Abstract: An example apparatus may include a processor and a memory device including computer program code. The memory device and the computer program code may, with the processor, cause the apparatus to provide modified serialization codes for a first entity in a serialization flow to replace existing serialization codes for the first entity. In various examples, the modified serialization codes may have a representation of at least two different characters, and a number of instances of one of the characters in the representation of the modified serialization codes may be different from a number of instances of the one of the characters in the representation of the existing serialization codes.

Abstract: An example apparatus may include a processor and a memory device including computer program code. The memory device and the computer program code may be for, with the processor, causing the apparatus to delete, in a sample table, rows corresponding to a predicate, wherein rows in the sample table are representative of a random sample of rows in a base table of a database; generate sample rows representative of a random sample of rows in the base table corresponding to the predicate; and add the sample rows to the sample table to generate an incrementally updated sample table.

Abstract: In an example implementation, a processor-readable medium stores code representing instructions that when executed by a processor cause the processor to receive at a print service, a print user interface (UI) request that identifies a web-enabled printer and a print access device, generate a native print UI document that includes print applications registered to the web-enabled printer, convert the native print UI document into a customized print UI document formatted in a UI description language supported by the print access device, and send the customized print UI document from the print service to the print access device.

Abstract: A first model is used to generate portfolios that each includes a number of projects. The first model in generating the portfolio optimizes a portfolio value in consideration of objectives under differing bounds of some of the objectives while satisfying constraints. A second model is used to generate an additional portfolio. The second model in generating the additional portfolio optimizes the portfolio value in consideration of the objectives with respect to a priority thereof while satisfying the constraints.

Abstract: An integrated circuit (IC) erasable programmable read-only memory (EPROM) structure for a thermal inkjet printhead includes: a fire line to provide fire line data; a select line to provide selecting data; a firing cell coupled to the fire line; an EPROM cell coupled to the fire line; a selector cell coupled to the select line, the firing cell and the EPROM cell; and a data switching circuit to provide address data to the firing cell or the EPROM cell. The data switching circuit and the selector cell selectively enable transfer of the fire line data from the fire line to the firing cell or the EPROM cell as a function of state of the selecting data on the select line and the address data from the data switching circuit.

Abstract: A technique to generate a summary of a set of sentences. Each sentence in the set can be evaluated based on a criterion, such as informativeness of the sentence. The sentences may also be evaluated for readability based on a readability measure. Sentences can be selected for inclusion in the summary based on the evaluations.

Abstract: A technique to classify source code based on skill level. Features may be extracted from the source code. The source code may be classified based on the extracted features using an expertise model.

Abstract: Provided is a method of performing a target failure based root cause analysis of network probe failures in a computer network. A determination is made whether all network probes have failed between a specific source network node and a destination network node. Based on said determination, a problem is identified in the computer network.

Abstract: A method of building a classification model using a SVM training module comprising, with a processor, computing a mean value of a number of training vectors received by the processor, subtracting the mean value of the number of training vectors from each training vector received by the processor to obtain a number of difference vectors, applying a hash function to each of the difference vectors to obtain a number of hashed vectors, and applying a linear training formula to the hashed vectors to obtain a classifier model. Classifying a sample vector comprises, with a processor, subtracting a mean value of a number of support vector machine training vectors from the sample vector to obtain a sample difference vector, with a processor, applying a hash function to the sample difference vector to obtain a hashed sample vector, and classifying the hashed sample vector using a classifier model.

Abstract: A data portion is evicted from a buffer, where the evicted data portion is modified from a corresponding data portion in a persistent storage. Write elision is applied to suppress writing the evicted data portion to the persistent storage. Subsequent to applying the write elision and in response to reading a version of the data portion, a redo of a modification of the read data portion is applied.

