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SHARE-BASED COMPENSATION EXPENSE
3 Months Ended
Jan. 27, 2024
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 27,January 28,
 20242023
Products$1,318 $1,051 
Services3,020 2,297 
Share-based compensation expense included in cost of goods sold4,338 3,348 
Research and development12,880 9,234 
Selling and marketing10,305 8,424 
General and administrative10,079 9,468 
Share-based compensation expense included in operating expense33,264 27,126 
Share-based compensation expense capitalized in inventory, net225 38 
Total share-based compensation expense$37,827 $30,512 

As of January 27, 2024, total unrecognized share-based compensation expense was approximately $333.9 million, which relates to unvested stock unit awards and is expected to be recognized over a weighted-average period of 1.56 years.