Abstract: Aspects of the disclosure relate to preventing unauthorized access to secured information systems using advanced pre-authentication techniques. A computing platform may receive, from a local traffic manager, a first enriched access request associated with a first remote computing device. Then, the computing platform may apply a pre-authentication classification model to the first enriched access request associated with the first remote computing device. Thereafter, the computing platform may determine that the first enriched access request associated with the first remote computing device is likely malicious. Then, the computing platform may generate one or more first pre-authentication response commands directing client portal server infrastructure to process the first enriched access request associated with the first remote computing device as a malicious request.

Abstract: Aspects of the disclosure relate to preventing unauthorized access to secured information systems using advanced pre-authentication techniques. A computing platform may receive, from a local traffic manager, a first enriched access request associated with a first remote computing device. Then, the computing platform may apply a pre-authentication classification model to the first enriched access request associated with the first remote computing device. Thereafter, the computing platform may determine that the first enriched access request associated with the first remote computing device is likely malicious. Then, the computing platform may generate one or more first pre-authentication response commands directing client portal server infrastructure to process the first enriched access request associated with the first remote computing device as a malicious request.

Abstract: Aspects of the disclosure relate to optimizing data replication across multiple data centers. A computing platform may receive, from an authentication hub computing platform, an event message corresponding to an event associated with the authentication hub computing platform. In response to receiving the event message, the computing platform may transform the event message to produce multiple transformed messages. The multiple transformed messages may include a first transformed message associated with a first topic and a second transformed message associated with a second topic different from the first topic. Subsequently, the computing platform may send, to at least one messaging service computing platform associated with at least one other data center different from a data center associated with the computing platform, the multiple transformed messages.

Abstract: Aspects of the disclosure relate to optimizing data processing across server clusters and data centers using checkpoint-based data replication. A computing platform may determine to initiate a data processing job associated with identifying one or more features of a source dataset, and the data processing job may include multiple processing steps. Based on determining to initiate the data processing job, the computing platform may generate one or more commands directing one or more cluster server nodes associated with a data center to execute the multiple processing steps. The one or more commands may direct the one or more cluster server nodes to update a checkpoint table as each processing step is completed, and may further direct the one or more cluster server nodes to replicate processing results data to at least one other data center. Subsequently, the computing platform may send the generated commands to the cluster server nodes.

Abstract: Aspects of the disclosure relate to optimizing data processing across server clusters and data centers using checkpoint-based data replication. A computing platform may determine to initiate a data processing job associated with identifying one or more features of a source dataset, and the data processing job may include multiple processing steps. Based on determining to initiate the data processing job, the computing platform may generate one or more commands directing one or more cluster server nodes associated with a data center to execute the multiple processing steps. The one or more commands may direct the one or more cluster server nodes to update a checkpoint table as each processing step is completed, and may further direct the one or more cluster server nodes to replicate processing results data to at least one other data center. Subsequently, the computing platform may send the generated commands to the cluster server nodes.

Abstract: Aspects of the disclosure relate to optimizing data replication across multiple data centers. A computing platform may receive, from an authentication hub computing platform, an event message corresponding to an event associated with the authentication hub computing platform. In response to receiving the event message, the computing platform may transform the event message to produce multiple transformed messages. The multiple transformed messages may include a first transformed message associated with a first topic and a second transformed message associated with a second topic different from the first topic. Subsequently, the computing platform may send, to at least one messaging service computing platform associated with at least one other data center different from a data center associated with the computing platform, the multiple transformed messages.