US-12626299-B2 - Adaptive anchoring mechanism for resource proxies

Abstract

System and methods are disclosed comprising techniques for adaptive digital anchoring, such as generating an execution record set based on a monitored digital communication associated with executing entities, determining a terminal resource value for a standard resource unit and a terminal execution value for a digital resource proxy of the standard resource unit based on the execution record set, generating an anchoring parameter for aligning the terminal execution value of the digital resource proxy with the terminal resource value of the standard resource unit, generating a modified terminal execution value for the digital resource proxy by applying the anchoring parameter onto the terminal execution value, determining a distributive resource set of allocable resources associated with the active digital resource proxies and a recipient entity that is designated to receive the distributive resource set, and transmitting the distributive resource set of allocable resources to the recipient entity.

Inventors

• Kevin RUTTER
• David WERBLOWSKY

Assignees

• NYDDEX, Inc.

Dates

Publication Date

20260512

Application Date

20250716

Claims (20)

1. 1 . A non-transitory, computer-readable storage medium comprising instructions recorded thereon, wherein the instructions, when executed by at least one data processor of a system for executing a standardized resource distribution protocol for digital resource proxies of a first type, cause the system to execute resource distribution protocols of digital resource proxies of a second type via the standardized resource distribution protocol by: generating, based on a monitored digital communication associated with a first processing node over a first time interval expiring prior to a predetermined expiration timestamp associated with the standardized resource distribution protocol of the digital resource proxies of the first type, an execution record set, each execution record indicating a digital resource proxy of the second type for a standard resource unit of allocable memory that is associated with a dynamic resource value, wherein the digital resource proxy of the second type comprises an execution value at which the digital resource proxy is active for the first processing node within the first time interval, wherein the digital resource proxy of the second type corresponds to a resource distribution protocol for allocating, at expiration of the first time interval prior to the predetermined expiration timestamp, a first quantity of allocable memory associated with the standard resource unit to one or more processing nodes, and wherein the standardized resource distribution protocol of the digital resource proxies of the first type causes allocating, at the predetermined expiration timestamp, a second quantity of allocable memory associated with the standard resource unit to the one or more processing nodes; responsive to expiration of the first time interval prior to the predetermined expiration timestamp for the standardized resource distribution protocol: determining a terminal resource value for the standard resource unit and a terminal execution value for the digital resource proxy of the second type for the standard resource unit based, in part, on execution values of active digital resource proxies of the second type recorded within the execution record set; generating, using a first detected deviation between the terminal resource value and the terminal execution value, an anchoring parameter for aligning the terminal execution value of the digital resource proxy of the second type with the terminal resource value of the standard resource unit; and generating a modified terminal execution value for the digital resource proxy of the second type for the standard resource unit by applying the anchoring parameter onto the terminal execution value of the digital resource proxy of the second type to displace the terminal execution value towards the terminal resource value without performing actual allocation of the first quantity of allocable memory under the resource distribution protocol of the digital resource proxy of the second type; and responsive to expiration of the predetermined expiration timestamp, executing the standardized resource distribution protocol of the digital resource proxies of the first type for the digital resource proxy of the second type by: determining, using a second detected deviation between the execution values of the active digital resource proxies of the second type and the modified terminal execution value instead of the terminal execution value, the second quantity of allocable memory associated with activation of the active digital resource proxies of the second type for the first processing node and a second processing node that is designated to access the second quantity of allocable memory; and transmitting the second quantity of allocable memory to the second processing node prior to monitoring digital communication associated with the first processing node over a second time interval following the predetermined expiration timestamp.
2. 2 . The non-transitory, computer-readable storage medium of claim 1 , wherein the instructions further cause the system to: determine, using the second detected deviation between the modified terminal execution value and the execution value of the digital resource proxy, a source processing node that is designated to provision the second quantity of allocable memory.
3. 3 . The non-transitory, computer-readable storage medium of claim 2 , wherein the instructions further cause the system to retrieve the second quantity of allocable memory from the source processing node.
4. 4 . The non-transitory, computer-readable storage medium of claim 1 , wherein the instructions further cause the system to: identify a digital entity profile associated with the second processing node that is designated to receive the second quantity of allocable memory, the digital entity profile indicating a third quantity of allocable memory; and update the digital entity profile of the second processing node by adding the allocable memory of the second quantity to the allocable memory of the third quantity.
5. 5 . The non-transitory, computer-readable storage medium of claim 1 , wherein the instructions further cause the system to: obtain a memory allocation threshold for selectively determining the second processing node between the first processing node and a third processing node separate from the first processing node; and responsive to determining that the second detected deviation satisfies the memory allocation threshold, assigning the first processing node as the second processing node.
