Flow rate pre-sending method, system, device and medium
By generating multi-cycle ledger data at the moment of user behavior and using compression technology and reinforcement learning model, the resource exhaustion problem caused by concentrated ledger generation pressure is solved, and the optimization of optimized scheduling and resource utilization of ledger is achieved, which is suitable for large-scale bill distribution systems.
Patent Information
- Application Number
- CN202510839985.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-06-23
- Publication Date
- 2025-07-25
- Estimated Expiration
- 2045-06-23
AI Technical Summary
At the beginning of the accounting period, the existing communications operation system lacks optimization solutions due to the complex logic of the ledger generation and diverse field structure, resulting in sudden TPS, exhaustion of IO and bandwidth resources, user bill delay and high system horizontal scaling costs.
By obtaining user package selection action instructions, generating preset period ledger data and compressing it, using reinforcement learning model to dynamically adjust the number of pre-issuance cycles, combining compression templates and differential coding technology, time-sharing activation and resource optimization of ledger data are achieved.
Without affecting the accuracy of the bookkeeping period, it significantly reduces the system's dependence on peak resources, reduces redundant expansion, and improves system stability and cost efficiency. It is suitable for high-concurrent bookkeeping systems for operators, virtual business platforms and Internet of Things platforms.