Distributed ledger for peer-to-peer cloud data asset valuation
An apparatus comprises at least one processing device having a processor coupled to a memory. The processing device is configured to implement a first ledger node of a first cloud. The first ledger node of the first cloud is configured to communicate over one or more networks with a plurality of additional ledger nodes associated with respective additional clouds. The first ledger node is further configured to obtain a transaction associated with a valuation of a data asset. The first ledger node is further configured to broadcast the valuation transaction to the additional ledger nodes. A cryptographic block characterizing at least the valuation transaction is generated and entered into a blockchain distributed ledger collectively maintained by the first and additional ledger nodes. The first and additional ledger nodes collectively maintain the blockchain distributed ledger on a peer-to-peer basis without utilizing a centralized transaction authority.
1. An apparatus comprising:
at least one processing device comprising a processor coupled to a memory;
wherein the processing device is configured to implement a first ledger node of a first cloud;
the first ledger node of the first cloud being configured:
to communicate over one or more networks with one or more additional ledger nodes associated with respective additional clouds;
to obtain a transaction associated with a valuation of a given data asset;
to broadcast the transaction associated with the valuation of the given data asset to the one or more additional ledger nodes;
to generate a cryptographic block characterizing at least the transaction associated with the valuation of the given data asset;
to enter the generated cryptographic block into a blockchain distributed ledger collectively maintained by the first ledger node and the one or more additional ledger nodes;
to generate a visualization at the first ledger node by executing blockchain distributed traversal logic in the blockchain distributed ledger, the generated visualization representing multiple valuation results computed for a plurality of data assets stored in the first cloud and the additional clouds, the plurality of data assets comprising the given data asset and one or more additional data assets;
to monitor the blockchain distributed ledger for one or more additional cryptographic blocks characterizing one or more changes in valuation of the plurality of data assets, wherein at least one of the one or more changes characterizes change in valuation of the given data asset resulting from (i) importing the given data asset into analytic workspaces and (ii) creation of one or more additional ones of the plurality of data assets resulting from analytic workflows performed in the analytic workspaces using the given data asset;
to identify one or more of the plurality of data assets as critical in the blockchain distributed ledger based at least in part on detecting at least a threshold change in valuations of said one or more of the plurality of assets; and
responsive to identifying said one or more of the plurality of data assets as critical in the blockchain distributed ledger, to migrate at least one of said one or more of the plurality of assets at least one of from the first cloud to one of the additional clouds and from one of the additional clouds to the first cloud;
wherein the multiple valuation results of the generated visualization comprise, for each of the first ledger node and the one or more additional ledger nodes, a representation of a total value of a subset of the plurality of data assets that is stored in each of a corresponding one of the first cloud and the additional clouds and wherein each subset comprises multiple data assets.
2. The apparatus of claim 1 , wherein at least a subset of the first and additional clouds comprise respective public clouds or respective private clouds.
3. The apparatus of claim 1 , wherein the transaction associated with the valuation of the given data asset is obtained via execution of a valuation algorithm on at least one data set associated with the first cloud.
4. The apparatus of claim 3 , wherein the valuation algorithm is configured to generate a value for the at least one data set upon ingest to the first cloud.
5. The apparatus of claim 3 , wherein the valuation algorithm is configured to provide a value for the at least one data set when already stored in the first cloud.
6. The apparatus of claim 3 , wherein the valuation algorithm is configured to provide a value for an output of an analytic process performed on the at least one data set.
7. The apparatus of claim 3 , wherein the transaction associated with the valuation of the given data asset comprises a unique identifier for the at least one data set and a value resulting from execution of the valuation algorithm.
8. The apparatus of claim 3 , wherein an updated version of the transaction associated with the valuation of the given data asset is obtained via re-execution of the valuation algorithm on the at least one data set.
9. The apparatus of claim 8 , wherein the first ledger node is further configured:
to generate a given one of the one or more additional cryptographic blocks characterizing the updated version of the transaction associated with the valuation of the given data asset; and
to enter the given additional cryptographic block into the blockchain distributed ledger collectively maintained by the first ledger node and the one or more additional ledger nodes.
10. The apparatus of claim 9 , wherein the updated version of the transaction associated with the valuation of the data asset represents a replacement for the corresponding prior transaction in the blockchain distributed ledger or a modification of the corresponding prior transaction in the blockchain distributed ledger.
11. The apparatus of claim 1 , wherein the first ledger node and the one or more additional ledger nodes collectively maintain the blockchain distributed ledger on a peer-to-peer basis without utilizing a centralized transaction authority.
12. The apparatus of claim 1 , wherein the blockchain distributed ledger collectively maintained by the first ledger node and the one or more additional ledger nodes of the respective first and additional clouds provides a first ledger system that interfaces to one or more additional ledger systems each collectively maintained by a different group of clouds and having respective additional blockchain distributed ledgers.
13. The apparatus of claim 12 , wherein each of the first and additional ledger systems comprises an interledger gateway supporting communication between that ledger system and other ones of the ledger systems.
14. The method of claim 1 , further comprising initiating one or more notifications responsive to identifying said one or more of the plurality of data assets as critical in the blockchain distributed ledger.
