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Goodwill and Other Intangible Assets
12 Months Ended
Dec. 31, 2020
Goodwill and Intangible Assets Disclosure [Abstract]  
Goodwill and Other Intangible Assets Goodwill and Other Intangible Assets
The changes in the carrying amount of goodwill for the years ended December 31, 2020 and 2019 are as follows:
Balance, December 31, 2018$446,318 
Acquisitions34,041 
Foreign currency translation adjustments(321)
Other adjustments27 
Balance, December 31, 2019480,065 
Acquisitions81,990 
Foreign currency translation adjustments19,195 
Other adjustments(76)
Balance, December 31, 2020$581,174 
Details of intangible assets other than goodwill as of December 31, 2020 and 2019 are as follows:
December 31, 2020December 31, 2019
Estimated
Useful Life
Gross
Carrying
Amount
Accumulated
Amortization
Net Book
Value
Gross
Carrying
Amount
Accumulated
Amortization
Net Book
Value
Intangible assets subject to amortization:
Software and technology3 years$67,691 $(63,046)$4,645 $66,063 $(58,866)$7,197 
Customer relationships
3-10 years
97,008 (66,030)30,978 88,904 (59,744)29,160 
Trademarks
3-10 years
26,610 (16,888)9,722 22,278 (12,461)9,817 
Non-compete agreements5 years350 (68)282 150 (11)139 
Total intangible assets$191,659 $(146,032)$45,627 $177,395 $(131,082)$46,313 
The aggregate amortization expense for purchased intangible assets with finite lives recorded for the years ended December 31, 2020, 2019, and 2018 was reflected in our consolidated statements of operations as follows:
Year Ended December 31,
202020192018
Cost of subscriptions and licenses$4,981 $3,795 $2,840 
Amortization of purchased intangibles15,352 14,213 14,000 
Total amortization expense$20,333 $18,008 $16,840 
Amortization expense for the years following December 31, 2020 are estimated as follows:
2021$16,088 
202212,975 
20236,609 
20243,316 
20252,559 
Thereafter4,080 
$45,627