Preemptive Data Format Conversion to Avoid ROT
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Solution Overview
Problem
Conventional systems face challenges in efficiently accessing and processing data files due to incompatible application and configuration settings, leading to redundant, obsolete, or trivial (ROT) data, which hampers productivity and is costly and error-prone to manage.
Innovation Solution
A computer-implemented method and system that monitors application configurations, reconfigures settings based on a risk data list, preemptively converts data files from existing to new formats, and verifies the conversion to ensure compatibility, sending error messages for failed conversions to update server data.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If data is stored in heterogeneous data formats to maintain compatibility with multiple applications, then data accessibility is improved, but data management complexity increases
Solution Approach 1:
The system performs preliminary conversion of data files from obsolete formats to current formats before they are needed. By proactively identifying and converting data at risk of becoming ROT, the system ensures compatibility is maintained without requiring complex manual intervention later
Solution Approach 2:
The patent introduces an intermediary conversion layer that automatically translates between heterogeneous data formats. This mediator handles the complexity of format translation, allowing applications to access data without requiring direct knowledge of multiple formats
2Adaptability or versatility
If manual operation of EDI modules is used to manage data compatibility, then data format conversion is achieved, but operational cost and error rate increase
Solution Approach 1:
The system performs self-service by automatically detecting, converting, and managing data format compatibility without requiring manual EDI module operations. The automated detection and conversion processes eliminate the need for costly manual intervention while reducing errors
Solution Approach 2:
The patent replaces manual mechanical operations with automated electronic processes. Instead of manual EDI module operation, the system uses automated detection algorithms, configuration monitoring, and programmatic conversion to handle data format issues
3Reliability
If data is converted proactively to prevent ROT, then data accessibility is maintained, but processing time increases
Solution Approach 1:
The system performs conversion actions in advance based on predicted obsolescence dates of applications and formats. By timing conversions proactively rather than reactively, the system ensures data is ready when needed without causing unnecessary delays
Solution Approach 2:
The patent implements feedback loops that continuously monitor application configurations, data formats, and conversion success rates. This feedback enables the system to optimize conversion timing and prioritize critical data, reducing unnecessary processing time
Data Source
AI summary
Provided are techniques for intelligent preemptive processing to avoid data from becoming Redundant, Obsolete or Trivial (ROT). An application configuration is monitored to generate application configuration data. Application settings are reconfigured based on the application configuration data and based on a risk data list, where the risk data list identifies one or more data files. A data file of the data files in an existing data format is preemptively converted to a new data format based on the reconfigured application settings. An attempt is made to verify the conversion by using the reconfigured application settings. In response to determining that the conversion succeeded and that a request is received from a new application to open the data file, the data file having the new data format is opened. In response to determining that the conversion failed, an error message is sent to request update of server data.