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CN-121985023-A - Cross-message middleware intercommunication system and method based on dynamic protocol conversion and quantum enhanced transaction consistency

CN121985023ACN 121985023 ACN121985023 ACN 121985023ACN-121985023-A

Abstract

The invention relates to the technical field of distributed systems and message middleware, in particular to a cross-message middleware intercommunication system and a method based on dynamic protocol conversion and quantum enhanced transaction consistency; the system comprises a cross-protocol input analysis and feature extraction unit for carrying out field analysis on a message structure based on protocol grammar definition, a quantum protocol conversion engine unit for mapping a source protocol message structure into a quantum superposition state, synchronous transmission through a quantum entanglement transmission channel, decoupling reconstruction on a received quantum state, a mixed enhancement transaction coordination unit for introducing a global state synchronization mechanism based on a quantum Bayesian protocol, and a dynamic protocol adaptation engine unit for modeling time sequence features in message flow by utilizing a protocol feature analysis mechanism based on an LSTM model. The invention realizes high throughput and low delay data transmission among heterogeneous middleware, and builds a distributed message interconnection architecture with real-time intercommunication, intelligent coordination and self-healing capability.

Inventors

  • JI JING

Assignees

  • 上海嘉帧软件有限公司

Dates

Publication Date
20260505
Application Date
20251218

Claims (10)

