AtomBeam Technologies Inc. (20250070796). INTEGRATED PROTOCOL ADAPTATION SYSTEM FOR UNIVERSAL CODEWORD APPLICATIONS
INTEGRATED PROTOCOL ADAPTATION SYSTEM FOR UNIVERSAL CODEWORD APPLICATIONS
Organization Name
Inventor(s)
Joshua Cooper of Columbia SC (US)
Grant Fickes of Columbia SC (US)
INTEGRATED PROTOCOL ADAPTATION SYSTEM FOR UNIVERSAL CODEWORD APPLICATIONS
This abstract first appeared for US patent application 20250070796 titled 'INTEGRATED PROTOCOL ADAPTATION SYSTEM FOR UNIVERSAL CODEWORD APPLICATIONS
Original Abstract Submitted
a system and methods for integrated data processing and protocol adaptation using dyadic distribution-based compression. the system transforms input data into a dyadic distribution, enabling efficient compression through either variational autoencoders or huffman encoding. a novel protocol appendix generator creates transformation rules for adapting the compressed data to various network protocols. the system interleaves transformation information with the compressed data, enhancing security and ensuring comprehensive data transmission. an enhanced codeword decoder, employing a hybrid neural network architecture, decodes the data and adapts it to target protocols. the system features a protocol handler using meta-learning techniques for adapting to unfamiliar protocols. continuous learning mechanisms optimize performance over time. this integrated approach offers significant advantages in data efficiency, security, and protocol flexibility, making it particularly suitable for complex, heterogeneous data environments such as iot networks, cloud computing, and big data analytics.
