Self-learning automated information technology change risk prediction
US-2024414064-A1 · Dec 12, 2024 · US
US10025903B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10025903-B2 |
| Application number | US-201214421734-A |
| Country | US |
| Kind code | B2 |
| Filing date | Sep 12, 2012 |
| Priority date | Aug 15, 2012 |
| Publication date | Jul 17, 2018 |
| Grant date | Jul 17, 2018 |
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A method performed by a processing system includes reconstructing a metadata tree of a patient from a metadata tree journal, the metadata tree including a plurality of references to a corresponding plurality of encrypted electronic health records of the patient in an encrypted data store, and validating the metadata tree by comparing first integrity information of the metadata tree to second integrity information corresponding to the metadata tree journal provided by a metadata integrity validator.
Opening claim text (preview).
What is claimed is: 1. A computer implemented method performed by a processing system implemented by at least one hardware processor, the method comprising: storing in a metadata integrity validator, first integrity information for a metadata tree of a patient, the first integrity information including a summary tree that identifies a state of the metadata tree, the summary tree based on an in-order traversal of a corresponding subtree of the metadata tree, the first integrity information including a hash of the subtree based on a hash function cumulatively applied to nodes of the subtree from a root node to a last node along the in-order traversal; generating, by the at least one hardware processor, a first reconstructed metadata tree of the patient from a metadata tree journal using the first integrity information to ensure a consistent version is reconstructed from the metadata tree journal, the first reconstructed metadata tree including a plurality of references to a corresponding plurality of encrypted electronic health records of the patient in an encrypted data store; receiving from the metadata integrity validator, the first integrity information corresponding to the metadata tree journal; validating the first reconstructed metadata tree by comparing second integrity information of the first reconstructed metadata tree to the first integrity information; and responsive to successfully validating the first reconstructed metadata tree, permitting read and write access to the encrypted data store, comprising: determining a node in the first reconstructed metadata tree that corresponds to an encrypted electronic health record in the encrypted data store; accessing the encrypted electronic health record from the encrypted data store using a reference from the node; and decrypting the encrypted electronic health record using a record key. 2. The method of claim 1 further comprising: accessing the metadata tree journal from a metadata store. 3. The method of claim 1 further comprising: generating the second integrity information corresponding to the first reconstructed metadata tree subsequent to reconstructing the first reconstructed metadata tree. 4. The method of claim 1 further comprising: generating the second integrity information as a second hash of the first reconstructed metadata tree; and wherein the first integrity information is a first hash of the metadata tree corresponding to the metadata tree journal. 5. The method of claim 1 further comprising: generating the first reconstructed metadata tree using the summary tree received from the metadata integrity validator. 6. The method of claim 1 further comprising: in response to a determination that the first reconstructed metadata tree is not valid, accessing the metadata tree journal from the metadata store; accessing third integrity information corresponding to the metadata tree journal from the metadata integrity validator; generating a second reconstructed metadata tree of the patient from the metadata tree journal; and validating the second reconstructed metadata tree by comparing fourth integrity information of the second reconstructed metadata tree to the third integrity information. 7. The method of claim 1 wherein a first one of the plurality of encrypted electronic health records is generated by a first provider, wherein a second one of the plurality of encrypted electronic health records is generated by a second provider, and wherein the second provider is not affiliated with the first provider. 8. A processing system comprising: a hardware processor; and a memory storing instructions that, when executed by the hardware processor, causes the hardware processor to: store in a metadata integrity validator, first integrity information for a metadata tree of a patient, the first integrity information including a summary tree that identifies a state of the metadata tree, the summary tree based on an in-order traversal of a corresponding subtree of the metadata tree, the first integrity information including a hash of the subtree based on a hash function cumulatively applied to nodes of the subtree from a root node to a last node along the in-order traversal; generate a first reconstructed metadata tree from a metadata tree journal provided by a metadata store, wherein the first integrity information is used to generate the first reconstructed metadata tree to ensure a consistent version is reconstructed from the metadata tree journal; receive the first integrity information from the metadata integrity validator, the first integrity information corresponding to the metadata tree journal; validate the first reconstructed metadata tree of the patient using the first integrity information received from the metadata integrity validator; and responsive to successful validation of the first reconstructed metadata, permit read and read access to an encrypted data store, including: determining a node in the first reconstructed metadata tree that corresponds to an encrypted electronic health record in the encrypted data store; accessing the encrypted electronic health record from the encrypted data store using a reference from the node; and decrypting the encrypted electronic health record using a record key. 9. The processing system of claim 8 wherein the instructions, when executed by the hardware processor, cause the hardware processor to: access the metadata tree journal from the metadata store; generate second integrity information from the first reconstructed metadata tree; and validate the first reconstructed metadata tree by comparing the first integrity information to the second integrity information. 10. The processing system of claim 8 wherein the instructions, when executed by the hardware processor, cause the hardware processor to: generate a second hash of the first reconstructed metadata tree; and validate the first reconstructed metadata tree using the second hash and a first hash of the metadata tree provided by the metadata integrity validator. 11. The processing system of claim 8 wherein the instructions, when executed by the hardware processor, cause the hardware processor to: generate the first reconstructed metadata tree using the summary tree received from the metadata integrity validator. 12. An article comprising at least one non-transitory machine-readable storage medium storing instructions that, when executed by a processing system, cause the processing system to: store in a metadata integrity validator, first integrity information for a metadata tree of a patient, the first integrity information including a summary tree that identifies a state of the metadata tree, the summary tree based on an in-order traversal of a corresponding subtree of the metadata tree, the first integrity information including a hash of the subtree based on a hash function cumulatively applied to nodes of the subtree from a root node to a last node along the in-order traversal; generate a first reconstructed metadata tree from a metadata tree journal provided by a metadata store, wherein the first integrity information is used to generate the first reconstructed metadata tree to ensure a consistent version is reconstructed from the metadata tree journal; receive the first integrity information from the metadata integrity validator, the first integrity information corresponding to the metadata tree journal; validate the first reconstructed metadata tree of the patient using the first integrity information received from the metadata integrity validator; responsive to successful validation of the first reconstructed metadata, permit read and read access to
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