Abstract: Techniques for enabling users logged-out of a social networking system to access content associated with the social networking system are described. For example, based at least in part on determining a user is unassociated with a social networking system, the social networking system may present content to the user. In some examples, the amount of content available to the user may be limited, in which the user may be prompted to create an account. In some examples, logged-out users may be prompted to pick topics associated with their interests, allowing the social networking system to curate content for logged-out users.

Abstract: There is a need for faster and more accurate predictive data analysis steps/operations. This need can be addressed by, for example, techniques for efficient predictive data analysis steps/operations. In one example, a method includes identifying a first predictive entity embedding for the first predictive entity and a second predictive entity embedding for a second predictive entity; determining, using a similarity determination machine learning model and based at least in part on the first predictive entity embedding and the second predictive entity embedding, a predicted cross-entity similarity measure; and performing one or more prediction-based actions based at least in part on the predicted cross-entity similarity measure.

Abstract: Techniques for enabling users logged-out of a social networking system to access content associated with the social networking system are described. For example, based at least in part on determining a user is unassociated with a social networking system, the social networking system may present content to the user. In some examples, the amount of content available to the user may be limited, in which the user may be prompted to create an account. In some examples, logged-out users may be prompted to pick topics associated with their interests, allowing the social networking system to curate content for logged-out users.

Abstract: Resource state validation may be performed for access management policies by an identity and access management system. An access management policy associated with an account for network-based services may be received and validated according to resource state obtained for resources associated with the account. A correction for a portion of the access management policy may be identified according to the validation and provided via an interface for the identity and access management system.

Abstract: There is a need for faster and more accurate predictive data analysis steps/operations. This need can be addressed by, for example, techniques for efficient predictive data analysis steps/operations. In one example, a method includes identifying a first predictive entity embedding for the first predictive entity and a second predictive entity embedding for a second predictive entity; determining, using a similarity determination machine learning model and based at least in part on the first predictive entity embedding and the second predictive entity embedding, a predicted cross-entity similarity measure; and performing one or more prediction-based actions based at least in part on the predicted cross-entity similarity measure.

Abstract: The present invention is a material roll support system operable to hold of a roll of material and a method relating thereto. The material roll support system comprises two independent holder units, each of which can support one side of a roll of material. The independent holder units may be fixedly or non-fixedly attached to a surface, or may be held in a position solely by gravity. The surface upon which an independent holder unit is positioned may be supports, such as posts or other surfaces, such that a roll of material can be held by the independent holder units in an area or environment that contains such supports and between such supports. The independent holder units can further be positioned at varying distances from each other and the material roll support system can thereby can be used to support rolls of materials of varying widths.

Abstract: Resource state validation may be performed for access management policies by an identity and access management system. An access management policy associated with an account for network-based services may be received and validated according to resource state obtained for resources associated with the account. A correction for a portion of the access management policy may be identified according to the validation and provided via an interface for the identity and access management system.

Abstract: Resource state validation may be performed for access management policies by an identity and access management system. An access management policy associated with an account for network-based services may be received and validated according to resource state obtained for resources associated with the account. A correction for a portion of the access management policy may be identified according to the validation and provided via an interface for the identity and access management system.

Abstract: In one embodiment, a method includes receiving, at a query field associated with a social network environment, a request from a first user of the social network environment, identifying a first set of objects associated with the online social network matching at least in part the character string of the request, determining a second set of objects based on the first set of objects, wherein each object in the second set of objects is conceptually relevant to at least one of the objects of the first set of objects, and sending, to the query field for display to the first user, the suggested queries responsive to the request, wherein at least one of the suggested queries comprises a references to one of the conceptually relevant objects in the second set of objects.

Abstract: The present invention is a material roll support system operable to hold of a roll of material and a method relating thereto. The material roll support system comprises two independent holder units, each of which can support one side of a roll of material. The independent holder units may be fixedly or non-fixedly attached to a surface, or may be held in a position solely by gravity. The surface upon which an independent holder unit is positioned may be supports, such as posts or other surfaces, such that a roll of material can be held by the independent holder units in an area or environment that contains such supports and between such supports. The independent holder units can further be positioned at varying distances from each other and the material roll support system can thereby can be used to support rolls of materials of varying widths.

Abstract: Systems, methods, and non-transitory computer-readable media can receive a plurality of content items. Tag information is generated for each content item of the plurality of content items. The tag information comprises one or more tags, and at least one tag for each content item is generated based on a machine learning technique. Query information is received from a first user. One or more content items of the plurality of content items is identified based on the query information and the tag information.

