IP Library › Granted Patent US 12,216,927
Granted Patent B2
US 12,216,927 · App. 17/466,198 · Granted Feb 4, 2025

Storing data for machine learning and artificial intelligence applications in a decentralized storage network

Inventor: Michael Richardson (Kansas City, MO)
Assignee: PURE STORAGE, INC.
G06F3/0647H04L67/1095H04L67/1097G06F2201/84
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Quick Facts
Patent No.
US 12,216,927
App. No.
17/466,198
Granted
Feb 4, 2025
Kind
B2
Abstract

Storing data for machine learning and artificial intelligence applications in a decentralized storage network, including: identifying a plurality of decentralized storage networks that a storage system can utilize for storing data, each of the plurality of decentralized storage networks comprising a collection of network connected computers operating as cooperative participants without employing dedicated servers for the storage of data; selecting, based characteristics of each decentralized storage network, one or more decentralized storage networks for storing the data; and initiating storage of the data on the selected one of more decentralized storage networks.

Claims (43)

1. A method comprising:

selecting, based on configurations of one or more decentralized storage networks from a plurality of decentralized storage networks that are aligned with requirements associated with storing data, one or more decentralized storage networks for storing the data from the plurality of decentralized storage networks that are utilized for storing data, wherein the one or more decentralized storage networks of the plurality of decentralized storage networks comprise a collection of network connected computers operating as cooperative participants without employing dedicated servers for the storage of data;

initiating storage of the data on the selected one of more decentralized storage networks, and

sharing, with one or more other decentralized storage networks, information describing a storage system that accesses the data from the one or more decentralized storage networks, wherein the data is restored using the one or more other decentralized storage networks based on the shared information.

2. The method of claim 1 further comprising reducing, prior to initiating storage of the data on the selected one of more decentralized storage networks, a size of the data using one or more data reduction techniques.

3. The method of claim 1 wherein initiating storage of the data on the selected one of more decentralized storage networks further comprises including, in a blockchain, a contract describing a relationship agreement between the storage system and a particular decentralized storage network.

4. The method of claim 1 wherein initiating storage of the data on the selected one of more decentralized storage networks further comprises including, in a blockchain, the data.

5. The method of claim 1 further comprising:

receiving a request to take a snapshot of a dataset stored within the storage system;

creating the snapshot of the dataset stored within the storage system; and

wherein initiating storage of the data on the selected one of more decentralized storage networks further comprises initiating storage of the snapshot on the selected one of more decentralized storage networks.

6. The method of claim 1 further comprising mirroring, between the plurality of decentralized storage networks, the data.

7. The method of claim 1 further comprising:

detecting that a dataset stored within the storage system should be replicated to a second storage system;

receiving a request to modify the dataset;

modifying the dataset stored within the storage system; and

wherein initiating storage of the data on the selected one of more decentralized storage networks further comprises initiating storage of the modified dataset on the selected one of more decentralized storage networks.

8. The method of claim 1 wherein the data is utilized by an artificial intelligence application.

9. The method of claim 1 wherein the data is utilized by a machine learning application.

10. An apparatus comprising a computer processor and a computer memory operatively coupled to the computer processor, the computer memory having disposed within its computer program instructions that, when executed by the computer processor, cause the apparatus to:

select, based on configurations of one or more decentralized storage networks from a plurality of decentralized storage networks that are aligned with requirements associated with storing data, one or more decentralized storage networks for storing the data from the plurality of decentralized storage networks that are utilized for storing data, wherein the one or more decentralized storage networks of the plurality of decentralized storage networks comprise a collection of network connected computers operating as cooperative participants without employing dedicated servers for the storage of data;

initiate storage of the data on the selected one of more decentralized storage networks, and

share, with one or more other decentralized storage networks, information describing a storage system that accesses the data from the one or more decentralized storage networks, wherein the data is restored using the one or more other decentralized storage networks based on the shared information.

11. The apparatus of claim 10 further comprising computer program instructions that, when executed by the computer processor, cause the apparatus to reduce, prior to initiating storage of the data on the selected one of more decentralized storage networks, a size of the data using one or more data reduction techniques.

12. The apparatus of claim 10 wherein initiating storage of the data on the selected one of more decentralized storage networks further comprises including, in a blockchain, a contract describing a relationship agreement between the storage system and a particular decentralized storage network.

13. The apparatus of claim 10 wherein initiating storage of the data on the selected one of more decentralized storage networks further comprises including, in a blockchain, the data.

14. The apparatus of claim 10 further comprising computer program instructions that, when executed by the computer processor, cause the apparatus to:

receive a request to take a snapshot of a dataset stored within the storage system;

create the snapshot of the dataset stored within the storage system; and

wherein initiating storage of the data on the selected one of more decentralized storage networks further comprises initiating storage of the snapshot on the selected one of more decentralized storage networks.

15. The apparatus of claim 10 further comprising computer program instructions that, when executed by the computer processor, cause the apparatus to mirror, between the plurality of decentralized storage networks, the data.

16. The apparatus of claim 10 further comprising computer program instructions that, when executed by the computer processor, cause the apparatus to:

detect that a dataset stored within the storage system should be replicated to a second storage system;

receive a request to modify the dataset;

modify the dataset stored within the storage system; and

wherein initiating storage of the data on the selected one of more decentralized storage networks further comprises initiating storage of the modified dataset on the selected one of more decentralized storage networks.

17. A non-transitory computer readable storage medium storing instructions which, when executed, cause a processor to:

select, based on configurations of one or more decentralized storage networks from a plurality of decentralized storage networks that are aligned with requirements associated with storing data, one or more decentralized storage networks for storing the data from the plurality of decentralized storage networks that are utilized for storing data, wherein the one or more decentralized storage networks of the plurality of decentralized storage networks comprise a collection of network connected computers operating as cooperative participants without employing dedicated servers for the storage of data;

initiate storage of the data on the selected one of more decentralized storage networks, and

share, with one or more other decentralized storage networks, information describing a storage system that accesses the data from the one or more decentralized storage networks, wherein the data is restored using the one or more other decentralized storage networks based on the shared information.

18. The non-transitory computer readable storage medium of claim 17 , the processor further configured to reduce, prior to initiating storage of the data on the selected one of more decentralized storage networks, a size of the data using one or more data reduction techniques.

19. The non-transitory computer readable storage medium of claim 17 wherein to initiate storage of the data on the selected one of more decentralized storage networks, the processor further includes, in a blockchain, a contract describing a relationship agreement between the storage system and a particular decentralized storage network.

20. The non-transitory computer readable storage medium of claim 17 wherein to initiate storage of the data on the selected one of more decentralized storage networks, the processor further includes, in a blockchain, the data.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 3, 2021
From: RICHARDSON, MICHAEL
To: PURE STORAGE, INC.
Reel/Frame 057381/0616 →
Continuity (3)
Continuation 16293055 · Mar 5, 2019
Continuation 15916599 · Mar 9, 2018
Related Publication 20210397359A1 · Dec 23, 2021
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