6. 6 . The non-transitory, computer-readable storage medium of claim 5 , wherein the instructions further cause the system to: responsive to determining that the second detected deviation does not satisfy the memory allocation threshold, assigning the third processing node as the second processing node.
7. 7 . The non-transitory, computer-readable storage medium of claim 1 , wherein the instructions further cause the system to: store the modified terminal execution value as the execution value of the digital resource proxy of the standard resource unit.
8. 8 . The non-transitory, computer-readable storage medium of claim 1 , wherein the instructions further cause the system to: retrieve, from the first processing node, an execution request for activating one or more digital resource proxies of the standard resource unit; generating, using the execution request, at least one execution record indicating one or more active digital resource proxies of the standard resource unit between the first processing node and a third processing node separate from the first processing node; and storing the at least one execution record within the execution record set.
9. 9 . A digital anchoring system that executes resource distribution protocols of digital resource proxies of a second type via a standardized resource distribution protocol for digital resource proxies of a first type, the digital anchoring system comprising: at least one hardware processor; a first non-transitory memory storing instructions, which, when executed by the at least one hardware processor, cause the digital anchoring system to: generate, based on a monitored digital communication associated with a first processing node over a first time interval expiring prior to a predetermined expiration timestamp associated with the standardized resource distribution protocol of the digital resource proxies of the first type, an execution record set, each execution record indicating a digital resource proxy of the second type for a standard resource unit of allocable memory that is associated with a dynamic resource value, wherein the digital resource proxy of the second type comprises an execution value at which the digital resource proxy is active for the first processing node, wherein the digital resource proxy of the second type corresponds to a resource distribution protocol for allocating, at expiration of the first time interval prior to the predetermined expiration timestamp, a first quantity of allocable memory associated with the standard resource unit to one or more processing nodes, and wherein the standardized resource distribution protocol of the digital resource proxies of the first type causes allocating, at the predetermined expiration timestamp, a second quantity of allocable memory associated with the standard resource unit to the one or more processing nodes; and responsive to expiration of the first time interval prior to the predetermined expiration timestamp for the standardized resource distribution protocol: determine a terminal resource value for the standard resource unit and a terminal execution value for the digital resource proxy of the second type for the standard resource unit based, in part, on execution values of active digital resource proxies of the second type recorded within the execution record set; generate, using a first detected deviation between the terminal resource value and the terminal execution value, an anchoring parameter for aligning the terminal execution value of the digital resource proxy of the second type with the terminal resource value of the standard resource unit; and generate a modified terminal execution value for the digital resource proxy of the second type for the standard resource unit by applying the anchoring parameter onto the terminal execution value of the digital resource proxy of the second type to displace the terminal execution value towards the terminal resource value without performing actual allocation of the first quantity of allocable memory under the resource distribution protocol of the digital resource proxy of the second type; and a second non-transitory memory communicatively coupled to the first non-transitory memory, the second non-transitory memory storing instructions, which, when executed by the at least one hardware processor responsive to expiration of the predetermined expiration timestamp, cause the digital anchoring system to: determine, using a second detected deviation between the execution values of the active digital resource proxies of the second type and the modified terminal execution value instead of the terminal execution value, the second quantity of allocable memory associated with activation of the active digital resource proxies of the second type for the first processing node and a second processing node that is designated to access the second quantity of allocable memory; and transmit the second quantity of allocable memory to the second processing node prior to monitoring subsequent digital communication associated with the first processing node.
10. 10 . The digital anchoring system of claim 9 , wherein the instructions of the second non-transitory memory further cause the digital anchoring system to: determine, using the second detected deviation between the modified terminal execution value and the execution value of the digital resource proxy, a source processing node that is designated to provision the second quantity of allocable memory.
11. 11 . The digital anchoring system of claim 10 , wherein the instructions of the second non-transitory memory further cause the digital anchoring system to retrieve the second quantity of allocable memory from the source processing node.
12. 12 . The digital anchoring system of claim 9 , wherein the monitored digital communication associated with the first processing node is captured over a time interval, and wherein the terminal resource value and the terminal execution value is determined at expiration of the time interval.
13. 13 . The digital anchoring system of claim 12 , wherein the time interval is a first time interval, and wherein the second quantity of allocable memory is transmitted to the second processing node prior to monitoring the subsequent digital communication associated over a second time interval following the first time interval.
