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Revenue from contracts with customers
12 Months Ended
Dec. 31, 2022
Revenue from Contract with Customer [Abstract]  
Revenue from contracts with customers Revenue from contracts with customers
Disaggregation of revenue
The following table depicts the disaggregation of revenue by type of products or services and timing of transfer of products or services (in thousands):
Year ended December 31,
202220212020
Type of products or services
QCaaS$5,616 $4,424 $4,313 
Professional services1,478 1,786 426 
Other revenue79 69 421 
Total revenue, net$7,173 $6,279 $5,160 
Timing of revenue recognition
Revenue recognized over the time$6,960 $6,090 $4,688 
Revenue recognized at a point in time213 189 472 
Total revenue, net$7,173 $6,279 $5,160 
Other revenue includes printed circuit board sales.
Revenue by geographical markets is presented in Note 177 - Geographic areas.
Contract balances
The following table provides information about account receivable, contract assets and liabilities as of December 31, 2022 and December 31, 2021 (in thousands):
December 31,December 31,
20222021
Contract assets:
Trade account receivable$757 $421 
Unbilled receivables, which are included in 'Prepaid expenses and other current assets'58 17 
Total contract assets815 438 
Contract liabilities:
Deferred revenue, current1,781 2,665 
Deferred revenue, noncurrent54 
Customer deposit, which are included in 'Accrued expenses and other current liabilities'45 21 
Total contract liabilities$1,835 $2,740 
Changes in deferred revenue from contracts with customers were as follows (in thousands):
December 31,December 31,
20222021
Balance at beginning of period$2,719 $4,713 
Deferral of revenue5,325 4,092 
Recognition of deferred revenue(6,254)(6,086)
Balance at end of period$1,790 $2,719 
Remaining performance obligations
A significant number of the Company’s product and service sales are short-term in nature with a contract term of one year or less. For those contracts, the Company has utilized the practical expedient in ASC 606-10-50-14 exempting the Company from disclosure of the transaction price allocated to remaining performance obligations if the performance obligation is part of a contract that has an original expected duration of one year or less.
As of December 31, 2022, the aggregate amount of remaining performance obligations that were unsatisfied or partially unsatisfied related to customer contracts was $1.8 million. This amount included deferred revenue on the
Company’s consolidated balance sheets, of which approximately 99% is expected to be recognized to revenue in the next 12 months.
As of December 31, 2021, the aggregate amount of remaining performance obligations related to customer contracts that are unsatisfied or partially unsatisfied was $2.7 million which included deferred revenue on the Company’s consolidated balance sheets, of which approximately 98% was expected to be recognized to revenue in the next 12 months.