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Balance Sheet Components
9 Months Ended
Oct. 31, 2019
Balance Sheet Components Disclosure [Abstract]  
Balance Sheet Components Balance Sheet Components
Inventory
Inventory consists of the following (in thousands):
As of January 31, 2019As of October 31, 2019
Raw materials$3,349  $3,163  
Finished goods41,338  36,688  
Inventory$44,687  $39,851  
Property and Equipment, Net
Property and equipment, net consists of the following (in thousands):
 
 As of January 31, 2019As of October 31, 2019
Test equipment$170,930  $199,878  
Computer equipment and software117,330  139,188  
Furniture and fixtures6,980  8,483  
Leasehold improvements34,286  40,235  
Total property and equipment329,526  387,784  
Less: accumulated depreciation and amortization(204,173) (257,548) 
Property and equipment, net$125,353  $130,236  
 
Depreciation and amortization expense was $16.9 million and $20.6 million for the three months ended October 31, 2018 and 2019, and $49.8 million and $60.3 million for the nine months ended October 31, 2018 and 2019.
Intangible Assets, Net
Intangible assets, net consist of the following (in thousands):
 
 As of January 31, 2019As of October 31, 2019
Gross Carrying ValueAccumulated AmortizationNet Carrying AmountGross Carrying ValueAccumulated AmortizationNet Carrying Amount
Technology patents$10,125  $(6,572) $3,553  $19,125  $(8,235) $10,890  
Developed technology17,700  (1,135) 16,565  56,100  (5,962) 50,138  
Intangible assets, net$27,825  $(7,707) $20,118  $75,225  $(14,197) $61,028  
 
Intangible assets amortization expense was $0.9 million and $2.6 million for the three months ended October 31, 2018 and 2019, and $1.6 million and $6.5 million for the nine months ended October 31, 2018 and 2019. As of October 31, 2019, the weighted-average remaining amortization period was 4.0 years for technology patents and 6.2 years for developed technology. Amortization of the technology patents is included in general and administrative expenses due to their defensive nature and amortization of developed technology is included in cost of product revenue in the condensed consolidated statements of operations.
As of October 31, 2019, future expected amortization expense for intangible assets is as follows (in thousands):
 
Fiscal Years Ending January 31,Estimated 
Future
Amortization
Expense
Remainder of 2020$2,771  
202110,804  
20229,846  
20239,300  
20249,300  
Thereafter19,007  
Total$61,028  
Goodwill
The change in the carrying amount of goodwill is as follows (in thousands):
Amount
Balance as of January 31, 2019$10,997  
Goodwill acquired25,423  
Balance as of October 31, 2019$36,420  
Accrued Expenses and Other Liabilities
Accrued expenses and other liabilities consist of the following (in thousands):
 
 As of January 31, 2019As of October 31, 2019
Taxes payable $7,146  $10,579  
Accrued marketing6,173  10,159  
Accrued travel and entertainment expenses3,570  3,054  
Acquisition consideration held back3,725  —  
Other accrued liabilities19,246  24,431  
Total accrued expenses and other liabilities$39,860  $48,223