Abstract: A data association system includes a POST connector which collects data maintained in an information system a pipeline which stores the data collected by the POST connector; and a pipeline orchestrator which controls anonymization of the data stored by the pipeline. the data association system is characterized in that the pipeline executes anonymization processing of anonymizing the data, the POST connector and the pipeline store data before being anonymized by the anonymization processing, and the pipeline orchestrator instructs, after execution of the anonymization processing, the POST connector and the pipeline to delete the data before being anonymized.

Abstract: A printing system includes a digital front end (DFE) system connected to a plurality of printing devices. The DFE system manages printing operations to the plurality of printing devices. The DFE system also includes a printing device connectivity manager to manage connections with the printing devices. Printing connectivity modules are installed at the printing device connectivity manager using application programming interfaces (APIs) that are loaded at the creation of the printing connectivity modules. The DFE system also includes a display device connectivity manager to manage connections with display devices using display connectivity modules and display connectivity APIs. The DFE system also includes a storage connectivity manager to manage data storage and storage devices using storage connectivity modules and storage connectivity APIs.

Abstract: An image forming apparatus includes four photosensitive members, a first optical scanning unit, a second optical scanning unit, a first detection unit, a second detection unit and a control unit. The first optical scanning unit draws a first reference image and a first opposite image. The second optical scanning unit draws a second reference image and draws a second opposite image. The first detection unit detects the internal temperature of at least one of the first optical scanning unit and the second optical scanning unit. The second detection unit detects an apparatus internal temperature within an apparatus main body. The control unit corrects positions of the drawing of the first opposite image, the drawing of the second reference image and the drawing of the second opposite image based on the amount of change in the internal temperature and the amount of change in the apparatus internal temperature.

Abstract: Provided is an industrial printing system that performs peer-to-peer distributed processing of production printing. The industrial printing system performs production printing and includes a plurality of site servers. A plurality of site servers performs distributed processing of print jobs. Each site server has a storage unit, a processing determination unit, and a processing management unit. The storage unit stores a capacity table showing the capacity that can be processed in the print process and the post-processing process. The processing determination unit determines other site servers that can process jobs from a plurality of site servers based on the capacity table stored in the storage unit. The processing management unit sets a schedule for processing jobs by other site servers determined to be processable by the processing determination unit and sends jobs to other site servers to request processing according to the schedule settings.

Abstract: A developer set includes a first developer and a second developer. The first developer contains a first toner containing first toner particles and a first carrier containing first carrier particles. The second developer contains a second toner containing second toner particles and a second carrier containing second carrier particles. The first toner particles and the second toner particles each include a toner mother particle and external additive particles attached to the surface of the toner mother particle. The external additive particles include spacer particles. The spacer particles have a number average primary particle diameter of at least 32 nm and no greater than 145 nm. The first carrier particles each include a first carrier mother particle and strontium titanate particles attached to the surface of the first carrier mother particle.

Abstract: Toner particles in a developer include first strontium titanate particles attached to the surface of each toner mother particle thereof. The first strontium titanate particles have a content ratio of 0.3 to 0.9 parts by mass to 100.0 parts by mass of the toner mother particles. In the developer, coat layers of carrier mother particles of first carrier particles contain barium titanate particles and a coating resin including silicone resin. The barium titanate particles have a content ratio of 2 to 47 parts by mass to 100 parts by mass of the coating resin. Second strontium titanate particles attached to the surfaces of the carrier mother particles have a diameter of 15 to 85 nm.

Abstract: An image forming apparatus includes a developer, a development device, and an image bearing member. The developer includes an initial developer containing an initial carrier and a replenishment developer containing a replenishment carrier. The initial carrier has a surface roughness Sa1 of at least 0.3 ?m and no greater than 1.0 ?m. A ratio Sa1/Sa2 of the surface roughness Sa1 of the initial carrier to a surface roughness Sa2 of the replenishment carrier is at least 1.2 and no greater than 3.4. The packing volume Vp calculated from equation (1)“Vp=100×Y/(Z×DS)” was at least 40% and no greater than 70%. In equation (1), Y represents an amount of the developer conveyed by a developer bearing member. Z represents an apparent density of the initial developer. DS represents a width of a space between the developer bearing member and the image bearing member.

Abstract: Methods related to pre-processing a print job are disclosed. In an example method thereof, it is determined whether a document file is loaded in an application for the print job. Identifying information for the document file is retrieved. A data set obtained from the identifying information is sent to a print manager. A print history for the document file is updated responsive to the data set. The print job includes: pre-rendering of the document file into a document image; and caching of the document image. Print settings of the print job are associated with the document file. The print settings are tracked to provide criteria data to identify frequency of use of the document file.

Abstract: A magnetic toner includes toner particles. The toner particles each include a toner mother particle. The toner mother particle includes a polyester resin domain, a vinyl resin domain, and a magnetic powder. A vinyl resin constituting the vinyl resin domain includes a repeating unit having a non-ring-opened oxazoline group. An area rate of an area in which the vinyl resin domain is exposed in a surface area of the toner mother particle is at least 0.02% and no greater than 1.00%.

Abstract: Provided is an industrial printing system that performs peer-to-peer distributed processing of production printing. The industrial printing system performs production printing and includes a plurality of site servers. A plurality of site servers performs distributed processing of print jobs. Each site server has a storage unit, a processing determination unit, and a processing management unit. The storage unit stores a capacity table showing the capacity that can be processed in the print process and the post-processing process. The processing determination unit determines other site servers that can process jobs from a plurality of site servers based on the capacity table stored in the storage unit. The processing management unit sets a schedule for processing jobs by other site servers determined to be processable by the processing determination unit and sends jobs to other site servers to request processing according to the schedule settings.