Abstract: Systems, methods, and non-transitory computer-readable media can receive a plurality of content items. Tag information is generated for each content item of the plurality of content items. The tag information comprises one or more tags, and at least one tag for each content item is generated based on a machine learning technique. Query information is received from a first user. One or more content items of the plurality of content items is identified based on the query information and the tag information.

Abstract: In one embodiment, a method includes accessing a first instance of content to be uploaded to a server, generating a second instance of the content from the first instance, automatically uploading to the server the second instance of the content, and automatically uploading to the server the first instance of the content in response to occurrence of a pre-determined upload condition. The first instance has a first file size and the second instance has a second file size that is smaller than the first file size. The upload of the second instance makes the content available for access at least in part by one or more second users at an immediate point in time. The upload of the first instance of the content makes the content available for access by the second users in an original version.

Abstract: In one embodiment, a method includes accessing a first instance of content to be uploaded to a server, generating a second instance of the content from the first instance, automatically uploading to the server the second instance of the content, and automatically uploading to the server the first instance of the content in response to occurrence of a pre-determined upload condition. The first instance has a first file size and the second instance has a second file size that is smaller than the first file size. The upload of the second instance makes the content available for access at least in part by one or more second users at an immediate point in time. The upload of the first instance of the content makes the content available for access by the second users in an original version.

Abstract: In one embodiment, a method includes receiving, at a query field associated with a social network environment, a request from a first user of the social network environment, identifying a first set of objects associated with the online social network matching at least in part the character string of the request, determining a second set of objects based on the first set of objects, wherein each object in the second set of objects is conceptually relevant to at least one of the objects of the first set of objects, and sending, to the query field for display to the first user, the suggested queries responsive to the request, wherein at least one of the suggested queries comprises a references to one of the conceptually relevant objects in the second set of objects.

Abstract: In one embodiment, a method includes accessing a first instance of content to be uploaded to a server, generating a second instance of the content from the first instance, automatically uploading to the server the second instance of the content, and automatically uploading to the server the first instance of the content in response to occurrence of a pre-determined upload condition. The first instance has a first file size and the second instance has a second file size that is smaller than the first file size. The upload of the second instance makes the content available for access at least in part by one or more second users at an immediate point in time. The upload of the first instance of the content makes the content available for access by the second users in an original version.

Abstract: In one embodiment, a method includes maintaining access to information comprising nodes and edges; receiving a request from a first user corresponding to a first user node for a structured document corresponding to a first concept node; determining a first data set that identifies concept nodes connected by edges with user nodes that are each connected by edges with both the first user node and the first concept node; determining a second data set that identifies concept nodes connected by edges with the first concept node and user nodes that are each connected to the first user node; generating a score for each concept node in the data sets; selecting one or more concept nodes based on their scores as recommended nodes; and transmitting to the client device the structured document and code executable by a client application to render node names or identifiers of the recommended nodes for display.

Abstract: A current detection module generates a first current detection signal of a first current flowing through a first power line and a second current detection signal of a second current flowing through a second power line. A multiplexer periodically switches between the two current detection signals in response to a control signal so as to output the first current detection signal within a first duration of each cycle of the control signal and the second current detection signal within a second duration of each cycle of the control signal. A signal processing module generates an energy accumulation signal according to the output of the multiplexer and a voltage detection signal of the voltage of a phase line. A control module provides the control signal to the multiplexer, and generates an effective value of the second current during the second duration.

Abstract: In one embodiment, a method includes accessing a first instance of content to be uploaded to a server, generating a second instance of the content from the first instance, automatically uploading to the server the second instance of the content, and automatically uploading to the server the first instance of the content in response to occurrence of a pre-determined upload condition. The first instance has a first file size and the second instance has a second file size that is smaller than the first file size. The upload of the second instance makes the content available for access at least in part by one or more second users at an immediate point in time. The upload of the first instance of the content makes the content available for access by the second users in an original version.

Abstract: A clock source is configured to provide an oscillating signal to be divided into a clock signal. A temperature sensor senses a first temperature of the clock source. The clock source is subjected to at least one second temperature implemented by a temperature alteration module. A calibration module calibrates the clock signal based on the at least one second temperature, the first temperature, a reference signal, and the oscillating signal at the at least one second temperature.