In-situ tenancy in graph-based models

    公开(公告)号:US12287830B2

    公开(公告)日:2025-04-29

    申请号:US18588927

    申请日:2024-02-27

    Inventor: Steven Schilders

    Abstract: An overlay system is provided that includes a plurality of storage elements and processing circuitry coupled thereto. The plurality of storage elements store a plurality of executable graph-based models such that first and second storage elements store first and second executable graph-based models, respectively. Each executable graph-based model includes a plurality of nodes. The processing circuitry receives a stimulus to share a first node of the first executable graph-based model with a second node of the second executable graph-based model. The processing circuitry instantiates a tenant overlay node that is associated with the second node and includes a set of constraints to be adhered to by the second node while sharing the first node. The processing circuitry creates a sharing channel as a medium between the first and second storage elements. The sharing channel and the tenant overlay node enable sharing of the first node with the second node.

    Systems and methods for in-situ graph-based data processing

    公开(公告)号:US12222986B2

    公开(公告)日:2025-02-11

    申请号:US18121149

    申请日:2023-03-14

    Inventor: Steven Schilders

    Abstract: A system comprises an executable graph-based model. The executable graph-based model comprises a first overlay node. The first overlay node comprises processing logic that is operable to interact with one or more associated nodes of the executable graph-based model. Further, the executable graph-based model comprises a first node that has the first overlay node associated therewith. The system further comprises a processing unit configured to receive a first stimulus associated with the first overlay node and, in response to the first stimulus being received, cause execution of said processing logic of the first overlay node. Execution of said processing logic of the first overlay node is based on the first node.

    System and methods for sub-graph processing in executable graph-based models

    公开(公告)号:US12056190B1

    公开(公告)日:2024-08-06

    申请号:US18128974

    申请日:2023-03-30

    Inventor: Steven Schilders

    CPC classification number: G06F16/9024

    Abstract: A method for dynamic execution of sub-graphs within executable graph-based models is provided. Processing circuitry obtains an executable graph-based model comprising a plurality of sub-graphs and an overlay structure comprising processing logic associated with the plurality of sub-graphs. Each sub-graph defines a hierarchical structure of related nodes. The processing circuitry receives a stimulus and a context associated with the stimulus. In response to the stimulus being received and based on the context, the processing circuitry maps the stimulus to a first sub-graph of the executable graph-based model. The processing circuitry causes execution of processing logic within the overlay structure based on the mapping. The processing logic is associated with one or more nodes of the first sub-graph.

    In-situ data processing in overlay systems using micro-overlays

    公开(公告)号:US12254046B2

    公开(公告)日:2025-03-18

    申请号:US18589308

    申请日:2024-02-27

    Inventor: Steven Schilders

    Abstract: An overlay system including a storage element and processing circuitry is provided. The storage element stores an executable graph-based model that includes various active nodes and various micro-overlay nodes. Further, each active node includes multiple node elements, where each micro-overlay node is associated with at least one node element, and extends the functionality of the corresponding node element. The processing circuitry receives a contextualized stimulus. Further, the processing circuitry identifies an active node, node elements of the active node associated with the processing of the contextualized stimulus, and one or more micro-overlay nodes associated with each identified node element. The processing circuitry executes an operation associated with the contextualized stimulus based on the identified node elements and one or more micro-overlay nodes associated with each identified node element.

    In-situ data analysis in graph-based models

    公开(公告)号:US12216652B2

    公开(公告)日:2025-02-04

    申请号:US18587412

    申请日:2024-02-26

    Inventor: Steven Schilders

    Abstract: An overlay system is provided that includes a storage element and processing circuitry coupled thereto. The storage element stores an executable graph-based model including a plurality of nodes, a plurality of rule overlay nodes, and a plurality of data analysis overlay nodes. The processing circuitry receives a stimulus indicative of a data analysis operation and identifies a first node, a rule overlay node associated with the first node, and a data analysis overlay node associated with the first node. The processing circuitry executes a set of rules associated with the rule overlay node on a composition of the first node to generate a set of outputs. The data analysis overlay node uses the set of outputs to determine whether a data analysis score associated with the first node exceeds a data analysis score threshold.