14. 14 . The digital anchoring system of claim 9 , wherein the instructions of the second non-transitory memory further cause the digital anchoring system to: identify a digital entity profile associated with the second processing node that is designated to receive the second quantity of allocable memory, the digital entity profile indicating a third quantity of allocable memory; and update the digital entity profile of the second processing node by adding the allocable memory of the second quantity to the allocable memory of the third quantity stored.
15. 15 . The digital anchoring system of claim 9 , wherein the instructions of the second non-transitory memory further cause the digital anchoring system to: obtain a memory allocation threshold for selectively determining the second processing node between the first processing node and a third processing node separate from the first processing node; and responsive to determining that the second detected deviation satisfies the memory allocation threshold, assign the first processing node as the second processing node.
16. 16 . The digital anchoring system of claim 15 , wherein the instructions of the second non-transitory memory further cause the digital anchoring system to: responsive to determining that the second detected deviation does not satisfy the memory allocation threshold, assign the third processing node as the second processing node.
17. 17 . The digital anchoring system of claim 9 , wherein the instructions of the first non-transitory memory further cause the digital anchoring system to: store the modified terminal execution value as the execution value of the digital resource proxy of the standard resource unit.
18. 18 . The digital anchoring system of claim 9 , wherein the instructions of the first non-transitory memory further cause the digital anchoring system to: retrieve, from the first processing node, an execution request for activating one or more digital resource proxies of the standard resource unit; generate, using the execution request, at least one execution record indicating one or more active digital resource proxies of the standard resource unit between the first processing node and a third processing node separate from the first processing node; and store the at least one execution record within the execution record set.
19. 19 . A computer-implemented method for executing resource distribution protocols of digital resource proxies of a second type via a standardized resource distribution protocol for digital resource proxies of a first type, the method comprising: generating, based on a monitored digital communication associated with a first processing node over a first time interval expiring prior to a predetermined expiration timestamp associated with the standardized resource distribution protocol of the digital resource proxies of the first type, an execution record set, each execution record indicating a digital resource proxy of the second type for a first standard resource unit of allocable memory that is associated with a dynamic resource value, wherein the digital resource proxy of the second type comprises an execution value at which the digital resource proxy is active for the first processing node within the first time interval, wherein the digital resource proxy of the second type corresponds to a resource distribution protocol for allocating, at expiration of the first time interval prior to the predetermined expiration timestamp, a first quantity of allocable memory associated with the first standard resource unit to one or more processing nodes, and wherein the standardized resource distribution protocol of the digital resource proxies of the first type causes allocating, at the predetermined expiration timestamp, a second quantity of allocable memory associated with the first standard resource unit to the one or more processing nodes; responsive to expiration of the first time interval prior to the predetermined expiration timestamp for the standardized resource distribution protocol: determining a terminal resource value for the first standard resource unit and a terminal execution value for the digital resource proxy of the second type for the first standard resource unit based, in part, on execution values of active digital resource proxies of the second type recorded within the execution record set; generating, using a first detected deviation between the terminal resource value and the terminal execution value, an anchoring parameter for aligning the terminal execution value of the digital resource proxy of the second type with the terminal resource value of the first standard resource unit; and generating a modified terminal execution value for the digital resource proxy of the second type for the first standard resource unit by applying the anchoring parameter onto the terminal execution value of the digital resource proxy of the second type to displace the terminal execution value towards the terminal resource value without performing actual allocation of the first quantity of allocable memory under the resource distribution protocol of the digital resource proxy of the second type; and responsive to expiration of the predetermined expiration timestamp, executing the standardized resource distribution protocol of the digital resource proxies of the first type for the digital resource proxy of the second type by: validating the modified terminal execution value via comparing the modified terminal execution value to at least one dynamic resource value for a second standard resource unit of allocable memory that corresponds to the first standard resource unit; determining, using a second detected deviation between the execution values of the active digital resource proxies of the second type and the modified terminal execution value instead of the terminal execution value, the second quantity of allocable memory associated with activation of the active digital resource proxies of the second type for the first processing node and a second processing node that is designated to access the second quantity of allocable memory; and transmitting the second quantity of allocable memory to the second processing node prior to monitoring digital communication associated with the first processing node over a second time interval following the predetermined expiration timestamp.
20. 20 . The computer-implemented method of claim 19 further comprising: retrieving, from the first processing node, an execution request for activating one or more digital resource proxies of the first standard resource unit; generating, using the execution request, at least one execution record indicating one or more active digital resource proxies of the first standard resource unit between the first processing node and a third processing node separate from the first processing node; and storing the at least one execution record within the execution record set.

