Abstract: Methods, apparatus, systems, and articles of manufacture to process web-scale graphs are disclosed. An example apparatus comprises: at least one memory; instructions; and processor circuitry to execute the instructions to: retrieve a compute based tile (CBT) from a first external memory, the CBT to include source and destination nodes of a graph; assign a stripe of the CBT to a single instruction multiple data compute unit, the stripe including a first tile and a second tile, the first tile to include first destination nodes and first source nodes, the second tile to include the first destination nodes and second source nodes; retrieve source node embeddings of the stripe based on a node identifier to source node embedding lookup; and provide the source node embeddings to the single instruction multiple data compute unit.

Abstract: A parallel data transmission test system can include a receiver section (100) having input selector circuits (104-O to 104-N) that provide a received test data to logic adjust circuits (106-O to 106-N) that “logically align” multiple incoming test values to remove intentionally introduced logic difference (e.g., inversion) with respect to one another. Result combining circuit (108) can logically combine output data values and provide a resulting sequence to a pattern sequence test circuit (110).