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Share-Based Compensation Expense
3 Months Ended
Jan. 31, 2018
Disclosure of Compensation Related Costs, Share-based Payments [Abstract]  
Share-Based Compensation Expense
SHARE-BASED COMPENSATION EXPENSE

The following table summarizes share-based compensation expense for the periods indicated (in thousands):
 
Quarter Ended January 31,
 
2018
 
2017
Product costs
$
672

 
$
561

Service costs
625

 
628

Share-based compensation expense included in cost of sales
1,297

 
1,189

Research and development
3,255

 
3,209

Sales and marketing
3,328

 
2,873

General and administrative
4,474

 
5,453

Share-based compensation expense included in operating expense
11,057

 
11,535

Share-based compensation expense capitalized in inventory, net
39

 
101

Total share-based compensation
$
12,393

 
$
12,825



As of January 31, 2018, total unrecognized share-based compensation expense was approximately $100.1 million, consisting of: (i) $0.1 million, which relates to unvested stock options and is expected to be recognized over a weighted-average period of 0.8 years; and (ii) $100.0 million, which relates to unvested restricted stock units and is expected to be recognized over a weighted-average period of 1.7 years.