    Systems and methods for templating of executable graph-based models

    公开(公告)号:US12164569B2

    公开(公告)日:2024-12-10

    申请号:US18229607

    申请日:2023-08-02

    Inventor: Steven Schilders

    Abstract: A method discloses obtaining a node template comprising a predetermined node structure and rules governing generation of node instances based on the node template. Data elements are received. A run-time node is generated in response to the reception of the data elements. The run-time node comprises the node template and a node instance. The node instance comprises the data elements mapped to the node template based on the rules of the node template. A run-time overlay comprising an overlay template and an overlay instance comprising processing logic implementing at least one generic rule of the overlay template are obtained. The executable run-time node is generated. It comprises a composition of the run-time node and the run-time overlay such that the processing logic of the run-time overlay is operable to interact with the run time node during execution of the executable run-time node.

    SYSTEMS AND METHODS FOR INFORMATION RETRIEVAL FROM GRAPH-BASED MODELS

    公开(公告)号:US20240289328A1

    公开(公告)日:2024-08-29

    申请号:US18589084

    申请日:2024-02-27

    Inventor: Steven Schilders

    CPC classification number: G06F16/24526 G06F16/22 G06F16/248

    Abstract: A graph-based model comprises a plurality of entity nodes indicative of a plurality of entities within a dataset and a hierarchical structure of nodes. The hierarchical structure of nodes include a plurality of data nodes indicative of a plurality of data values associated with the plurality of entities and a plurality of context nodes coupled between the plurality of entity nodes and the plurality of data nodes. The plurality of context nodes define contextual relationships between the plurality of entity nodes and the plurality of data nodes. A query comprising a query value is received and a node within the hierarchical structure of nodes is identified based on the query value. A traversal path is determined from the node to a first entity node related to the node and a response to the query is generated based on the traversal path.

    IN-SITU MESSAGING HISTORY IN GRAPH-BASED MODELS

    公开(公告)号:US20240289311A1

    公开(公告)日:2024-08-29

    申请号:US18589406

    申请日:2024-02-27

    Inventor: Steven Schilders

    CPC classification number: G06F16/219 G06F16/288 G06F16/9024

    Abstract: An overlay system is provided that includes processing circuitry and a storage element that stores an executable graph-based model including various active nodes, various history message nodes, and various history overlay nodes. Each active node is associated with one or more history overlay nodes that facilitate the creation and maintenance of one or more history message nodes associated therewith. The processing circuitry receives a contextualized stimulus and identifies an active node and one or more history message nodes in the executable graph-based model based on the context. The processing circuitry creates one or more history nodes (e.g., one or more historical versions of the corresponding active node) based on the one or more history message nodes. Further, the processing circuitry executes an operation associated with the stimulus based on the identified active node, the one or more history overlay nodes, and the created one or more history nodes.

    Systems and methods for in-situ graph-based data processing

    公开(公告)号:US12229191B2

    公开(公告)日:2025-02-18

    申请号:US18128984

    申请日:2023-03-30

    Inventor: Steven Schilders

    Abstract: A system comprises an executable graph-based model. The executable graph-based model comprises a first overlay node. The first overlay node comprises processing logic that is operable to interact with one or more associated nodes of the executable graph-based model. Further, the executable graph-based model comprises a first node that has the first overlay node associated therewith. The system further comprises a processing unit configured to receive a first stimulus associated with the first overlay node and, in response to the first stimulus being received, cause execution of said processing logic of the first overlay node. Execution of said processing logic of the first overlay node is based on the first node.

    RESOURCE UTILIZATION IN OVERLAY SYSTEMS USING PROJECTIONS

    公开(公告)号:US20240291774A1

    公开(公告)日:2024-08-29

    申请号:US18589322

    申请日:2024-02-27

    Inventor: Steven Schilders

    CPC classification number: H04L47/83 H04L47/822

    Abstract: An overlay system including a storage element and processing circuitry is provided. The storage element stores an executable graph-based model. The processing circuitry receives a contextualized stimulus. Further, the processing circuitry identifies nodes associated with processing of the contextualized stimulus and determines an association between each identified node and a node layer present in the executable graph-based model. The processing circuitry loads the identified nodes, simultaneously, into the executable graph-based model based on the determined association such that one or more identified nodes are loaded into at least one node layer. The identified nodes loaded into the executable graph-based model form a projection. The processing circuitry further executes an operation associated with the contextualized stimulus based on the projection.

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