Abstract: An approach is provided for providing optimized privacy in cognitive radio information sharing. A cognitive radio privacy optimization platform determines cognitive radio connectivity information provided by at least one device. The cognitive radio privacy optimization platform also processes and/or facilitates a processing of the cognitive radio connectivity information to determine a quality, an amount, or a combination thereof of the cognitive radio connectivity information. The cognitive radio privacy optimization platform further determines at least one service class for providing cognitive radio connectivity to the at least one device based, at least in part, on the quality, the amount, or a combination thereof of the cognitive radio information.

Abstract: An approach is provided for providing single sign-on for computation closures. A single sign-on management platform determines to create a single sign-on computation closure in response to an initiation of a single sign-on authentication session. The single sign-on management platform also determines one or more computation entities that are to execute at least one other computation closure under the single sign-on authentication session. The single sign-on management platform further causes, at least in part, a transfer of the single sign-on computation closure to the one or more computation entities.

Abstract: An approach is provided for providing data access via multi-user views. An access management platform determines at least one view of data, wherein the at least one view is created based on one or more queries with one or more projections in one or more monadic elements to the data. The access management platform further determines one or more policies for accessing the data, wherein the one or more policies specify at least one or more access capabilities. The access management platform also causes storage of the one or more policies, the one or more access capabilities, or a combination thereof in the one or more monadic elements. The access management platform further causes granting of access to the at least one view by one or more requesting devices, wherein the granting of the access is determined by processing of the one or more monadic elements.

Abstract: An approach is provided for providing information clustering based on predictive social graphs. An information clustering platform processes and/or facilitates a processing of one or more social graphs associated with one or more users to cause, at least in part, a prediction of one or more future states of the one or more social graphs. The information clustering platform further causes, at least in part, a clustering of one or more data items associated with at least one information space based, at least in part, on the one or more social graphs, the one or more future states, or a combination thereof.

Abstract: An approach is provided for determining results based on filtered information. A context request is detected from one or more programs. Another program determines to filter the content request, the one or more programs, or a combination thereof. One or more results of the content request are determined based, at least in part, on the filtered content request, the filtered one or more programs, or a combination thereof.

Abstract: An approach is provided for providing standard information processing pipelines. A standard pipeline generation platform processes and/or facilitates a processing of one or more information sources to cause an extraction of one or more least meaningful data components. The standard pipeline generation platform also causes a transformation of the one or more least meaningful data components into one or more isomorphic representations. The standard pipeline generation platform further causes a compilation of one or more data repositories comprising the one or more isomorphic representations, wherein the one or more data repositories are available for processing by one or more services, one or more applications, or combination thereof. The standard pipeline generation platform also causes a loading of the one or more data repositories, the one or more isomorphic representations, or a combination thereof into the one or more information sources following the processing.

Abstract: An approach is provided for providing multi-level distributed computations. A distributed computation manager receives at least one request to migrate at least one computation closure within a computational architecture, the computational architecture comprising a plurality of architectural levels including, at least in part, a device level, an infrastructure level, and a cloud computing level. The distributed computation manager also determines to select at least one of the architectural levels based, at least in part, on a determination of whether the network infrastructure level can support the at least one computation closure. The distributed computation manager further determines to migrate the at least one computation closure to the selected at least one of the architectural levels.

Abstract: An approach is provided for allocating radio resources based on social distance information for one or more social groups. The coexistence platform determines social distance information for at least one group of a plurality of one or more users, one or more devices associated with the one or more users, or a combination thereof. The coexistence platform causes, at least in part, at least one allocation of the one or more radio resources to the one or more devices based, at least in part, on the social distance information for the at least one group or a subset of the at least one group. The coexistence client causes an initiation of a request for at least one allocation of one or more radio resources. The coexistence client determines the one or more radio resources based, at least in part, on social distance information.

Abstract: An approach is provided for retrieving ordered content via a service endpoint. A radio frequency memory tag is preloaded with content managed by a service platform. A request is generated for content stored on the radio frequency memory tag of an endpoint associated with the service platform. Transmission of the request to the endpoint is initiated. The request for the content is received from a user equipment. Transmission of the content is initiated from the memory tag to the user equipment. The user equipment receives the content from the memory tag in response to the request.

