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Revenue | 10. Revenue
Disaggregation of Revenue
The following table sets forth revenue disaggregated by geographic markets based on the location of the customer and by subscription and service categories (dollars in thousands):
(1) PCS refers to post-contract customer support, maintenance, and upgrades. (2) Includes revenue from WarpStream since the date of acquisition, which was not material for the three months ended March 31, 2025 Remaining Performance Obligations (“RPO”)
RPO represent the amount of contracted future revenue that has not yet been recognized as of the end of each period, including both deferred revenue that has been invoiced and non-cancelable committed amounts that will be invoiced and recognized as revenue in future periods. RPO exclude pay-as-you-go arrangements. As of March 31, 2025, the Company’s RPO was $1,016.1 million, approximately 61% of which is expected to be recognized as revenue over the next 12 months and the substantial majority of the remainder in the next 13 to 36 months. Actual amounts or timing of revenue recognized may differ due to subsequent contract modifications.
Deferred Revenue
Deferred revenue, including current and non-current balances as of March 31, 2025 and December 31, 2024 was $405.4 million and $409.2 million, respectively. For the three months ended March 31, 2025 and 2024, revenue recognized from deferred revenue at the beginning of the year was $148.6 million and $138.7 million, respectively.
Accounts Receivable, Net
The unbilled receivables balance included in accounts receivable, net on the condensed consolidated balance sheets was $147.5 million and $130.7 million as of March 31, 2025 and December 31, 2024, respectively.
The Company’s allowance for expected credit losses was not material as of March 31, 2025 and December 31, 2024. Additions to and write-offs against the allowance for expected credit losses were not material for the three months ended March 31, 2025 and 2024.
Deferred Contract Acquisition Costs
The following table summarizes the activity of deferred contract acquisition costs (in thousands):
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