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Stock-based Compensation (Tables)
9 Months Ended
Sep. 30, 2018
Disclosure of Compensation Related Costs, Share-based Payments [Abstract]  
Employee stock-based compensation
The following table shows a summary of the stock-based compensation expense included in the condensed consolidated statements of operations for the three and nine months ended September 30, 2018 and 2017:

 
Three Months Ended
 
Nine Months Ended
 
September 30,
 
September 30,
 
2018
 
2017
 
2018
 
2017
 
(in thousands)
Cost of revenues
$
625

 
$
532

 
$
1,888

 
$
1,569

Research and development
1,937

 
1,503

 
5,754

 
4,229

Sales and marketing
1,163

 
1,231

 
3,669

 
3,444

General and administrative
3,033

 
4,477

 
11,361

 
9,280

Total stock-based compensation
$
6,758

 
$
7,743

 
$
22,672

 
$
18,522

Stock option activity
A summary of the Company’s stock option activity is as follows:

 
Outstanding Options
 
Weighted Average Exercise Price
 
Weighted Average Remaining Contractual Life (Years)
 
Aggregate Intrinsic Value
 
 
 
 
 
 
 
(in thousands)
Balance as of December 31, 2017
4,495,891

 
$
25.29

 
6.6
 
$
153,129

Granted
263,911

 
$
81.19

 
 
 
 
Exercised
(1,042,279
)
 
$
20.05

 
 
 
 
Canceled
(215,312
)
 
$
39.32

 
 
 
 
Balance as of September 30, 2018
3,502,211

 
$
30.20

 
6.5
 
$
206,931

Vested and expected to vest - September 30, 2018
3,323,825

 
$
28.88

 
6.4
 
$
200,599

Exercisable - September 30, 2018
2,465,495

 
$
24.67

 
5.8
 
$
158,857

Restricted stock units activity
A summary of the Company’s RSU and RSA activity is as follows:

 
Outstanding RSUs and RSAs
 
Weighted Average Grant Date Fair Value Per Share
 
 
 
 
Balance as of December 31, 2017
1,410,588

 
$
40.34

Granted
242,046

 
$
76.39

Vested
(433,525
)
 
$
39.08

Canceled
(178,938
)
 
$
41.84

Balance as of September 30, 2018
1,040,171

 
$
49.00

Outstanding and expected to vest - September 30, 2018
904,092

 
$
48.39