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DEFERRED REVENUE AND REMAINING PERFORMANCE OBLIGATIONS
 3 Months Ended
Mar. 31, 2023
Revenue from Contract with Customer [Abstract]  
Revenue from Contract with Customer [Text Block]

(11)DEFERRED REVENUE AND REMAINING PERFORMANCE OBLIGATIONS

Revenue recognized for the three months ended March 31, 2023 from amounts included in deferred revenue as of December 31, 2022 was $76.2 million. Revenue recognized for the three months ended March 31, 2022 from amounts included in deferred revenue as of December 31, 2021 was $78.2 million.

Remaining performance obligations (RPO) represent the amount of contracted future revenue that has not yet been recognized, including both deferred revenue and non-cancelable contracted amounts that will be invoiced and recognized as revenue in future periods. The Company’s RPO excludes performance obligations from on-demand arrangements as there are no minimum purchase commitments associated with these arrangements, and certain time and materials contracts that are billed in arrears.

As of March 31, 2023, the Company’s RPO was $301.5 million, which will be delivered and recognized within the next five years. However, the amount and timing of revenue recognition are generally driven by customer consumption, which can extend beyond the original contract term in cases where customers are permitted to roll over unused capacity to future periods, generally upon the purchase of additional capacity at renewal.