Abstract: An apparatus for determining data signatures in a dynamic distributed device network may include a processor. The processor may be configured to receive a first query and generate a local partial closure of the data identified by the first query. The processor may be further configured to synthesize a data signature of the local partial closure. In this regard, the data signature may be an irreducible polynomial expression and the data signature may be orthogonal to remote data signatures generated from remote partial closures. Further, the processor may be configured to store the data signature in an information store within a dynamic distributed device network. Associated methods and computer program products may also be provided.

Abstract: An approach is provided for recycling information fragments in information spaces. An information management system detects a plurality of information management processes occurring in an information space. The information management processes retrieve one or more information fragments from the information space. The information management system then determines a sequence of states for each of the plurality of information management processes over a period of time and calculates a state trajectory from each of the sequence of states. The calculated state trajectories are used to predict a finite set of possible future states. The information management system uses the prediction to determine which of the one or more information fragments are recyclable and preserves the recyclable information fragments for responding to a subsequent request directed to the information space.

Abstract: An approach for providing a standard data processing model through machine learning is described. A machine learning data processing platform may process and/or facilitate a processing of the at least one data set associated with one or more computation closures to determine at least one data pattern. The machine learning data processing platform may also determine one or more data processing models associated with the one or more computation closures, the at least one data set, or a combination thereof. The machine learning data processing platform may further cause, at least in part, a training of the one or more data processing models to reflect the at least one data pattern.

Abstract: An approach is provided for providing criticality based data backup. A data backup platform determines one or more state trajectories associated with one or more information management processes operating on at least one information space. The data backup platform further processes and/or facilitates a processing of the one or more state trajectories to determine criticality information associated with one or more data items of the at least one information space. The data backup platform also determines (a) one or more data backup processes, (b) one or more data restoration processes, (c) one or more parameters for the one or more data backup processes, the data restoration processes, or a combination thereof, or (d) a combination thereof based, at least in part, on the criticality information.

Abstract: An approach is provided for providing biometric information processing using distributed computation. A biometric information processing infrastructure determines to receive an input including, at least in part, biometric information. The biometric information processing infrastructure selects one or more analyses for processing the input. The biometric information processing infrastructure also determines one or more processes associated with the one or more analyses. The biometric information processing infrastructure further determines to derive one or more computation closures from the one or more processes. The biometric information processing infrastructure determines to decompose the one or more computation closures for distribution in one or more computation spaces.

Abstract: An approach is provided for providing identity based encryption in distributed computations. An identity based encryption platform causes, at least in part, a segmentation of a computation closure into at least a first part and one or more second parts. The identity based encryption platform also causes, at least in part, an encryption of the one or more second parts using the first part as a public key of an identity-based encryption.

Abstract: An approach is provided for backend based computation closure oriented distributed computing. A computational processing support infrastructure receives a request for specifying one or more processes executing on a device for distribution over a computation space. The computational processing support infrastructure also causes, at least in part, serialization of the one or more processes as one or more closure primitives, the one or more closure primitives representing computation closures of the one or more processes. The computational processing support infrastructure further causes, at least in part, distribution of the one or more closure primitives over the computation space based, at least in part, on a cost function.

Abstract: The specification and drawings present a new apparatus and method for access control for wireless memory. A memory controller communicating with a plurality of interfaces (at least one interface comprising a radio component for wirelessly communicating with a plurality of UE) can dynamically manage an access control to the memory by the UE and/or other users through any of the interfaces based on the preconfigured rules taking into consideration the identity of the least one interface and/or the determined directionality of the UE relative to the radio component.

Abstract: An approach is provided for providing identity based encryption in distributed computations. An identity based encryption platform causes, at least in part, a segmentation of a computation closure into at least a first part and one or more second parts. The identity based encryption platform also causes, at least in part, an encryption of the one or more second parts using the first part as a public key of an identity-based encryption.

Abstract: An apparatus comprising at least one processor; and at least one memory, the memory comprising computer program code stored thereon, the at least one memory and computer program code being configured to, when run on the at least one processor, cause the apparatus to: process a passage of electronic text to identify at least one word associated with a geographical location in the passage of electronic text; search for an image-based representation of the geographical location associated with the at least one identified word; and output the image-based representation of the geographical location to a display.

Abstract: An approach is provided for processing metadata in one or more media streams. A media metadata processing platform determines to parse from a media data stream for metadata components. The media metadata processing platform also causes, at least in part, a storing of the parsed metadata components. The media metadata processing platform further determines to mark the media data stream with one or more hooks for embedding the parsed metadata components, one or more computational closures, or a combination thereof, the one or more computational closures being serialized.