Reducing workload using transaction aggregation

Patent metadata

Field	Value
Publication number	US-11869076-B2
Application number	US-201815887751-A
Country	US
Kind code	B2
Filing date	Feb 2, 2018
Priority date	Feb 2, 2018
Publication date	Jan 9, 2024
Grant date	Jan 9, 2024

Abstract

Techniques are described for reducing the number of transactions required to perform operations for services that support many-to-many relationships between entities. A one-to-many operation that involves an entity of a first type and multiple entities of a second type may be performed in two asynchronous phases: a one-to-intermediary phase and an intermediary-to-many phase. During the one-to-intermediary phase, a single transaction is performed between the entity of the first type and an intermediary. During the intermediary-to-many phase, a distinct transaction is performed between the intermediary and each of the entities of the second type that are involved in the one-to-many operation. The transaction performed for a particular entity of the second type during the intermediary-to-many phase may aggregate all changes that affect the particular entity, thereby significantly reducing the number of transactions performed by the system. The reduction in the number of transactions produces a variety of benefits, including both a reduction in computational overhead and a reduction in storage space consumption.

First claim

What is claimed is:

1. A method for reducing workload of a computer system that performs transactions between entities that have many-to-many relationships by aggregating transactions in the computing system, comprising:
during a one-to-intermediary phase in which a triggering condition has not been satisfied:
receiving, at a database system, a first request for a first one-to-many operation between a first entity and a plurality of first target entities;
wherein the plurality of first target entities are a subset of a set of target entities;
wherein the first request requires:
a first set of one or more updates to one or more values, stored in the database system, associated with the first entity; and
a plurality of first target updates, wherein each first target update of the plurality of first target updates is to one or more values, stored in the database system, associated with a respective first target entity of the plurality of first target entities; and

in a first transaction, the database system performing the first set of one or more updates, to values stored in the database system, and a first corresponding set of one or more updates to one or more values, stored in the database system, associated with an intermediary;
receiving, at the database system, a second request for a second one-to-many operation between a second entity and a plurality of second target entities;
wherein the plurality of second target entities are a subset of the set of target entities;
wherein the second request requires:
a second set of one or more updates to one or more values, stored in the database system, associated with the second entity; and
a plurality of second target updates, wherein each second target update of the plurality of second target updates is to one or more values, stored in the database system, associated with a respective second target entity of the plurality of second target entities; and

in a second transaction, the database system performing the second set of one or more updates, to values stored in the database system, and a second corresponding set of one or more updates to one or more values, stored in the database system, associated with the intermediary;

wherein one or more common target entities are common to both the plurality of first target entities and the plurality of second target entities;
detecting that the triggering condition is satisfied;
during an intermediary-to-many phase after detecting that the triggering condition is satisfied:
performing, by the database system, a single transaction for each target entity in the set of target entities to:
cause the one or more values, stored in the database system, associated with each respective first target entity to reflect the plurality of first target updates;
cause the one or more values, stored in the database system, associated with each respective second target entity to reflect the plurality of second target updates; and
update one or more values, stored in the database system, associated with the intermediary to reflect performance of the plurality of first target updates and performance of the plurality of second target updates;

wherein the single transaction performed, by the database system, for each common target entity performs an update that aggregates the first target update that corresponds to the common target entity with the second target update that corresponds to the common target entity.

2. The method of claim 1 wherein the triggering condition is a particular time of day.

3. The method of claim 1 wherein the triggering condition is expiration of a particular amount of time.

4. The method of claim 1 wherein the triggering condition is based on how many one-to-many operation requests are received.

5. The method of claim 1 wherein:
the first entity is a first borrower and the plurality of first target entities is a first plurality of lenders associated with a first loan to the first borrower;
the second entity is a second borrower and the plurality of second target entities is a second plurality of lenders associated with a second loan to the second borrower; and
the one or more common target entities includes a lender that is associated with both the first loan and the second loan.

6. The method of claim 1 wherein:
the first transaction stores, in a particular table, a first record that indicates a first particular update that corresponds to a particular common target entity;
the second transaction stores, in the particular table, a second record that indicates a second particular update that corresponds to the particular common target entity; and
the single transaction performed for the particular common target entity reads the first record and the second record from the particular table and performs an update that aggregates the first particular update and the second particular update.

7. The method of claim 1 wherein the first transaction stores, in a particular table, a distinct record for each first target update of the plurality of first target updates.

8. The method of claim 7 wherein the second transaction stores, in the particular table, a distinct record for each second target update of the plurality of second target updates.

9. The method of claim 8 wherein performing a single transaction for each target entity in the set of target entities comprises:
determining the set of target entities based on records in the particular table that have not been processed; and
during the single transaction for each target entity in the set of target entities, aggregating values from records in the particular table that correspond to the target entity.

10. One or more non-transitory storage media storing instructions for reducing workload of a computer system that performs transactions between entities that have many-to-many relationships by aggregating transactions in the computing system, the instructions comprising instructions which, when executed by one or more computing devices, cause:
during a one-to-intermediary phase in which a triggering condition has not been satisfied:
receiving, at a database system, a first request for a first one-to-many operation between a first entity and a plurality of first target entities;
wherein the plurality of first target entities are a subset of a set of target entities;
wherein the first request requires:
a first set of one or more updates to one or more values, stored in the database system, associated with the first entity; and
a plurality of first target updates, wherein each first target update of the plurality of first target updates is to one or more values, stored in the database system, associated with a respective first target entity of the plurality of first target entities; and

in a first transaction, the database system performing the first set of one or more updates, to values stored in the database system, and a first corresponding set of one or more updates to one or more values, stored in the database system, associated with an intermediary;
receiving, at the database system, a second request for a second one-to-many operation between a second entity and a plurality of second target entities;
wherein the plurality of second target entities are a subset of the set of target entities;
wherein the second request requires:
a second set of one or more updates to one or more values, stored in the database system, associated with the second entity; and
a plurality of second target updates, wherein each second target update of the plurality of second target updates is to one or more values, stored in the database system, associated with a respective second target entity of the plurality of second target entities; and

Assignees

• Lendingclub Corp
• Lendingclub Bank Nat Association

Inventors

• Gopalakrishna Shanmughavadivelu

Classifications

• G06Q40/03 Primary

  Credit; Loans; Processing thereof · CPC title

• G06Q20/36

  using electronic wallets or electronic money safes · CPC title