  1. 1. The cross-message middleware intercommunication system based on dynamic protocol conversion and quantum enhanced transaction consistency is characterized by comprising the following components: The cross-protocol input analysis and feature extraction unit (1), the cross-protocol input analysis and feature extraction unit (1) is used for receiving an input message stream from a source message middleware, carrying out field analysis on a message structure based on protocol grammar definition, extracting a message structure semantic feature set, establishing a mapping relation between a protocol field and a semantic tag, and generating a protocol structure standardized feature set; The quantum protocol conversion engine unit (2), the quantum protocol conversion engine unit (2) executes cross-protocol data conversion operation based on a standardized feature set of a protocol structure, maps a source protocol message structure into a quantum superposition state through a protocol quantization coding method, encapsulates protocol state information and message content information into entangled quantum state data, synchronously transmits the entangled quantum state data between a source message middleware and a target message middleware through a quantum entangled transmission channel, carries out decoupling reconstruction on the received quantum state based on a quantum neural network semantic mapping model at a target end, and automatically generates a conversion rule base through learning protocol difference features in real time to obtain the message structure conforming to a target middleware protocol format; The mixed enhanced transaction coordination unit (3) is used for executing local transaction preparation operation of each middleware through a classical two-stage commit protocol, introducing a global state synchronization mechanism based on a quantum Bayesian protocol, synchronizing the node states of each transaction by utilizing a quantum invisible transmission state, and commonly identifying the transaction crossing the middleware; The dynamic protocol adaptation engine unit (4), the dynamic protocol adaptation and rule self-learning unit (4) is used for monitoring the protocol version and flow behavior change of the middleware, modeling time sequence characteristics in message flow by utilizing a protocol characteristic analysis mechanism based on an LSTM model, and dynamically updating a protocol mapping rule and automatically loading the protocol mapping rule to the quantum protocol conversion engine unit (2) when detecting a protocol difference.
  2. 2. The inter-message middleware interworking system based on dynamic protocol conversion and quantum enhancement transaction consistency according to claim 1, wherein in the inter-protocol input parsing and feature extraction unit (1), the message structure semantic feature set refers to a field semantic feature set extracted from an input message stream according to protocol grammar definition of a source message middleware, and the field semantic feature set comprises semantic attributes of a message header field, a load field and a control frame field, and is used for representing logical roles and context dependency relations of different fields in a source message structure in a protocol transmission process; The mapping relation between the protocol fields and the semantic tags means that on the basis of a field semantic feature set, a one-to-one correspondence relation is established between each protocol field and the corresponding semantic tag through a field attribute matching rule; the protocol structure standardized feature set is a structured data set generated by a field normalization and semantic hierarchy reconstruction method on the basis of establishing a corresponding relation between a protocol field and a semantic tag, and the generation method comprises the steps of uniformly coding field attributes, classifying and aggregating the semantic tag and carrying out standardized rearrangement on a protocol hierarchy relation.
  3. 3. The system according to claim 2, wherein in the quantum protocol conversion engine unit (2), the protocol quantization coding method means that after the standardized feature set of the protocol structure is obtained, the field value and the semantic tag in the standard feature set are represented in the form of a quantum bit, and the possible states of a plurality of field value combinations are simultaneously expressed in a quantum state superposition manner; The method comprises the steps of mapping a source protocol message structure into a quantum superposition state through a protocol quantization coding method, and specifically comprises the steps of executing quantum initialization operation on each semantic tag in a standardized feature set of the protocol structure, placing a basic value of each semantic tag in a calculation ground state, controlling a phase relation among quantum bits by utilizing quantum gate operation based on a corresponding relation between a field and the semantic tag to construct quantum state combinations capable of distinguishing states of different protocol fields, and coupling protocol state information and message content information by applying phase rotation operation on semantic weights of the protocol fields.
  4. 4. The cross-message middleware interworking system based on the consistency of dynamic protocol conversion and quantum enhancement transaction according to claim 3, wherein in the quantum protocol conversion engine unit (2), a quantum entanglement transmission channel refers to a data transmission channel for establishing quantum state synchronous association between a source message middleware and a target message middleware, and the quantum entanglement transmission channel is embedded into a quantum state simulation module in a classical network transmission architecture to realize the simulation transmission of quantum entanglement characteristics in a matrix superposition coding mode.
  5. 5. The system for inter-message middleware interworking based on dynamic protocol conversion and quantum enhancement transaction consistency according to claim 4, wherein in the quantum protocol conversion engine unit (2), a quantum neural network semantic mapping model refers to a quantum computation model formed by quantum neuron nodes, a network structure for performing quantum state decoupling and semantic feature learning on entangled state messages after the entangled state messages are received at a target end, and semantic features of different protocol fields are subjected to nonlinear mapping through a quantum weight matrix so as to identify semantic differences of different middleware protocols in terms of topics, partitions and confirmation mechanisms and be used for establishing semantic correspondence among protocols; The process of automatically generating the conversion rule base by the real-time learning protocol difference features comprises the steps of extracting quantum amplitude vectors corresponding to all fields and calculating deviation values of the quantum amplitude vectors and the historical mapping weights after quantum neural network semantic mapping models are decoupled, adjusting quantum weight matrix parameters according to deviation results to enable the quantum neural network semantic mapping models to learn new protocol difference features in real time, outputting updated weight matrices into a conversion rule set after the quantum neural network semantic mapping models are converged, and storing the conversion rule set in the rule base, wherein the rule base is used for guiding semantic alignment and protocol reconstruction of subsequent message structures to generate message structures conforming to a target middleware protocol format.
  6. 6. The system according to claim 5, wherein in the hybrid enhanced transaction coordination unit (3), the global state synchronization mechanism based on quantum bayer pattern protocol refers to a distributed consensus mechanism for implementing transaction state consistency confirmation by quantum entanglement state distribution and quantum measurement association in the process of cross-middleware transaction coordination, and is used for isolating transaction consistency maintenance from abnormal nodes under low communication overhead in a cross-middleware transaction environment by establishing quantum entanglement channels between transaction nodes and distributing entanglement bit pairs.
  7. 7. The cross-message middleware interworking system based on dynamic protocol conversion and quantum enhancement transaction consistency according to claim 5, wherein in the hybrid enhancement transaction coordination unit (3), the conflict self-healing mechanism based on a quantum annealing algorithm refers to an algorithm mechanism for mapping a transaction conflict relation into an energy optimization problem and realizing optimal recovery path selection through a quantum annealing solving process when a commit conflict, lock resource competition or state inconsistency exists among transaction nodes.
  8. 8. The system according to claim 7, wherein the dynamic protocol adaptation engine unit (4) is configured to extract the time sequence dependency and the state transition rule of the protocol layer by continuously sampling the behavior characteristics of handshake sequence, heartbeat interval, acknowledgement mode, session hold time, etc. in the message traffic.
  9. 9. The cross-message middleware interworking system based on dynamic protocol conversion and quantum enhancement transaction consistency according to claim 8, wherein the dynamic protocol adaptation engine unit (4) is characterized in that the protocol difference refers to characteristic inconsistency of different message middleware protocols at a structure layer, a semantic layer and a behavior layer, and comprises field definition difference, handshake flow difference, confirmation mechanism difference and session holding mode difference.
  10. 10. The cross-message middleware intercommunication method based on the dynamic protocol conversion and the quantum enhanced transaction consistency is used for the cross-message middleware intercommunication system based on the dynamic protocol conversion and the quantum enhanced transaction consistency as set forth in any one of claims 1 to 9, and is characterized by comprising the following steps: S10.1, receiving an input message stream from a source message middleware, carrying out field analysis on a message structure based on protocol grammar definition, extracting a message structure semantic feature set, establishing a mapping relation between a protocol field and a semantic tag, and generating a protocol structure standardized feature set; S10.2, performing cross-protocol data conversion operation based on a standardized feature set of a protocol structure, mapping a source protocol message structure into a quantum superposition state through a protocol quantized coding method, and packaging protocol state information and message content information into entangled quantum state data; decoupling reconstruction is carried out on the received quantum state based on a quantum neural network semantic mapping model at the target end, and a conversion rule base is automatically generated through real-time learning protocol difference characteristics, so that a message structure conforming to the protocol format of the target middleware is obtained; S10.3, executing local transaction preparation operation of each middleware through a classical two-stage commit protocol, introducing a global state synchronization mechanism based on a quantum Bayesian and busy protocol, synchronizing the node states of each transaction by utilizing a quantum invisible transmission state, and commonly identifying cross-middleware transactions; S10.4, monitoring the protocol version and flow behavior change of the middleware, modeling time sequence features in the message flow by using a protocol feature analysis mechanism based on an LSTM model, and dynamically updating a protocol mapping rule when the protocol difference is detected.