Abstract: Visual analytics using multivariate concentric rings with a visual start time mechanism includes displaying an interactive graph where the interactive graph has multiple concentric rings that have multiple cells that represent sequential time periods. The concentric rings form a time unit that starts at an origin and ends at a time unit end and also has a pre-nonorigin starting section and a post-nonorigin starting section. A color is displayed in the cells to represent measurements associated with time stamps corresponding to cells in the post-nonorigin starting section. Further, a background color is displayed in cells of the pre-nonorigin starting section. The cells in the pre-nonorigin starting section are reused by displaying a color to represent metrics associated with time stamps belonging to a subsequent time unit.

Abstract: Visual analytics of multivariate data using a cell based calendar matrix having a visual folding mechanism can include forming a time based layout that is divided into cells where the cells represent measurement intervals and a color of the cells represents a measurement value, folding the time based layout into a cell based calendar matrix with other time based layouts that include other cells that represent corresponding measurement intervals in different calendar units of the cell based calendar matrix, and displaying the cell based calendar matrix in a display such that the cells of the time based layout align by time with the other cells of the other time based layouts.

Abstract: A system and method for recommending and installing scheduled delivery (SD) print applications is disclosed. In one example, one or more SD print applications are determined based on prior usage of SD print applications in a printer application store by a user of a web connected computing device. Further, the determined one or more SD print applications are recommended by sending a notification to the web connected computing device and then to a web connected printer via an electronic messaging service.

Abstract: A coating system includes a leveling element and a dispenser assembly. The leveling element extends generally transverse to a substrate advance orientation and is releasably engageable against a substrate support. The dispenser assembly includes an array of side-by-side independent liquid dispensers and an air pressure assembly to supply a common air pressure to each dispenser to cause pressurized dispensing of a coating liquid from each dispenser onto a substrate on the substrate support. The liquid dispensing occurs at least during relative movement between the dispenser assembly and the substrate support and during the relative movement, the leveling element is actuated to uniformize the coating liquid on the substrate.

Abstract: A central server for coordinating a plurality of celebratory event for an honoree comprising a processor, a data storage device communicatively coupled to the processor, a user selection module to provide a user accessing the central server with a selection among a plurality of services to support the celebratory event, a third party selection module to provide the user with a plurality of third party services to support the celebratory event the third party services being provided from a plurality of third party service providers, and a calendar coordination module to provide the user with a selection of when the services are to be provided to the honoree.

Abstract: A technique includes fitting an autoregressive integrated moving average (ARIMA) model to time-series data. The technique further includes the computation of autoregression coefficients from the ARIMA model applied to the time-series data. The autoregression coefficients may be usable for data classification purposes.

Abstract: In one example implementation, a printhead die includes a SiO2 layer grown into a surface of a silicon substrate, a dielectric layer formed on the surface over an interior area of the substrate, a first termination ring surrounding the interior area and defined by an absence of the dielectric layer, a berm surrounding the first termination ring and defined by the presence of the dielectric layer, a damage detection conductor formed under the berm on the SiO2 layer, and a second termination ring surrounding the berm and defined by an absence of the dielectric layer.

Abstract: A structure for a chemical sensing device, the structure comprising at least one electrically conductive element located in, and protruding from, at least one recess. A method of manufacturing the structure includes: (a) providing a template comprising at least one recess having a recess depth; (b) providing an electrically conductive material in the at least one recess; and (c) removing part of the template to decrease the recess depth of the at least one recess, thereby forming said protruding at least one electrically conductive element.

Abstract: A printing apparatus includes a media support assembly, a scanning module, and a control module. The media support assembly may position a respective media portion in a print zone to receive a printing fluid thereon. The scanning module may scan the media portion in the print zone and generate a media shape signal corresponding to a shape of the media portion. The control module may compare the media shape signal to a reference signal to form a resultant comparison and determine a media malfunction event based on the resultant comparison.

Abstract: A sizing composition includes from about 3 kg/ton to about 15 kg/ton of calcium propionate, an additive, and a balance of water. The additive is selected from the group consisting of starch, an optical brightener, a biocide, a defoamer, a surface size agent, a wet strength additive, and combinations thereof. The sizing composition has a pH ranging from 7 to 8.