Codebook Protocol Adaptation for Low-Bandwidth Data Transmission
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Solution Overview
Problem
The rapid growth of data storage demand, exceeding the capacity to store it, and the limitations in data transmission bandwidth pose challenges in efficiently managing and transmitting large data sets, especially with the increasing use of multimedia data and the integration of low-bandwidth devices in networked computing applications.
Innovation Solution
A system and method for event-driven data communication using codebooks with protocol adaptation, which involves a codebook generator leveraging machine/deep learning algorithms to generate a protocol appendix and codebook, allowing for efficient encoding and decoding of data into protocol-formatted data, enabling seamless communication and interoperability across different systems.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Quantity of substance
If traditional data compression methods are used, then storage capacity is doubled, but the solution is insufficient for zettabyte-level storage demand growth
Solution Approach 1:
The patent transforms data from its original format into a compact encoded representation using codebooks and encoding algorithms. This parameter transformation changes the data's state from uncompressed to compressed, achieving storage efficiency improvements that address the growing disparity between storage capacity and storage demand
Solution Approach 2:
The patent creates protocol appendices that contain encoded representations of communication protocols. These encoded protocol copies can be stored and transmitted efficiently, allowing systems to reference and execute protocol logic without transmitting or storing complete protocol implementations, thereby reducing storage requirements
2Loss of information
If large data sets are transmitted, then communication completeness is maintained, but bandwidth requirements become prohibitive
Solution Approach 1:
The patent applies encoding transformations to convert large data sets into compact representations before transmission. By changing the parameter of data density through encoding, the system maintains information completeness while dramatically reducing the bandwidth required for transmission
Solution Approach 2:
The patent performs encoding and compression of data sets before transmission occurs. This preliminary action prepares the data in an optimized format that reduces transmission bandwidth requirements while ensuring that the complete information can be reconstructed at the receiving end
3Adaptability or versatility
If different communication protocols are used between systems, then system diversity is supported, but interoperability becomes difficult
Solution Approach 1:
The patent introduces protocol appendices as intermediary structures that encode protocol information in a standardized, machine-readable format. These appendices act as mediators between different communication protocols, enabling systems using diverse protocols to interoperate by providing encoded protocol definitions that can be interpreted across protocol boundaries
Solution Approach 2:
The patent creates a universal encoding framework using codebooks and encoded protocol appendices that can represent multiple different communication protocols within a single standardized structure. This multi-functional approach allows the same encoding mechanism to handle diverse protocols, ensuring interoperability while supporting system diversity
Data Source
AI summary
A system and method for event-driven data communication using codebooks with protocol adaption. The system initiates with a request for propagation information from an application to a first transaction manager. The first transaction manager configures a packet describing its location, potentially containing one or more protocol appendices, or encoded data using a codebook. This packet is provided to the application for transmission to another application with a second transaction manager. Upon receiving a protocol request from the second transaction manager, the first transaction manager communicates using a selected protocol decoded from the protocol appendix. If the selected protocol is supported, the transaction proceeds, completing successfully. This system enables transparent encoding, negotiation, and selection of communication protocols, allowing efficient transactions between different transaction managers.