IP Library Granted Patent US 10,459,821
Granted Patent B2
US 10,459,821 · App. 15/631,486 · Granted Oct 29, 2019

Dynamically controlling erasure code distribution in an object store

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Quick Facts
Patent No.
US 10,459,821
App. No.
15/631,486
Granted
Oct 29, 2019
Kind
B2
Abstract

Example apparatus and methods monitor conditions in an object storage system. The conditions monitored may include a load balance measure in the system, a capacity balance measure in the system, a fault tolerance measure in the system, or a usage pattern measure in the system. A distribution plan or redistribution plan for storing or moving erasure codes in the object storage system may be determined based on the conditions. The distribution plan or the redistribution plan for the erasure codes may be updated dynamically in response to changing conditions in the object storage system. The distribution or redistribution may depend on a weighted combination of the load balance measure, the capacity balance measure, the fault tolerance measure, or the usage pattern measure so that responding to one sub-optimal condition (e.g., load imbalance) does not create a different sub-optimal condition (e.g., unacceptable fault tolerance).

Claims (33)

1. An apparatus that dynamically controls erasure code distribution in an object store, the apparatus comprising:

a processor;

a memory;

a set of circuits that control the location of an erasure code in an erasure code based object store, where the object store includes two or more devices on which an erasure code can be stored; and

an interface that connects the processor, the memory, and the set of circuits;

the set of circuits comprising:

a first circuit that accesses a first data concerning an operating condition associated with the object store, and that recognizes an association between a plurality of objects associated with an erasure code to be stored in the object store;

a second circuit that identifies a usage pattern associated with the plurality of objects, where the usage pattern is based, at least in part, on the association, where the usage pattern concerns a relationship between an ingest site and an accessing site, and a relationship between the plurality of objects or erasure codes to be stored in the object store;

a third circuit that generates a prediction of where, in the object store, a read operation will be performed on the plurality of objects, based, at least in part, on the usage pattern; and

a fourth circuit that creates a distribution plan to control distribution of erasure codes to members of the two or more devices when the erasure codes are stored in the object store, where the distribution plan is based, at least in part, on the first data and the prediction.

2. The apparatus of claim 1 , where the fourth circuit controls an erasure code to be stored in the object store at a location determined by the distribution plan.

3. The apparatus of claim 2 , comprising a fifth circuit that creates a redistribution plan to control redistribution of erasure codes between members of the two or more devices after the erasure codes have been stored in the object store, where the redistribution plan is based, at least in part, on the first data or the prediction.

4. The apparatus of claim 3 , where the redistribution plan is a random approach redistribution plan, or a round-robin approach redistribution plan.

5. The apparatus of claim 4 , where the fifth circuit controls an erasure code to be relocated from a first device in the object store to a second device in the object store according to the redistribution plan.

6. The apparatus of claim 5 , where the fourth circuit creates the distribution plan, or the fifth circuit creates the redistribution plan, in response to receiving a request to store an erasure code in the object store.

7. The apparatus of claim 6 , comprising a sixth circuit that accesses a second data concerning the operating condition and selectively manipulates the distribution plan or the redistribution plan based on the second data, where the second data is more up-to-date than the first data.

8. The apparatus of claim 7 , where the sixth circuit selectively manipulates the distribution plan or the redistribution plan according to a user-defined schedule.

9. The apparatus of claim 8 , where the sixth circuit selectively manipulates the distribution plan or the redistribution plan upon determining that:

a load balance measure exceeds a load balance threshold, where the load balance measure includes ranking the two or more devices in order according to load, identifying which of the two or more devices are operating above a load threshold, or identifying which of the two or more devices are operating below a threshold, and at least one of:

a capacity balance measure exceeds a capacity balance threshold, or

a fault tolerance measure exceeds a fault tolerance threshold.

10. The apparatus of claim 3 :

where the fourth circuit creates the distribution plan by identifying, based on a first user-defined rule, one or more members of the two or more devices that will support future requests to store erasure codes; and

where the fifth circuit creates the redistribution plan by identifying, based on a second user-defined rule, a source device in the object store from which a first erasure code will be relocated and a target device in the object store to which the first erasure code will be relocated.

11. The apparatus of claim 3 :

where the fourth circuit creates the distribution plan by identifying, based on a first automated rule, one or more members of the two or more devices that will support future request to store erasure codes; and

where the fifth circuit creates the redistribution plan by identifying, based on a second automated rule, a source device in the object store from which a first erasure code will be relocated and a target device in the object store to which the first erasure code will be relocated.

12. The apparatus of claim 3 :

where the distribution plan depends, at least in part, on a first weighted combination of two or more of, a load balance measure, a capacity balance measure, a fault tolerance measure, and the usage pattern; and

where the redistribution plan depends, at least in part, on a second weighted combination of two or more of, the load balance measure, the capacity balance measure, the fault tolerance measure, and the usage pattern.

13. The apparatus of claim 3 :

where the fourth circuit controls distribution of erasure codes to two or more different eligible devices in the object store according to a first plan or a schedule; and

where the fifth circuit controls redistribution of erasure codes to two or more different eligible devices in the object store according to a second plan or schedule.

Assignments (10)
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Dec 18, 2025
From: QUANTUM CORPORATION
To: U.S. BANK TRUST COMPANY, NATIONAL ASSOCIATION, AS AGENT
Reel/Frame 074024/0084 →
TERMINATION AND RELEASE OF AMENDED AND RESTATED INTELLECTUAL PROPERTY SECURITY AGREEMENT AT REEL/FRAME NO. 48029/0525 Recorded Aug 19, 2025
From: PNC BANK, NATIONAL ASSOCIATION, AS AGENT
To: QUANTUM CORPORATION
Reel/Frame 072542/0594 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 24, 2025
From: BLUE TORCH FINANCE LLC, AS AGENT FOR THE SECURED PARTIES
To: ALTER DOMUS (US) LLC, AS AGENT FOR THE SECURED PARTIES
Reel/Frame 071019/0850 →
SUPPLEMENT TO INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Jun 22, 2023
From: QUANTUM CORPORATION; QUANTUM LTO HOLDINGS, LLC
To: BLUE TORCH FINANCE, LLC
Reel/Frame 064069/0563 →
RELEASE OF SECURITY INTEREST Recorded Aug 10, 2021
From: U.S. BANK NATIONAL ASSOCIATION
To: QUANTUM CORPORATION; QUANTUM LTO HOLDINGS, LLC
Reel/Frame 057142/0252 →
SECURITY INTEREST Recorded Jan 8, 2019
From: QUANTUM CORPORATION
To: PNC BANK, NATIONAL ASSOCIATION
Reel/Frame 048029/0525 →
SECURITY INTEREST Recorded Dec 27, 2018
From: QUANTUM CORPORATION, AS GRANTOR; QUANTUM LTO HOLDINGS, LLC, AS GRANTOR
To: U.S. BANK NATIONAL ASSOCIATION, AS AGENT
Reel/Frame 049153/0518 →
RELEASE OF SECURITY INTEREST Recorded Dec 27, 2018
From: TCW ASSET MANAGEMENT COMPANY LLC, AS AGENT
To: QUANTUM CORPORATION
Reel/Frame 047863/0252 →
SECURITY INTEREST Recorded Aug 13, 2018
From: QUANTUM CORPORATION
To: TCW ASSET MANAGEMENT COMPANY LLC, AS AGENT
Reel/Frame 046778/0530 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 23, 2017
From: REINART, JOHN
To: QUANTUM CORPORATION
Reel/Frame 042797/0223 →