Synchronization Metadata Exchange for Bandwidth Reduction
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Solution Overview
Problem
Conventional synchronization applications require excessive bandwidth for data synchronization across devices, as they often send complete sets of information to determine changes, which is inefficient and does not conform to the increasing demand for mobility.
Innovation Solution
The system employs the exchange of data and metadata to facilitate intelligent data synchronization, using 'knowledge' to inform providers of changes, modifications, or deletions, and incorporates machine learning and reasoning components for probabilistic analysis to infer user actions, reducing the need for complete data transmission and enhancing synchronization processes.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If conventional synchronization applications send complete sets of information to determine changes, then synchronization accuracy is improved, but bandwidth consumption increases excessively
Solution Approach 1:
The patent extracts only the necessary synchronization data and metadata required to determine changes, rather than transmitting complete information sets. This allows the system to maintain synchronization accuracy while significantly reducing bandwidth consumption by sending only essential data elements.
Solution Approach 2:
The patent segments synchronization data into metadata components that describe changes without requiring complete data transmissions. By dividing the synchronization process into discrete metadata exchanges, the system achieves accurate change detection with reduced bandwidth requirements.
2Loss of information
If conventional synchronization applications transmit complete data sets, then data completeness is ensured, but transmission time increases
Solution Approach 1:
The patent extracts only the essential metadata needed to determine data changes, ensuring data completeness is maintained through intelligent selection of critical information elements while dramatically reducing transmission time by avoiding unnecessary data transfers.
Solution Approach 2:
The patent performs preliminary identification of required synchronization data through metadata exchange before actual data transmission occurs. This preliminary action allows the system to determine what needs to be transmitted and optimize the transmission process accordingly, reducing overall transmission time.
3Adaptability or versatility
If conventional synchronization applications use traditional synchronization protocols, then compatibility is maintained, but adaptability to mobility requirements decreases
Solution Approach 1:
The patent implements a dynamic synchronization protocol that adapts its behavior based on device context and mobility requirements. The system dynamically adjusts synchronization strategies to match user needs, enhancing mobility adaptability while managing protocol complexity through intelligent decision-making.
Solution Approach 2:
The patent changes synchronization parameters and metadata exchange patterns to adapt to different mobility scenarios and device types. By dynamically adjusting protocol parameters based on detected conditions, the system achieves high adaptability to mobility requirements without requiring overly complex infrastructure.
Data Source
AI summary
Systems and methods that disclose alternative patterns for exchange of synchronization data and/or metadata, e.g., ‘knowledge’, to enhance performance of synchronization processes are disclosed. Accordingly, the innovation discloses synchronization mechanisms that employ exchange of data and metadata to alleviate a requirement of a complete ‘round-trip’ when synchronizing data. ‘Knowledge’ can be provided which informs a provider of data changes, modifications, additions or deletions. The ‘knowledge’ can lower expense and/or increase efficiencies of the synchronization exchanges by enabling informed decision-making related to enumerating changes within the synchronization processes.