15. A method comprising:
implementing a first ledger node of a first cloud;
configuring the first ledger node to communicate over one or more networks with one or more additional ledger nodes associated with respective additional clouds;
obtaining in the first ledger node a transaction associated with a valuation of a given data asset;
broadcasting the transaction associated with the valuation of the given data asset to the one or more additional ledger nodes;
generating a cryptographic block characterizing at least the transaction associated with the valuation of the given data asset;
entering the generated cryptographic block into a blockchain distributed ledger collectively maintained by the first ledger node and the one or more additional ledger nodes;
generating a visualization at the first ledger node by executing blockchain distributed traversal logic in the blockchain distributed ledger, the generated visualization representing multiple valuation results computed for a plurality of data assets stored in the first cloud and the additional clouds, the plurality of data assets comprising the given data asset and one or more additional data assets;
monitoring the blockchain distributed ledger for one or more additional cryptographic blocks characterizing one or more changes in valuation of the plurality of data assets, wherein at least one of the one or more changes characterizes change in valuation of the given data asset resulting from (i) importing the given data asset into analytic workspaces and (ii) creation of one or more additional ones of the plurality of data assets resulting from analytic workflows performed in the analytic workspaces using the given data asset;
identifying one or more of the plurality of data assets as critical in the blockchain distributed ledger based at least in part on detecting at least a threshold change in valuations of said one or more of the plurality of assets; and
responsive to identifying said one or more of the plurality of data assets as critical in the blockchain distributed ledger, migrating at least one of said one or more of the plurality of assets at least one of from the first cloud to one of the additional clouds and from one of the additional clouds to the first cloud;
wherein the multiple valuation results of the generated visualization comprise, for each of the first ledger node and the one or more additional ledger nodes, a representation of a total value of a subset of the plurality of data assets that is stored in each of a corresponding one of the first cloud and the additional clouds and wherein each subset comprises multiple data assets; and
wherein the method is performed by at least one processing device comprising a processor coupled to a memory.
16. The method of claim 15 , wherein:
the blockchain distributed ledger collectively maintained by the first ledger node and the one or more additional ledger nodes of the respective first and additional clouds provides a first ledger system that interfaces to one or more additional ledger systems each collectively maintained by a different group of clouds and having respective additional blockchain distributed ledgers; and
each of the first and additional ledger systems comprises an interledger gateway supporting communication between that ledger system and other ones of the ledger systems.
17. A computer program product comprising a non-transitory processor-readable storage medium having stored therein program code of one or more software programs, wherein the program code when executed by at least one processing device comprising a processor coupled to a memory causes the processing device to:
to implement a first ledger node of a first cloud;
to configure the first ledger node to communicate over one or more networks with one or more additional ledger nodes associated with respective additional clouds;
to obtain in the first ledger node a transaction associated with a valuation of a given data asset;
to broadcast the transaction associated with the valuation of the given data asset to the one or more additional ledger nodes;
to generate a cryptographic block characterizing at least the transaction associated with the valuation of the given data asset;
to enter the generated cryptographic block into a blockchain distributed ledger collectively maintained by the first ledger node and the one or more additional ledger nodes;
to generate a visualization at the first ledger node by executing blockchain distributed traversal logic in the blockchain distributed ledger, the generated visualization representing valuation results computed for a plurality of data assets stored in the first cloud and the additional clouds, the plurality of data assets comprising the given data asset and one or more additional data assets;
to monitor the blockchain distributed ledger for one or more additional cryptographic blocks characterizing one or more changes in valuation of the plurality of data assets, wherein at least one of the one or more changes characterizes change in valuation of the given data asset resulting from (i) importing the given data asset into analytic workspaces and (ii) creation of one or more additional ones of the plurality of data assets resulting from analytic workflows performed in the analytic workspaces using the given data asset; and
to identify one or more of the plurality of data assets as critical in the blockchain distributed ledger based at least in part on detecting at least a threshold change in valuations of said one or more of the plurality of data assets;
responsive to identifying said one or more of the plurality of data assets as critical in the blockchain distributed ledger, to migrate at least one of said one or more of the plurality of assets at least one of from the first cloud to one of the additional clouds and from one of the additional clouds to the first cloud;
wherein the multiple valuation results of the generated visualization comprise, for each of the first ledger node and the one or more additional ledger nodes, a representation of a total value of a subset of the plurality of data assets that is stored in each of a corresponding one of the first cloud and the additional clouds and wherein each subset comprises multiple data assets.
18. The computer program product of claim 17 , wherein at least a subset of the first and additional clouds comprise respective public clouds.
19. The computer program product of claim 17 , wherein at least a subset of the first and additional clouds comprise respective private clouds.
20. The computer program product of claim 17 , wherein:
the blockchain distributed ledger collectively maintained by the first ledger node and the one or more additional ledger nodes of the respective first and additional clouds provides a first ledger system that interfaces to one or more additional ledger systems each collectively maintained by a different group of clouds and having respective additional blockchain distributed ledgers; and
each of the first and additional ledger systems comprises an interledger gateway supporting communication between that ledger system and other ones of the ledger systems.