Abstract: A computer-implemented method according to one embodiment includes identifying, in a multi-component system, a first component with an unknown software version and/or unknown firmware version. A plurality of predetermined compatibility tests are implemented on the first component and results of the plurality of compatibility tests are recorded in a predetermined database of records shared amongst the multi-component system. A record associated with the first component indicates a compatibility of the unknown software version and/or unknown firmware version with the multi-component system. In response to a determination that the record indicates that the unknown software version and/or unknown firmware version is compatible with the multi-component system, data processing is performed between the first component and a second component.

Abstract: Disclosed herein are self-assembling protein nanoparticles comprising passenger molecules of interest.

Abstract: Efficient noise reduction coding may include generating, by a processor, an encoded frame by encoding an input video frame. Encoding the input frame includes determining an estimated noise level for the input video frame, determining a minimum quantization parameter level based on the estimated noise level for the input video frame, determining a quantization parameter value for encoding the input frame such that the quantization parameter value is at least the minimum quantization parameter level, obtaining the encoded frame by encoding the input frame in accordance with the quantization parameter level, including the encoded frame in an output bitstream, and outputting the output bitstream.