Abstract: A liquid processing apparatus includes multiple substrate holding units each configured to horizontally hold a substrate and arranged in a left/right direction; a moving unit that is spaced from an arrangement of the substrate holding units in a forward/backward direction and is moved in the left/right direction; a nozzle standby unit, provided between a movement path of the moving unit and the arrangement of the substrate holding units, at which a nozzle that supplies a processing liquid to the substrate held by the substrate holding unit is on standby; and a rotatable arm having one end at which a nozzle holding unit that detachably holds the nozzle and the other end rotatably provided at the moving unit. The nozzle is transferred between the nozzle standby unit and a supply position where the processing liquid is supplied to the substrate together by the moving unit and the rotatable arm.

Abstract: In one embodiment, a stream of data packets originated by a visual data source is received at an edge device in a network. The data packets include at least one of video data, image data, and geo spatial data. Next, a visual data attribute is extracted at the edge device from the stream of data packets according to an edge-based extraction algorithm. The extracted visual data attribute is vectorized at the edge device via quantization vectors. The vectorized visual data attribute is then indexed at the edge device in a schema-less database that stores indexed visual data attributes.