Abstract: A method and system including writing a stream of data messages to a first data structure of a first data storage format, the data messages each being written to the first data structure based on a topic and partition associated with each respective data message; committing the writing of the data messages to the first data structure as a transaction; moving the data messages in the first data structure to a staging area for a data structure of a second data storage format, the data structure of the second data storage format being different than the data structure of the first data storage format; transforming the data messages to the second data storage format; and archiving the data messages in the first data structure after a completion of the transformation of the data messages.

Abstract: Methods, systems, and computer readable media for social grouping are provided to perform social grouping of a user's contacts based on the user's interactions with the contacts. A set of attributes associated with interactions between a user and a set of contacts may be determined by a first device. The set of attributes associated with the interactions may be related to the first device. The set of contacts may be organized into a set of groups based on the set of attributes.

Abstract: A computer-implemented method of providing an emotion-aware reactive interface in an electronic device includes receiving an image of a user as an input and identifying a multi-modal non-verbal cue in the image. The method further includes interpreting the multi-modal non-verbal cue to determine a categorization and outputting a reactive interface event determined based on the categorization.

Abstract: Social grouping using a device may include determining, by the device, a set of attributes associated with interactions between a user and a set of contacts, wherein the set of attributes associated with the interactions is related to the device. The contacts may be organized into groups. The groups may be hierarchically ordered with at least one of the groups being a subgroup of another one of the groups.

Abstract: Some embodiments provide a program that receives, from an application, a role-based permission (RBP) request specifying an RBP, a first user, and a second user. The RBP specifies a set of actions, a first set of users authorized to perform the set of actions, a second set of users on which the first set of users is authorized to perform the set of actions, and a relationship condition. When the relationship condition specifies a hierarchy-based relationship, the program determines valid users in the second set of users according to a hierarchy of users. When the relationship condition specifies a non-hierarchy-based relationship, the program determines valid users in the second set of users according to a relationship not based on the hierarchy of users. The program determines whether the first user is authorized to perform the set of actions on the second user based on the determined valid users.

Abstract: A method includes retrieving, by a device, contextual information based on at least one of an image, the device, user context, or a combination thereof. At least one model is identified from multiple models based on the contextual information and at least one object recognized in an image based on at least one model. At least one icon is displayed at the device. The at least one icon being associated with at least one of an application, a service, or a combination thereof providing additional information.

Abstract: One embodiment provides a method comprising classifying one or more objects present in an input comprising visual data by executing a first set of models associated with a domain on the input. Each model corresponds to an object category. Each model is trained to generate a visual classifier result relating to a corresponding object category in the input with an associated confidence value indicative of accuracy of the visual classifier result. The method further comprises aggregating a first set of visual classifier results based on confidence value associated with each visual classifier result of each model of the first set of models. At least one other model is selectable for execution on the input based on the aggregated first set of visual classifier results for additional classification of the objects. One or more visual classifier results are returned to an application running on an electronic device for display.

Abstract: A device may include a camera configured to capture a live image data comprising an image of an object, and a processor coupled to the camera. The processor may be configured to recognize content of a selected portion of the live image data based on a contextual information relevant to the object using computer vision technology, and generate a visual information based on the recognized content. The device may also include an interface circuitry coupled to the processor. The interface circuitry may be configured to present the live image data, and overlay the live image data with the visual information.

Abstract: An electronic system includes: a control unit configured to: generate an encrypted information based on encrypting an information type, generate a mapping table including the encrypted information, the information type, or a combination thereof, generate a restored information based on mapping a decomposed information of the encrypted information, categorized according to a decomposition rule, to a corresponding instance of the information type in the mapping table, and a user interface, coupled to the control unit, configure to display the restored information on an activity dashboard for receiving a user entry to calibrate the decomposition rule.

Abstract: Some embodiments provide a program that receives, from an application, a role-based permission (RBP) request specifying an RBP, a first user, and a second user. The RBP specifies a set of actions, a first set of users authorized to perform the set of actions, a second set of users on which the first set of users is authorized to perform the set of actions, and a relationship condition. When the relationship condition specifies a hierarchy-based relationship, the program determines valid users in the second set of users according to a hierarchy of users. When the relationship condition specifies a non-hierarchy-based relationship, the program determines valid users in the second set of users according to a relationship not based on the hierarchy of users. The program determines whether the first user is authorized to perform the set of actions on the second user based on the determined valid users.

Abstract: An electronic system includes: a control unit configured to: generate an encrypted information based on encrypting an information type, generate a mapping table including the encrypted information, the information type, or a combination thereof, generate a restored information based on mapping a decomposed information of the encrypted information, categorized according to a decomposition rule, to a corresponding instance of the information type in the mapping table, and a user interface, coupled to the control unit, configure to display the restored information on an activity dashboard for receiving a user entry to calibrate the decomposition rule.

Abstract: Social grouping using a device may include determining, by the device, a set of attributes associated with interactions between a user and a set of contacts, wherein the set of attributes associated with the interactions related to the device. The contacts may be organized into a plurality of groups. The plurality of groups may be hierarchically ordered with at least one group of the plurality of groups being a subgroup of another group of the plurality of groups.

Abstract: An apparatus, method, and computer program product are described that provide for a user to share content with other users who are proximate to his or her device in a simple and intuitive manner. In some embodiments, a “wave” gesture is used to identify users of devices that nearby to the source user's device with whom the source user may communicate, such as to share content. Upon receiving a first orientation input, a scanning mode may be initiated during which one or more devices proximate the apparatus are determined. A second orientation input that is different from the first orientation input, and the scanning mode may be terminated in response. As a result, a communication with at least one selected device of the one or more devices determined to be proximate the apparatus may be facilitated.

Abstract: Methods, systems, and computer readable media for social grouping are provided to perform social grouping of a user's contacts based on the user's interactions with the contacts. A set of attributes associated with interactions between a user and a set of contacts may be determined by a first device. The set of attributes associated with the interactions may be related to the first device. The set of contacts may be organized into a set of groups based on the set of attributes.

Abstract: An apparatus, method, and computer program product are described that provide for a user to share content with other users who are proximate to his or her device in a simple and intuitive manner. In some embodiments, a “wave” gesture is used to identify users of devices that nearby to the source user's device with whom the source user may communicate, such as to share content. Upon receiving a first orientation input, a scanning mode may be initiated during which one or more devices proximate the apparatus are determined. A second orientation input that is different from the first orientation input, and the scanning mode may be terminated in response. As a result, a communication with at least one selected device of the one or more devices determined to be proximate the apparatus may be facilitated.