An online review system determines scores for document authors and document reviewers. An author score is based on a number of comments added to a document by reviewers. One way to compute the author score is to use a ratio of a number of comments provided by reviewers of a document to a number of lines of document contents provided by the author. A reviewer score for a reviewer is based on an amount of comments subsequently made by other reviewers, and on the document content itself, such as a ratio of a number of comments provided in subsequent reviews of a document to a number of lines of original document contents. In some embodiments, the online review system monitors trends in scores of individuals or teams.

Methods may involve accepting an order for a product to be manufactured and identification of a product file meeting the specification, the product file comprising instructions for manufacturing the product. Pre-manufacture verification of manufacturer capabilities and product precursors may be accepted. Operational parameters to enable an additive manufacturing device to manufacture the product may be sent as discrete packets. At least one packet may be sent only after receipt of confirmation that at least another previous layer is complete and associated operational parameters for the at least another previous layer have been deleted. In-manufacture verification of the operational parameters utilized by the additive manufacturing device when manufacturing the product may be accepted. At each stage, a blockchain for certifying characteristics of the product may be updated to associate data representative of workflows for the product with an encrypted, secure identifier utilizing a secure, distributed transaction ledger.

Systems and methods are provided for receiving, at a server, one or more success criteria for content accessibility. The server may receive a product, such as a web-based application or a website, to be evaluated based on the success criteria. The server may determine one or more accessibility exceptions of the product based on one or more inputs and the one or more success criteria. The server may determine relationships between the one or more accessibility exceptions of the product and the one or more success criteria using custom objects and schema from a database communicatively connected to the server. The server may determine product quality of the received product using the determined relationships and the one or more accessibility exceptions. The server may generate a dynamic accessibility conformance report based on the determined product quality, and may transmit the dynamic accessibility conformance report for display.

An operation assistance method for presenting a recommended operational action in response to an alert issued in a facility includes: detecting issuance of the alert; extracting, from an alert history storage unit, an issuance history of a same type of alert as the alert of which the issuance or the sign of issuance has been detected; extracting, from an operation history storage unit storing an operation history of the facility, an operational action after issuance of the same type of alert; extracting, from an operational data storage unit storing information indicating an operational state of the facility, information indicating the operational state after the operational action, and verifying an influence of the operational action on the operational state; and presenting the recommended operational action in response to the alert of which the issuance has been detected, based on the extracted operational action and the verified influence.

A data quality assessment and monitoring tool addresses inconsistency in large data sets from differing sources, determining data quality attributes such as completeness, conformity, validity, and accuracy. Flexible taxonomies and rollup strategies accommodate diverse business unit needs across a complex enterprise, and provides insight into individual entities' performance. An exemplary tool comprises a data importer for importing data from a data lake; a rules manager for generating rules and rule sets; a scoring engine for generating data quality scores; a job manager; a data profiler for running data assessment tasks and collating the data quality scores for a plurality of hierarchical data entity units; a hierarchical scoring aggregator for aggregating sets of data quality scores into a plurality of first tier aggregate data quality scores and to further aggregate the first tier aggregate data quality scores into one or more second tier aggregate data quality scores; and a reporting component.

Systems and methods for dynamic quality metrics forecasting and management are provided. In embodiments, a method includes receiving, by a computing device, parameter data from one or more data sources for selected parameters, wherein the parameters are associated with one or more processes; generating, by the computing device, output values for plural quality metrics based on the parameter data; identifying, by the computing device, relationships between the plural quality metrics based on changes in the received parameter data and output values for the plural quality metrics over time; receiving, by the computing device, user-selected values for the selected parameters; and generating, by the computing device, predicted output values for the quality metrics based on the identified relationships between the quality metrics and the user-selected values.

The current document is directed a resource-exchange system that facilitates resource exchange and sharing among computing facilities. The currently disclosed methods and systems employ efficient, distributed-search methods and subsystems within distributed computer systems that include large numbers of geographically distributed data centers to locate resource-provider computing facilities that match the resource needs of resource-consumer computing-facilities based on attribute values associated with the needed resources, the resource providers, and the resource consumers. The resource-exchange system monitors and controls resource exchanges on behalf of participants in the resource-exchange system in order to optimize resource usage within participant data centers and computing facilities. By optimizing resource usage, the resource-exchange system drives participant data centers and computing facilities towards maximum operational efficiency.

Methods and systems are presented in this disclosure for modeling fluid diversion in an integrated wellbore-reservoir system. A mathematical model for fluid diversion in a reservoir formation of the integrated wellbore-reservoir system is generated by capturing, within the model, combined effects of formation treatments by foaming agent and by a chemical agent (such as resin) that imposes skin effect and permeability reduction to the formation. The generated model can be employed to simulate treatment of the reservoir formation by the foamed resin system. Based on results of the simulated treatment, treatment of the reservoir formation by the foamed resin system can be initiated for fluid diversion among layers of different permeabilities in the reservoir formation.

A system for checking modifications made to re-configurable hardware and software is described. An example system includes re-configurable hardware and software; a checking tool having a configuration data connection to the re-configurable hardware and software, the checking tool configured to obtain configuration data comprising configuration changes made to the re-configurable hardware and software; a comparator having a comparison data connection to the checking tool, the comparator configured to compare the configuration data with customised configurations within a scoring engine to produce a score for the configuration data; a set and reset initiator having an instruction data connection to a management system; and a hardware and software set and reset tool having an initiation data connection to the set and reset initiator and having a set and reset data connection to the re-configurable hardware and software, the hardware and software set and reset tool configured to reset the re-configurable hardware and software to a predetermined state.

Systems and methods for analyzing information are provided in which a plurality of attribute records are stored. Each respective record in at least a subset of the plurality of records comprises a corresponding unique identifier, a superior/inferior attribute reference, and a heritage indicator. A superior/inferior attribute reference of a first record in the plurality of records references a unique identifier of a second record that is different than the first record, thereby indicating that the first record is a nested attribute record of the second record. Moreover, a heritage indicator of the first record references: the corresponding unique identifier of a third record, thereby indicating that the third record is an ancestor record of the first record, or a unique identifier of a first attribute class record, thereby identifying an attribute class record, in a plurality of attribute class records, to which the first record belongs.