Application Request Routing With Hybrid Jump Policy Models
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Solution Overview
Problem
Existing systems face challenges in efficiently managing jumps between multiple processing entities within applications, such as bot programs, leading to inefficiencies in request processing.
Innovation Solution
A hybrid model is employed to determine jump policies for processing entities within applications by generating evaluation information using a first model indicating matching degrees and determining jump policies using a second model, optimizing processing efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If traditional request processing methods are used in multi-entity applications, then system simplicity is maintained, but processing efficiency deteriorates due to ineffective jump management between processing entities
Solution Approach 1:
The patent introduces a policy decision unit as an intermediary component that manages jump policies between processing entities. This mediator evaluates current processing states and determines optimal jump targets, thereby improving processing efficiency while centralizing the complexity management function rather than distributing it across all entities.
Solution Approach 2:
The system pre-establishes jump policies between processing entities before requests arrive. These policies are determined in advance based on entity capabilities and request types, allowing the policy decision unit to make rapid routing decisions without real-time complex calculations, thus improving processing efficiency.
2Adaptability or versatility
If multiple processing entities are introduced to handle diverse requests, then processing capability is improved, but system complexity increases making jump management difficult
Solution Approach 1:
The patent segments the application into multiple independent processing entities, each specialized for specific request types. This segmentation improves processing capability by matching requests to appropriate entities while the policy decision unit manages the complexity of inter-entity jumps through structured policies.
Solution Approach 2:
The policy decision unit serves as a universal component that handles jump management for all processing entities through a unified policy evaluation mechanism. This multi-functional approach allows the system to manage diverse entities without proportionally increasing overall system complexity.
3Adaptability or versatility
If jump policies are determined in real-time without pre-established rules, then flexibility is improved, but processing time increases
Solution Approach 1:
Jump policies are pre-established based on processing entity capabilities and common request patterns. The policy decision unit retrieves and applies these pre-determined policies rather than creating them in real-time, significantly reducing processing time while maintaining flexibility for unusual cases.
Solution Approach 2:
The system incorporates feedback mechanisms where the policy decision unit evaluates processing outcomes and adjusts jump policies accordingly. This feedback loop maintains flexibility by allowing policy refinement based on actual performance data without requiring complete real-time policy generation.
Data Source
AI summary
Embodiments of the present disclosure relate to a request processing method, apparatus, device, and a storage medium. The method provided herein comprises: receiving a target request to be processed by a target application, the target application being associated with a plurality of processing entities; in response to the target request being provided to a first processing entity of the plurality of processing entities, generating evaluation information corresponding to the target request using a first model, the evaluation information indicating a matching degree between the first set of processing entities associated with the first processing entity and the target request; and in response to the evaluation information satisfying a predetermined condition, determining a first jump policy associated with the first processing entity using a second model. In this manner, embodiments of the present disclosure can improve the processing efficiency of requests.