Dynamic Serialization Selection for Message Element Encoding
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Solution Overview
Problem
Conventional serialization methods apply a uniform serialization scheme to all message elements, leading to unnecessary resource consumption and inefficiency, as they do not consider the varying sensitivity and encoding requirements of individual elements within a complex message.
Innovation Solution
A dynamic serialization selection method that examines each message element individually to select the most suitable serialization scheme based on its attributes, allowing for tailored encoding and encryption, and a corresponding deserialization mechanism to determine the appropriate deserializer for each encoded element.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of manufacture
If a uniform serialization scheme is applied to all message elements, then implementation simplicity is maintained, but resource consumption increases and efficiency decreases
Solution Approach 1:
The message is segmented into individual message elements, and each element is evaluated separately to determine its serialization requirements. This allows different serialization schemes to be applied to different elements based on their specific characteristics, rather than applying a uniform scheme to the entire message.
Solution Approach 2:
Different serialization schemes are applied to different parts of the message based on local characteristics of each message element. Elements requiring encryption receive encrypted serialization, while non-sensitive elements use simpler serialization, optimizing resource usage while maintaining security where needed.
2Reliability
If encryption is applied to all message elements, then security is improved, but processing overhead and bandwidth usage increase
Solution Approach 1:
Encryption is applied partially - only to message elements that require it based on their sensitivity and security requirements. Non-sensitive elements are serialized without encryption, reducing processing overhead and bandwidth consumption while maintaining adequate security for sensitive data.
3Loss of energy
If dynamic serialization selection is implemented, then resource optimization is achieved, but system complexity increases
Solution Approach 1:
The system performs preliminary evaluation of each message element's attributes and requirements before selecting the appropriate serialization scheme. This upfront analysis enables optimized serialization decisions without requiring complex real-time adjustments during the serialization process.
Solution Approach 2:
The serialization approach changes parameters such as encryption enabled/disabled, compression level, and format based on the specific characteristics of each message element. This parameter-based selection allows the system to adapt to different requirements while using a standardized framework.
4Ease of operation
If homogeneous serialization is used, then code simplicity is maintained, but unnecessary encoding operations are performed
Solution Approach 1:
The message processing is segmented into individual element evaluations, where each element is examined and serialized independently based on its requirements. This segmentation enables the system to skip unnecessary encoding operations for elements that don't require them, reducing overall processing time.
Solution Approach 2:
The system performs only the necessary encoding operations for each message element based on its actual requirements. Elements that don't require encryption, compression, or special formatting are serialized using simple, fast operations, avoiding the overhead of unnecessary processing.
Data Source
AI summary
The present application is directed to a method, apparatus a computer program product configured to perform certain operations of dynamic serialization. In one example, a message is received which includes at least one message element requiring serialization. A first message element of the message is examined. A serialization scheme from a serialization scheme library is selected based on the at least one examined attribute of the first message element. Then, at least the first message element is encoded using the serialization scheme selected.