Description

Cross-message middleware intercommunication system and method based on dynamic protocol conversion and quantum enhanced transaction consistency Technical Field The invention relates to the technical field of distributed systems and message middleware, in particular to a cross-message middleware intercommunication system and method based on dynamic protocol conversion and quantum enhanced transaction consistency. Background In the technical field of distributed systems and message middleware, the message middleware is used as a core component for data transmission and task scheduling among systems and bears a cross-platform and cross-service data exchange function, the existing main stream message middleware comprises Kafka, rabbitMQ, activeMQ and the like, has higher reliability and expansibility under respective protocol systems, but has differences in message structures, protocol semantics and transaction mechanisms in heterogeneous environments, and directly interworks to become an important bottleneck for influencing system performance and consistency; In the actual cross-middleware application process, the existing scheme has three general technical problems that firstly, at a protocol conversion level, a traditional proxy intercommunication mode generally relies on an HTTP or REST middle layer to carry out repeated serialization and anti-serialization operation on a binary protocol and an AMQP protocol, so that data transmission delay is remarkably increased, when batch message intercommunication is carried out between Kafka and RabbitMQ, the overall throughput rate is reduced by more than 70%, secondly, at a transaction consistency level, a classical two-stage commit protocol is influenced by network delay and a node heterogeneous structure in cross-middleware transaction coordination, local transaction preparation and global commit are prone to overtime and state inconsistency, so that the transaction success rate is lower than 80%, and in addition, at a protocol maintenance level, the existing static mapping scheme relies on predefined rules to carry out protocol matching, when the middleware protocol version is updated, new or adjustment fields cannot be automatically identified, so that the protocol conversion failure and manual intervention are frequent, and therefore the system maintenance cost is increased, and the real-time performance is reduced. Disclosure of Invention The invention aims to provide a cross-message middleware intercommunication system and method based on dynamic protocol conversion and quantum enhanced transaction consistency, so as to solve the three technical problems in the background technology. To achieve the above object, the present invention provides a system for interworking between message-crossing middleware based on dynamic protocol conversion and quantum enhanced transaction consistency, comprising: the cross-protocol input analysis and feature extraction unit is used for receiving an input message stream from the source message middleware, carrying out field analysis on a message junction based on protocol grammar definition, extracting a message structure semantic feature set, establishing a mapping relation between a protocol field and a semantic tag, and generating a protocol structure standardized feature set; The quantum protocol conversion engine unit is used for executing cross-protocol data conversion operation based on a standardized feature set of a protocol structure, mapping a source protocol message structure into a quantum superposition state through a protocol quantization coding method, and packaging protocol state information and message content information into entangled quantum state data; decoupling reconstruction is carried out on the received quantum state based on a quantum neural network semantic mapping model at the target end, and a conversion rule base is automatically generated through real-time learning protocol difference characteristics, so that a message structure conforming to the protocol format of the target middleware is obtained; The mixed enhanced transaction coordination unit is used for executing local transaction preparation operation of each middleware through a classical two-stage submission protocol, introducing a global state synchronization mechanism based on a quantum Bayesian protocol, synchronizing the node states of each transaction by utilizing a quantum invisible transmission state, and commonly identifying cross-middleware transactions; The dynamic protocol adaptation engine unit is used for monitoring the protocol version and flow behavior change of the middleware, modeling time sequence features in message flow by utilizing a protocol feature analysis mechanism based on an LSTM model, dynamically updating the protocol mapping rule when detecting the protocol difference and automatically loading the protocol mapping rule to the quantum protocol conversion engine unit. Preferably, in the cross-protocol input