Abstract: A social network data processing and profiling system analyzes messages from a plurality of social networks to identify bad content and users posting bad content. The messages analyzed include primary posts and secondary messages which are posted in response to the primary posts. Keywords are initially obtained from the messages via applying content processing techniques. The keywords are used to categorize the messages into one or more of a plurality of categories. Sentiments are extracted from the messages. The messages are scored based at least on the contents and sentiments of the messages in addition to the actions represented by the messages if the messages are secondary messages. Messages with non-zero scores are aggregated to identify trends in the social networks and to identify users posting the messages.

Abstract: A social network data processing and profiling system analyzes messages from a plurality of social networks to identify bad content and users posting bad content. The messages analyzed include primary posts and secondary messages which are posted in response to the primary posts. Keywords are initially obtained from the messages via applying content processing techniques. The keywords are used to categorize the messages into one or more of a plurality of categories. Sentiments are extracted from the messages. The messages are scored based at least on the contents and sentiments of the messages in addition to the actions represented by the messages if the messages are secondary messages. Messages with non-zero scores are aggregated to identify trends in the social networks and to identify users posting the messages.

Abstract: Systems, methods, and non-transitory computer-readable storage media for generating an internet radio media station based on metadata available on the user's media library. The media station can be generated in response to a subscription request to an internet radio service. In one example, the media station is generated without a user seed. Metadata related to the user's media library is analyzed and format rules are selected and configured according to the analysis. The format rules are associated with slots in a media station that define the playback sequence of the media station.

Abstract: A Field-Programmable Gate Array (FPGA) implementation of a multiplier topology can provide a considerable increase in computation performance and cost benefit as compared to other approaches, particularly for large bit widths (e.g., for multiplication of large-bit numbers). A lack of sufficient input/output (I/O) ports on the FPGA for a particular bit width can be remedied by implementing large-bit number multiplications in a bit-serial fashion. The bit-serial multiplier topologies described herein can provide a relatively small footprint as compared to other approaches. An FPGA-implemented bit-serial multiplier can improve operation of a computing system, for example, by offloading binary multiplication operations from a general-purpose processor.

Abstract: A Field-Programmable Gate Array (FPGA) implementation of a multiplier topology can provide a considerable increase in computation performance and cost benefit as compared to other approaches, particularly for large bit widths (e.g., for multiplication of large-bit numbers). A lack of sufficient input/output (I/O) ports on the FPGA for a particular bit width can be remedied by implementing large-bit number multiplications in a bit-serial fashion. The bit-serial multiplier topologies described herein can provide a relatively small footprint as compared to other approaches. An FPGA-implemented bit-serial multiplier can improve operation of a computing system, for example, by offloading binary multiplication operations from a general-purpose processor.

Abstract: Systems, methods, and non-transitory computer-readable storage media for generating an internet radio media station based on metadata available on the user's media library. The media station can be generated in response to a subscription request to an internet radio service. In one example, the media station is generated without a user seed. Metadata related to the user's media library is analyzed and format rules are selected and configured according to the analysis. The format rules are associated with slots in a media station that define the playback sequence of the media station.

Abstract: Systems, methods, and non-transitory computer-readable storage media for generating an internet radio media station based on metadata available on the user's media library. The media station can be generated in response to a subscription request to an internet radio service. In one example, the media station is generated without a user seed. Metadata related to the user's media library is analyzed and format rules are selected and configured according to the analysis. The format rules are associated with slots in a media station that define the playback sequence of the media station.