Abstract: Methods, systems, and storage media for outline character printing on a printing device are disclosed. Exemplary implementations may: allocate cache memory of a printing device for registration of an outline character; register outline character data wherein the metadata portion comprises a description of the outline character and the data portion comprises a scanline table for the outline character; receive a print job data at the printing device; determine the print job data identifies the outline character in the cache memory at the printing device; render the scanline table accessed from the cache memory as a pattern of pixels for the outline character for the print job data received; and print, on the printing device, the pattern of pixels rendered from the scanline table accessed from the cache memory for the print job data received.

Abstract: A developing device includes a developing container storing a two-component developer containing a magnetic carrier and a toner, a developer carrying member carrying the developer on its outer circumferential surface, and a regulation member arranged to be opposed at a prescribed distance to the developer carrying member. The developer carrying member includes a developing sleeve on which a magnetic brush is formed, and a magnet secured in the developing sleeve and having a plurality of magnetic poles including a regulation pole opposed to the regulation member and a downstream-side magnetic pole arranged downstream of the regulation pole with respect to the rotation direction of the developing sleeve. The magnet is such that the vertical magnetic force gradient [mT/°] has a local minimum value near a position at which the vertical magnetic force is 0 [mT] between the downstream-side surface of the regulation member and the downstream-side magnetic pole.

Abstract: A method is provided that includes receiving, at a hot folder that processes print job files according to default print instructions associated with the hot folder, a submitted file selected from (a) a submitted print job file or (b) a submitted print ticket, where the submitted print ticket includes at least one submitted print instruction. The method further includes starting a delay timer upon receiving the submitted file, waiting to process the submitted file until the delay timer has expired, and, upon expiration of the delay timer, processing the submitted file. Also described are a non-transitory computer-readable medium and a printing device.

Abstract: A toner cartridge includes a cartridge case, a stirring paddle and a stirring sheet. In the cartridge case, a toner stirring chamber is formed. The stirring paddle is rotatably installed in the stirring chamber. The stirring sheet is rotatable together with the stirring paddle in the stirring chamber. The cartridge case has a toner supply port. The stirring sheet protrudes outward in a radial direction from a rotational locus drawn by a tip end of the stirring paddle. When the stirring paddle is positioned at a specific rotational phase, the stirring sheet blocks the supply port.

Abstract: A development device includes a development container, a first conveying member, a second conveying member, a toner concentration sensor, and a developer carrier. The first and second conveying members are equal to each other in outer diameter and shaft diameter, the outer diameter being 1.3 times the shaft diameter or more but 1.6 times the shaft diameter or less. Where L represents an axial length of the first conveying member, K represents a distance of a center position of the sensing surface of the toner concentration sensor from a downstream end of a first conveying chamber of the development container in the first direction, P represents a pitch of the conveying blade of the first conveying member, and R represents a rotational speed of the first conveying member, formula (1) is satisfied: 30000<(P×R×L)/K<45000 (1).

Abstract: A digital image processor includes a region proposal network configured to transform digital image inputs into region proposals and bounding box refinement logic configured to transform the region proposals by determining a first set of the region proposals exhibiting dense spacing, determining a second set of the region proposals exhibiting sparse spacing, executing a first transformation to merge at least some of the region proposals exhibiting dense spacing to generate refined region proposals, executing a second transformation to join at least some of the region proposals exhibiting sparse spacing to generate additional ones of the refined region proposals, and applying an expansion transformation to the refined region proposals.

Abstract: A toner conveyance device includes a vertical conveyance portion, a horizontal conveyance portion, a conveyance member, and a loosening member. The vertical conveyance portion conveys a toner or developer conveyed therein through an entry port connected to a main-body-side conveyance path by causing the toner or developer to fall vertically. The horizontal conveyance portion is connected to a lower end of the vertical conveyance portion and conveys the toner or developer in a horizontal direction by using the conveyance member. the loosening member is arranged at a first position below a connection portion between the main-body-side conveyance path and the entry port and at a second position protruding upward beyond the connection portion. A toner loosening mode is executable in which the toner or developer is fed into the vertical conveyance portion so as to cause the loosening member to reciprocate at the second position.

Abstract: A method of detecting a digital stamp pattern involves operating a scanning device to create a page image scanned from a document page, inputting the page image into a one-shot trained neural network, the one-shot trained neural network configured to recognize a copy-guard digital stamp pattern using one-shot learning, analyzing the page image using the one-shot trained neural network to detect the copy-guard digital stamp pattern, and on condition the copy-guard digital stamp pattern is detected, issuing an electronic alert.

Abstract: A sorting device includes a base portion and a tray portion. The tray portion is supported on the base portion to be reciprocatable between a first shift position, where the tray portion is located at one side in the sheet width direction, and a second shift position, where the tray portion is located at the other side in the sheet width direction. The tray portion has a cutout portion. The cutout portion is formed by cutting away, with a predetermined width, an end part of the tray portion in the sheet width direction inward across the tray portion. With the tray portion at the second shift position, the cutout portion is located below one side end edge of the sheet in the sheet width direction, of sheets stacked on the tray portion.

Abstract: A development device includes a development container, a first conveying member, a second conveying member, a toner concentration sensor, and a developer carrier. The toner concentration sensor is arranged at a wall portion of the first conveying chamber in which the first conveying member is arranged. The first and second conveying members are equal to each other in outer diameter and shaft diameter, the outer diameter being 2.3 times the shaft diameter or more but 3.0 times the shaft diameter or less. Where D represents the shaft diameter of the first conveying member, L represents an axial length of the first conveying member, and K represents a distance of a center position of a sensing surface of the toner concentration sensor from a downstream end of the first conveying chamber in the first direction, formula (1) is satisfied: 500<(L2×K)/D4<2500 (1).