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Goodwill and Intangible Assets
12 Months Ended
Dec. 31, 2022
Goodwill and Intangible Assets Disclosure [Abstract]  
Goodwill and Intangible Assets Goodwill and Intangible Assets
Goodwill
The following table represents changes in the carrying amount of goodwill:
(In thousands)
Balance as of December 31, 2020$499,309 
Additions (1)
242,964 
Measurement period adjustments (1)
(2,321)
Foreign currency exchange rate fluctuations(1,052)
Balance as of December 31, 2021738,900 
Additions (1)
2,549 
Measurement period adjustments (1)
(3,770)
Foreign currency exchange rate fluctuations(3,405)
Balance as of December 31, 2022$734,274 
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(1)     Refer to Note 2, Business Combinations, for further information.
Intangible Assets, Net
The carrying amounts and useful lives of intangible assets as of December 31, 2022 and 2021 were as follows:
December 31, 2022
Gross carrying
amount (1)
Accumulated
amortization
Foreign currency exchange
rate fluctuations
Net carrying
amount
Useful life
(years)
(In thousands, except for years)
Customer relationships$311,089 $(99,177)$(1,514)$210,398 
4 - 30
Acquired technology92,066 (64,299)— 27,767 
4 - 20
Backlog1,800 (900)— 900 2
Trade names9,200 (6,633)— 2,567 
5 - 12
Patents2,430 (1,306)— 1,124 
2 - 20
Non-compete agreements600 (450)— 150 3
Total intangibles assets, net$417,185 $(172,765)$(1,514)$242,906 
December 31, 2021
Gross carrying
amount (1)
Accumulated
amortization
 Foreign currency exchange
rate fluctuations
Net carrying
amount
Useful life
(years)
(In thousands, except for years)
Customer relationships$309,989 $(78,093)$(933)$230,963 
10 - 30
Acquired technology95,466 (55,859)39,613 
4 - 20
Backlog1,800 — — 1,800 
2
Trade names9,200 (5,600)14 3,614 
5 - 12
Patents2,462 (1,186)— 1,276 
2 - 20
Non-compete agreements600 (250)— 350 3
Total intangibles assets, net$419,517 $(140,988)$(913)$277,616 
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(1)     The differences in gross carrying amounts between periods are primarily due to the write-off of certain fully amortized intangible assets, partially offset by additions of intangible assets in connection with the Hub and Spoke Innovations acquisition.
Amortization expense of intangible assets was $35.2 million, $26.5 million, and $19.7 million for the years ended December 31, 2022, 2021, and 2020, respectively.
The estimated future amortization expenses for amortizable intangible assets were as follows:
December 31,
2022
(In thousands)
2023$31,467 
202423,019 
202521,035 
202618,069 
202716,384 
Thereafter132,932 
Total$242,906