Citrix Systems, Inc.

Pakshal Kumar H Dhelaria

Aikaterini Kalou

R V Shouri Gupta

Saifulla Shaik

Hemwant Kumar Prasad

Ambarish Kumar

The present disclosure is directed to a scalable, extensible, fault-tolerant system for stateful joining of two or more streams that are not fully synchronized, event ordering is not guaranteed, and certain events arrive a bit late. The system can ensure to combine the events or link the data in near real-time with low latency to mitigate impacts on downstream applications, such as ML models for determining suspicious behavior. Apart from combining events, the system can ensure to propagate the needed entities to other product streams or help in entity resolution. If any of the needed data is yet to arrive, a user can configure a few parameters to achieve desired eventual and attribute consistency. The architecture is designed to be agnostic of stream processing framework and can work well with both streaming and batch paths.

Systems and methods for data linkage and entity resolution of continuous and un-synchronized data streams

Described herein are systems and methods for managing releases of an application in a controlled manner. A computing environment may include a first and second release of an application service, a message broker, a deployment management service and an application management service. The deployment management service may receive settings for the second release, configure the application management service in the computing environment with the settings, and transmit a request to the message broker to cause the application management service to receive messages published to a first category of the message broker. The application management service may receive a message from the message broker, identify a second category of the message broker corresponding to one of the first release or the second release, and publish the message to the second category of the message broker for consumption by one of the first release or the second release of the application service.

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Bengaluru, India

Pakshal Kumar H Dhelaria