Abstract: Predictive entity resolution uses a set of identity models to resolve an attribute to one or more associated entities, possibly with respective probabilities, at a particular time. The predictive entity resolution generates the sets of identity models from evidence events received from evidence sources. Each evidence event has at least one attribute and an associated time stamp.

Abstract: Sensitive data may be anonymized for use in user interfaces by applying a cryptographic hash function to the data. The hashed value may be broken into hash tokens and the hash tokens converted to human readable tokens using a 1:1 conversion function. The human readable tokens can then be concatenated together to provide a human readable identifier of the sensitive data.

Abstract: Sensitive data may be anonymized for use in user interfaces by applying a cryptographic hash function to the data. The hashed value may be broken into hash tokens and the hash tokens converted to human readable tokens using a 1:1 conversion function. The human readable tokens can then be concatenated together to provide a human readable identifier of the sensitive data.

Abstract: A system and method allowing engineers to create large scale, consumer oriented, distributed applications that utilize peer to peer messaging patterns and service oriented architectures. Applications built using the method produce operational cost curves typical of successful peer to peer systems. The system includes mechanisms to deal with reliably and securely sending messages over consumer grade networks that are inherently unreliable and insecure while still permitting direct, consumer-to-consumer messaging by virtue of an extensible Network Address Translation traversal strategy. The system and method allows for the creation of consumer applications by facilitating the identification, location and assembly of services running in a network on a plurality of devices. While the application of the system and method to the distribution of large digital media is readily apparent, the system and method is, in no way, limited to this domain.