Description

CROSS-REFERENCE TO RELATED APPLICATIONS This application claims priority to U.S. Provisional Patent Application No. 63/685,676, filed on Aug. 21, 2024, entitled DYNAMIC ANCHORING MECHANISMS FOR ROBUST ALIGNMENT SYSTEMS AND METHODS, which is hereby incorporated by reference in its entirety. BACKGROUND Synchronization mechanisms in distributed computing architectures constitute a fundamental technical requirement for maintaining data integrity and operational coherence across heterogeneous system components. As computational infrastructures evolve toward increased complexity and horizontal scalability, the technical challenges inherent in implementing precise temporal coordination of data states across multiple processing nodes are substantially magnified. Conventional synchronization protocols predominantly implement deterministic update intervals or static reconciliation schedules, which exhibit significant limitations when deployed in contemporary high-throughput computing environments where continuous data congruence and short-term state propagation represent critical system requirements. The technical constraints of established synchronization methodologies become particularly pronounced in computational contexts necessitating high-frequency state updates across distributed system architectures. These technical limitations frequently manifest as processing inefficiencies, data state inconsistencies, and potential system degradation, particularly within environments where algorithmic decision processes and precise inter-entity coordination are essential operational parameters. Furthermore, legacy infrastructure implementations often lack the necessary technical capabilities to accommodate dynamic synchronization protocols capable of adapting to variable network conditions, fluctuating processing loads, or differential update frequency requirements. As distributed computing paradigms continue their technical evolution, there exists a substantive requirement for advanced synchronization algorithms and methodologies that can integrate seamlessly with established computational frameworks while delivering the requisite performance characteristics, temporal precision, and adaptive capabilities demanded by modern distributed applications and specialized use cases. BRIEF DESCRIPTION OF THE DRAWINGS Detailed descriptions of implementations of the present invention will be described and explained through the use of the accompanying drawings. FIG. 1 is a system diagram illustrating an example of a computing environment in which the disclosed system operates in some implementations. FIG. 2 is a block diagram that illustrates a digital anchoring system that can implement aspects of the present technology. FIG. 3 is a block diagram that illustrates aspects of the digital anchoring system in accordance with some implementations of the disclosed technology. FIGS. 4A-4B are block diagrams that illustrate an anchoring mechanism in accordance with some implementations of the disclosed technology. FIGS. 5A-5B are block diagrams that illustrate example product specifications for sample digital resource proxies in accordance with some implementations of the disclosed technology. FIGS. 6A-6B are block diagrams that illustrate example anchoring mechanisms for sample digital resource proxies in accordance with some implementations of the disclosed technology. FIG. 7 is a flow diagram that illustrates an example process for automatic adjustment of digital resource proxies in accordance with some implementations of the disclosed technology. FIG. 8 is a block diagram that illustrates an example of a computer system in which at least some operations described herein can be implemented. The technologies described herein will become more apparent to those skilled in the art from studying the Detailed Description in conjunction with the drawings. Embodiments or implementations describing aspects of the invention are illustrated by way of example, and the same references can indicate similar elements. While the drawings depict various implementations for the purpose of illustration, those skilled in the art will recognize that alternative implementations can be employed without departing from the principles of the present technologies. Accordingly, while specific implementations are shown in the drawings, the technology is amenable to various modifications. DETAILED DESCRIPTION Traditional distributed computing architectures present substantial technical limitations for implementing adaptive data synchronization mechanisms that provide continuous alignment between distributed resource representations without predetermined synchronization intervals. This challenge stems from the rigid, statically-defined nature of conventional data exchange protocols and the associated processing systems (e.g., request handling, data transformation, caching) that have evolved over decades to support these standardized communication patterns. Current distr