Abstract: Many epidemics such as the opioid epidemic, are complex and dynamic, yet relatively little is known regarding its likely future impact and the potential mitigating impact of interventions to address it. The instant systems and methods provide a dynamic decision dynamic open Markov model, configured to provide updated estimates of the future magnitude of an epidemic, and project the potential association of key interventions with mitigation of the epidemic via a redress model and abatement model. This novel approach addresses the deficiencies of conventional approaches to modeling opioid epidemics by granularly analyzing populations via a framework including an open Markov model, redress model, abatement model, and evaluation model, that simulate the impact of interventions on the population, and forecast the remedies and resources required to abate the epidemic.

Abstract: A method of information retrieval is provided. The method comprises receiving a query from a user and parsing the query in real-time as the user enters the query. The parsed query is interpreted dynamically based on a defined schema of a knowledge base, and a number of query interpretations is displayed in real-time as the user enters the query. When a selection of one of the query interpretations is received from the user information is retrieved from the knowledge base according to the selected query interpretation.

Abstract: Information technology service management records in a service level target database table may include aggregating, at a predetermined elapsed time, a plurality of actions performed on each of a plurality of ITSM records since a prior update of an SLT database. Service level target tracking may further include identifying a portion of the plurality of aggregated actions that are applicable to an SLT database table entry corresponding to an ITSM record of the plurality of ITSM records. Service level target tracking may also include compressing, in a single operation, the portion of the plurality of aggregated actions.

Abstract: A method of information retrieval is provided. The method comprises receiving a query from a user and parsing the query in real-time as the user enters the query. The parsed query is interpreted dynamically based on a defined schema of a knowledge base, and a number of query interpretations is displayed in real-time as the user enters the query. When a selection of one of the query interpretations is received from the user information is retrieved from the knowledge base according to the selected query interpretation.

Abstract: Examples disclosed herein involve refreshing webpages of a browser based on estimated memory consumption of the browser. A memory consumption of a webpage may be estimated by and a memory consumption threshold may be determined based on characteristics of a computing device executing or implementing the browser. Webpages of the browser are refreshed when the estimated memory consumption satisfies the memory consumption threshold.

Abstract: A bathing area accessory may be used within a bathing area. The bathing area accessory may be a bathing area shelving assembly, a bathing area bar assembly, a storage assembly, a bathing area seat assembly, or a shaving ledge assembly. The shelving assembly for use within a bathing area may include a niche and at least one shelf that is attachable to, removable from, and reattachable to the attachment portions of the niche. The niche may include attachment portions that receive and secure the at least one shelf. The niche may include two sidewalls that extend substantially vertically along a vertical length of the niche. The attachment portions may be on the two sidewalls and the at least one shelf may attach with a pair of the attachment portions that are vertically aligned with each other.

Abstract: Examples disclosed herein involve refreshing webpages of a browser based on estimated memory consumption of the browser. A memory consumption of a webpage may be estimated by and a memory consumption threshold may be determined based on characteristics of a computing device executing or implementing the browser. Webpages of the browser are refreshed when the estimated memory consumption satisfies the memory consumption threshold.

Abstract: A bathing area accessory may be used within a bathing area. The bathing area accessory may be a bathing area shelving assembly, a bathing area bar assembly, a storage assembly, a bathing area seat assembly, or a shaving ledge assembly. The shelving assembly for use within a bathing area may include a niche and at least one shelf that is attachable to, removable from, and reattachable to the attachment portions of the niche. The niche may include attachment portions that receive and secure the at least one shelf. The niche may include two sidewalls that extend substantially vertically along a vertical length of the niche. The attachment portions may be on the two sidewalls and the at least one shelf may attach with a pair of the attachment portions that are vertically aligned with each other.

Abstract: A bathing area accessory may be used within a bathing area. The bathing area accessory may be a bathing area shelving assembly, a bathing area bar assembly, a storage assembly, a bathing area seat assembly, or a shaving ledge assembly. The shelving assembly for use within a bathing area may include a niche and at least one shelf that is attachable to, removable from, and reattachable to the attachment portions of the niche. The niche may include attachment portions that receive and secure the at least one shelf. The niche may include two sidewalls that extend substantially vertically along a vertical length of the niche. The attachment portions may be on the two sidewalls and the at least one shelf may attach with a pair of the attachment portions that are vertically aligned with each other.

Abstract: Information technology service management records in a service level target database table may include aggregating, at a predetermined elapsed time, a plurality of actions performed on each of a plurality of ITSM records since a prior update of an SLT database. Service level target tracking may further include identifying a portion of the plurality of aggregated actions that are applicable to an SLT database table entry corresponding to an ITSM record of the plurality of ITSM records. Service level target tracking may also include compressing, in a single operation, the portion of the plurality of aggregated actions.

