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Restructuring charges (Tables)
6 Months Ended
Jun. 30, 2018
Restructuring Cost and Reserve [Line Items]  
Restructuring and Related Costs
Restructuring charges for each period were as follows:
 
Six months ended June 30,
(in thousands)
2018
 
2017
Cost of revenue
$
1,242

 
$
418

Research and development
9,744

 
7,381

Sales and marketing
3,847

 
5,603

General and administrative
2,677

 
1,409

Total restructuring charges
$
17,510

 
$
14,811

Schedule of Restructuring Reserve by Type of Cost
The following table provides a summary of the Company’s restructuring activities for the six months ended June 30, 2018 and the related liabilities recorded in accrued liabilities on the condensed consolidated balance sheet.
(in thousands)
Severance
 
Other
 
Total
Restructuring liability as of December 31, 2017
$

 
$

 
$

Restructuring charges
12,243

 
2,983

 
15,226

Cash paid
(11,470
)
 
(835
)
 
(12,305
)
Non-cash reductions
(485
)
 
(1,136
)
 
(1,621
)
Restructuring liability as of June 30, 2018
$
288

 
$
1,012

 
$
1,300

The following table provides a summary of the Company’s restructuring activities for the six months ended June 30, 2018 and the related liabilities recorded in accrued liabilities on the condensed consolidated balance sheet.
(in thousands)
Severance
 
Other
 
Total
Restructuring liability as of December 31, 2017
$
400

 
$
50

 
$
450

Restructuring charges
147

 

 
147

Cash paid
(244
)
 

 
(244
)
Restructuring liability as of June 30, 2018
$
303

 
$
50

 
$
353

The following table provides a summary of the Company’s restructuring activities for the six months ended June 30, 2018 and the related liabilities recorded in accrued liabilities on the condensed consolidated balance sheet.
(in thousands)
Severance
 
Other
 
Total
Restructuring liability as of December 31, 2017
$

 
$
3,550

 
$
3,550

Restructuring charges

 
2,139

 
2,139

Cash paid

 
(1,638
)
 
(1,638
)
Non-cash charges

 
324

 
324

Restructuring liability as of June 30, 2018
$

 
$
4,375

 
$
4,375