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Property and Equipment
12 Months Ended
Dec. 31, 2015
Property, Plant and Equipment [Abstract]  
Property and Equipment
Property and Equipment
Property and equipment, net consisted of the following (in thousands):
 
 
As of December 31,
 
 
2015
 
2014
Computer equipment and software
 
$
120,886

 
$
85,171

Leasehold improvements
 
41,626

 
34,522

Furniture and fixtures
 
13,470

 
12,022

Machinery and equipment
 
447

 
447

Total property and equipment
 
176,429

 
132,162

Less: accumulated depreciation and amortization
 
(98,061
)
 
(49,864
)
Total property and equipment, net
 
$
78,368

 
$
82,298


Depreciation and amortization expense related to property and equipment and demonstration units during the years ended December 31, 2015, 2014 and 2013 was $61.2 million, $46.8 million and $19.2 million, respectively.
During the year ended December 31, 2015, we recognized $1.1 million in accelerated depreciation expense associated with changes in the estimated useful life of certain assets to be replaced in the first quarter of 2016.