July 31,
 
Nine Months Ended 
 July 31,
 
2020
 
2019
 
2020
 
2019
 
(in thousands)
Cost of products
$
6,478

 
$
4,493

 
$
18,174

 
$
12,684

Cost of maintenance and service
1,959

 
1,694

 
6,109

 
4,675

Research and development expense
31,367

 
19,383

 
86,469

 
55,802

Sales and marketing expense
10,863

 
7,360

 
29,483

 
21,790

General and administrative expense
11,170

 
6,523

 
29,920

 
19,876

Stock-based compensation expense before taxes
61,837

 
39,453

 
170,155

 
114,827

Income tax benefit
(10,562
)
 
(6,593
)
 
(29,062
)
 
(19,188
)
Stock-based compensation expense after taxes
$
51,275

 
$
32,860

 
$
141,093

 
$
95,639


Schedule of Intrinsic Value of Equity Awards Exercised
The intrinsic values of equity awards exercised during the periods are as follows:
 
Three Months Ended 
 July 31,
 
Nine Months Ended 
 July 31,
 
2020
 
2019
 
2020
 
2019
 
(in thousands)
Intrinsic value of awards exercised
$
50,087

 
$
37,436

 
$
152,397

 
$
96,014