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Share-Based Compensation Expense | 3 Months Ended
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Jan. 30, 2021
Share-based Payment Arrangement [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 30, |  | February 1, |  |  |  |
| 2021 |  | 2020 |  |  |  |
Product costs | $ | 953 |  |  | $ | 671 |  |  |  |  |
Service costs | 1,205 |  |  | 842 |  |  |  |  |
Share-based compensation expense included in cost of goods sold | 2,158 |  |  | 1,513 |  |  |  |  |
Research and development | 4,794 |  |  | 3,849 |  |  |  |  |
Sales and marketing | 5,816 |  |  | 4,613 |  |  |  |  |
General and administrative | 6,358 |  |  | 5,527 |  |  |  |  |
Share-based compensation expense included in operating expense | 16,968 |  |  | 13,989 |  |  |  |  |
Share-based compensation expense capitalized in inventory, net | (162) |  |  | 100 |  |  |  |  |
Total share-based compensation | $ | 18,964 |  |  | $ | 15,602 |  |  |  |  |
As of January 30, 2021, total unrecognized share-based compensation expense was approximately $169.0 million, which relates to unvested stock unit awards and is expected to be recognized over a weighted-average period of 1.68 years.

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- Definition The entire disclosure for share-based payment arrangement. + References Reference 1: http://fasb.org/us-gaap/role/ref/legacyRef -Publisher FASB -Name Accounting Standards Codification -Topic 718 -URI http://asc.fasb.org/topic&trid=2228938 + Details
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