Capital One Services, LLC

Emc IP Holding Company LLC

Emc Corporation

Fredrick Allen Crable

Hala Salim El-Ali

Nicky Joshi

Raman Bajaj

Sanjiv Yajnik

Gurmeet Singh

Nicholas Dolle

Vikramaditya Repaka

Ajmal Karuthakantakath

Chandra Dhandapani

Gopi Kancharla

Vipin Dwivedi

Rajesh Ranjan Sinha

Raghavendra Dharmavaram

Siddharth Srinivasan

Thomas L Watson

David Gillam

Satish Kesiboyana

Jacques Morel

Pedro Betancourt

Chen Xiao Wang

Shashwat Srivastav

Sriram Sankaran

Jun Luo

Wei Yin

Vishrut Shah

Huapeng Yuan

Subba R Gaddamadugu

Brian D Burck

Daquan Zuo

Aspects described herein may relate to methods, systems, and apparatuses that partitions searchable content and distributes the segments across a plurality of processing nodes, which in turn further sub-partitions the partitions for processing by local search actor in order to increase the speed with which a search request from a user is processed. Processing nodes available to receive partitioned searchable content are registered with an external storage device. The external storage device also maintains a global results collector that compiles results from the partitions of searchable content. Respective local collector actors receive compiled results from local search actors for a processing node and the compiled results are sent to the global results collector for compiling for the plurality of processing nodes. Results of the user search request are then provided to the user.

Scaling by dynamic discovery for data processing

Disclosed embodiments provide systems and techniques for mass execution of analytical models across multiple dimensions of client, collateral, deal structure, third party, and other data relevant to predicting optimal decisions in real-time. In some embodiments, disclosed systems and techniques increase decisioning speed through the reduction of computational loads on disclosed decisioning systems. Further disclosed systems and techniques may scale-out analytical modeling computations through, among other technological solutions, advanced execution environments that are asynchronous and non-blocking in nature so as to allow the execution of a plurality of analytical models in parallel and optimizing the results.

Automated systems for reducing computational loads in the mass execution of analytical models using scale-out computing

A device may receive information identifying a plurality of requests and identifying a plurality of targets for the plurality of requests. The device may generate respective routes for the plurality of targets, where a route, of the respective routes, for a target, of the plurality of targets, identifies a set of transformations to be applied to a corresponding request of the plurality of requests. The device may apply the respective routes to the plurality of requests to generate processed requests, and may communicate with at least one of the plurality of targets based on the processed requests. The device may receive results based on communicating with the at least one of the plurality of targets, wherein the results are based on the processed requests, and may provide information based on the results.

Input and output for target device communication

In one aspect, the present disclosure relates to a multi-lender loan management system comprising an external network gateway, an internal network gateway, a messaging service, a plurality of Application Programming Interface (API) modules coupled between the external network gateway and the internal network gateway, and a plurality of micro services coupled to the internal network gateway and configured to communicate with each other via the messaging service. API modules can include a client API module and a lender API module. Microservices can include a loan applications microservice and an offers microservice.

Multi-lender loan application management system

A search request may define a minimum value and a maximum value for a numerical parameter of the search. A plurality of binary searches may identify a minimum entry and a maximum entry, each binary search comprising selecting a single entry and using at least one analytical model to generate a score for the single entry, wherein the score of the minimum entry corresponds with the minimum value and the score of the maximum entry corresponds with the maximum value. The at least one analytical model may be used to generate a score for each of a set of entries between the minimum entry and the maximum entry while ignoring entries outside of the set of entries between the minimum entry and the maximum entry. Entries responsive to the request may be identified within the scored set of entries.

Optimizing response creation and delivery for lending queries

A multi-lender loan management system is provided herein. The multi-lender management system includes an external network gateway, an internal network gateway, a messaging service, a plurality of Application Programming Interface (API) modules coupled between the external network gateway and the internal network gateway, and a plurality of micro services coupled to the internal network gateway and configured to communicate with each other via the messaging service. API modules can include a client API module and a lender API module. Microservices can include a loan applications microservice and an offers microservice.

Multi-lender loan management system

Reactive non-blocking input and output for target device communication

A device may receive a message from a first different device that includes an identifier and may determine whether the device has previously received the message. The device may generate, based on determining that the device has not previously received the message, an additional identifier and a message status indicator and may cause the additional identifier, the message, and the message status indicator to be stored in a data structure associated with the device. The device may send an acknowledgment status to the first different device and may cause processing of the message to generate an additional message that includes the additional identifier. The device may send the additional message to a second different device and may cause, after sending the additional message to the second different device, the message status indicator in the data structure to be updated.

Facilitating resilient and fault tolerant asynchronous messaging

Growing community of inventors

Allen, TX, United States of America

Fredrick Allen Crable