Exchange of syncronization data and metadata
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.
1. A system, comprising at least one processor coupled to at least one machine-readable storage medium storing instructions executable by the at least one processor to implement:
a knowledge data set configured to identify a state of a provider;
an analysis component configured to evaluate the knowledge data set;
a change aggregator configured to enumerate a plurality of changes based upon the evaluation;
a filter component configured to at least one of limit or reduce redundant changes in the plurality of changes; and
a synchronization engine configured to manage a data flow between at least two providers based upon the knowledge data set, wherein the knowledge data set includes stand-in knowledge for providing in lieu of actual knowledge.
2. The system of claim 1 , further comprising a knowledge generator configured to establish the knowledge data set based at least in part upon a state of one of the at least two providers.
3. The system of claim 1 , wherein the knowledge data set includes actual knowledge that defines a state of a destination provider.
4. The system of claim 1 , wherein the stand-in knowledge at least partly defines a state of a destination provider.
5. The system of claim 1 , further comprising a machine learning and reasoning component configured to employ at least one of a probabilistic or a statistical-based analysis that infers an action-to be automatically performed.
6. A computer-implemented method, comprising:
receiving a synchronization request for synchronizing data between at least two endpoints, wherein the request includes knowledge comprising actual knowledge and stand-in knowledge substituting for actual knowledge;
in response to the request, enumerating a plurality of changes based at least in part upon the knowledge;
filtering redundant changes based on the knowledge; and
transmitting the plurality of changes between the at least two endpoints based at least in part upon the knowledge.
7. The method of claim 6 , further comprising providing an identifier per unit of change associated with the plurality of changes.
8. The method of claim 6 , further comprising filtering a subset from the plurality of changes as a function of the knowledge.
9. The method of claim 6 , further comprising accepting a subset of the plurality of changes.
10. The method of claim 6 , further comprising detecting a conflict between each of the plurality of changes and a local item.
11. The method of claim 10 , further comprising:
resolving the conflict; and
accepting a subset of the plurality of changes as a function of the resolution.
12. The method of claim 11 , further comprising logging the conflict.
13. The method of claim 6 , further comprising:
monitoring a change associated with a source provider; and
prompting generation of the request based upon identification of the change associated with the source provider.
14. The method of claim 6 , further comprising:
pinging a source provider to identify a change; and
prompting generation of the request based upon identification of the change associated with the source provider.
15. A computer-readable storage medium storing instructions, the instructions if executed by a computing device causing the computing device to perform operations comprising:
receiving knowledge that identifies a state of a destination provider;
enumerating a plurality of changes between a source provider and the destination provider based upon the knowledge;
synchronizing data between the source provider and the destination provider as a function of a subset of the enumerated changes; and
detecting and resolving a plurality of conflicts based upon a subset of the enumerated changes.
16. The machine-readable storage medium of claim 15 , the operations further comprising applying filtering criteria to the plurality of changes.
17. The machine-readable storage medium of claim 15 , the operations further comprising applying at least one enumerated change to at least one of the source provider or the destination provider.