Abstract: A system to provide an information technology (IT) interface. The system includes an IT ticket information engine to detect a user input action that indicates a selection of an IT ticket, or its associated stakeholder, that represents an IT services request and specifies one or more ticket stakeholders. The system also includes a display engine coupled to a display device, where the display engine is configured to, as a result of the IT ticket or stakeholder being selected by the user input action, cause the display device to display multiple contact options for one of the ticket stakeholders in the IT interface. The IT ticket information engine compiles the multiple contact options from one or more applications separate from the IT interface.

Abstract: Target tree generation can include constructing a mapping file comprising a definition of a target tree and generating the target tree using source data and the mapping file.

Abstract: A bathing area accessory may be used within a bathing area. The bathing area accessory may be a bathing area shelving assembly, a bathing area bar assembly, a storage assembly, a bathing area seat assembly, or a shaving ledge assembly. The shelving assembly for use within a bathing area may include a niche and at least one shelf that is attachable to, removable from, and reattachable to the attachment portions of the niche. The niche may include attachment portions that receive and secure the at least one shelf. The niche may include two sidewalls that extend substantially vertically along a vertical length of the niche. The attachment portions may be on the two sidewalls and the at least one shelf may attach with a pair of the attachment portions that are vertically aligned with each other.

Abstract: An example of synchronizing data can include converting a data tree structure into a dependency graph and reconciling nodes with a target data structure. Synchronizing data can include merging any duplicate information. Furthermore, synchronizing data can include keeping identifiers of reconciled information with non-reconciled information to locate the reconciled information when the remaining information is reconciled.

Abstract: A bathing area accessory may be used within a bathing area. The bathing area accessory may be a bathing area shelving assembly, a bathing area bar assembly, a storage assembly, a bathing area seat assembly, or a shaving ledge assembly. The shelving assembly for use within a bathing area may include a niche and at least one shelf that is attachable to, removable from, and reattachable to the attachment portions of the niche. The niche may include attachment portions that receive and secure the at least one shelf. The niche may include two sidewalls that extend substantially vertically along a vertical length of the niche. The attachment portions may be on the two sidewalls and the at least one shelf may attach with a pair of the attachment portions that are vertically aligned with each other.

Abstract: A bathing area accessory may be used within a bathing area. The bathing area accessory may be a bathing area shelving assembly, a bathing area bar assembly, a storage assembly, a bathing area seat assembly, or a shaving ledge assembly. The shelving assembly for use within a bathing area may include a niche and at least one shelf that is attachable to, removable from, and reattachable to the attachment portions of the niche. The niche may include attachment portions that receive and secure the at least one shelf. The niche may include two sidewalls that extend substantially vertically along a vertical length of the niche. The attachment portions may be on the two sidewalls and the at least one shelf may attach with a pair of the attachment portions that are vertically aligned with each other.

Abstract: A bathing area accessory may be used within a bathing area. The bathing area accessory may be a bathing area shelving assembly, a bathing area bar assembly, a storage assembly, a bathing area seat assembly, or a shaving ledge assembly. The shelving assembly for use within a bathing area may include a niche and at least one shelf that is attachable to, removable from, and reattachable to the attachment portions of the niche. The niche may include attachment portions that receive and secure the at least one shelf. The niche may include two sidewalls that extend substantially vertically along a vertical length of the niche. The attachment portions may be on the two sidewalls and the at least one shelf may attach with a pair of the attachment portions that are vertically aligned with each other.

Abstract: An example of synchronizing data can include converting a data tree structure into a dependency graph and reconciling nodes with a target data structure. Synchronizing data can include merging any duplicate information. Furthermore, synchronizing data can include keeping identifiers of reconciled information with non-reconciled information to locate the reconciled information when the remaining information is reconciled.

Abstract: Target tree generation can include constructing a mapping file comprising a definition of a target tree and generating the target tree using source data and the mapping file.

Abstract: A method and apparatus are provided for distributing a database join operation across a plurality of processing nodes. The database join operation is performed between a first table having M1 rows and a second table have M2 rows and involves forming M1×M2 combinations of rows from the first and second tables. The method includes allocating across the plurality of processing nodes the M1×M2 combinations of rows from the first and second tables. Each of the M1×M2 combinations is present on one of the nodes, and each node stores combinations corresponding to a subset of the M1 rows from the first table and a subset of the M2 rows from the second table. The method further comprises performing for each processing node the join operation in respect of all combinations of rows allocated to that processing node and collating results across all the processing nodes to complete the join operation.