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Property and Equipment, Net
9 Months Ended
Sep. 30, 2017
Property, Plant and Equipment [Abstract]  
Property and Equipment, Net
Property and Equipment, Net

Property and equipment consists of the following:
                                                                                              
 
September 30,
 
December 31,
 
2017
 
2016
 
(in thousands)
Computer equipment
$
70,158

 
$
57,295

Computer software
20,254

 
19,716

Furniture, fixtures and equipment
4,025

 
3,425

Scanner appliances
14,419

 
14,776

Leasehold improvements
15,538

 
3,694

Total property and equipment
124,394

 
98,906

Less: accumulated depreciation and amortization
(73,113
)
 
(59,505
)
Property and equipment, net
$
51,281

 
$
39,401



Physical scanner appliances and other computer equipment that are or will be subject to subscriptions by customers had a net carrying value of $7.7 million and $8.3 million at September 30, 2017 and December 31, 2016, respectively, including assets that have not been placed in service of $1.7 million and $1.3 million, respectively. Depreciation and amortization expense relating to property and equipment was $5.1 million and $4.4 million for the three months ended September 30, 2017 and 2016, respectively, and $14.7 million and $12.0 million for the nine months ended September 30, 2017 and 2016.