An example computer-implemented method and computer system, each adapted for encapsulating digital data records in multiple, differently structured and unstructured formats, the data records ingested from multiple data storage locations, is described herein. In the method, each ingested data record is separated into a plurality of tuple structures, and for each tuple, the tuple is split into a data part and fieldname part. A pointer is created by combining the fieldname part, a record identifier of the data record, and a database identifier of the storage location where the data record was stored. The pointer is appended to the data part to form a digital stem cell (DSC) that is stored in a single data store, each formed DSC having the same structure.

A method includes determining a comparative valuation for an asset including one or more objects. Specification data for the asset is retrieved, and comparable objects including two or more attributes are generated. Each attribute includes an attribute category and an associated attribute value. Comparison weights are received for attribute categories, and analogous object data is retrieved for analogous objects that are each analogous to the comparable object. The analogous object data includes attributes that are each analogous to one of the attributes of the comparable object. Each analogous attribute includes a category, a value, and a valuation. A comparative valuation for the object is output based on the associated attribute values for the comparable object, the associated analogous attribute values for each analogous object, the valuation of each analogous object, and the comparison weights. The comparative valuation for the asset is output based on the comparative valuations for each object.

Novel tools and techniques for assessing, predicting and/or estimating effectiveness of fluid resuscitation of a patient and/or an amount of fluid needed for effective resuscitation of the patient, in some cases, noninvasively.

Data cataloging has become a necessity for empowering organizations with analytical ability. Conventional cataloging systems may fail to provide proper visualization of data to the different stakeholders of an organization. The present disclosure provides a hierarchical dynamic cataloging system so that visualization of data at different levels would be possible for different stake holders. In the present disclosure, a hierarchical structure of algorithms and multiple stake holders along with relevant metadata is generated. Further, a catalog is generated by performing a mapping across components comprised in the hierarchical structure and identifying relationship across the components based on mapping. The catalog gets dynamically updated and provides a dynamic view of the algorithms and associated metadata to the multiple stakeholders of an organization. Further, the disclosure supports reuse of already developed algorithms across multiple applications and domains resulting in optimization of resources and time.

According to examples, an apparatus may include a processor and a memory on which is stored instructions that may cause the processor to determine that information has been inputted into an object, the object including a child object nested within the object. The instructions may also cause the processor to generate a child-object hash value based on contents of the child object, generate a hash value for the object based on contents of the object, the contents of the object including the child-object hash value, and determine whether the generated hash value differs from a stored hash value, the stored hash value corresponding to contents of the object without the inputted information. The instructions may also cause the processor to, based on a determination that the generated hash value differs from the stored hash value, save the object including the child object nested within the object.

A customer relationship management (CRM) platform may use a sales opportunity object to store information about a particular sales opportunity. However, if the life cycle of the sales opportunity involves multiple distinct sales attempts separated by dormant periods, the CRM platform can store historical data associated with one or more earlier sales attempts in sales attempt objects linked to the sales opportunity object. By storing historical data associated with previous sales attempts in linked sales attempt objects, the CRM platform can retain the historical data while allowing the sales opportunity object to be updated based on a more recent sales attempt.

When a DBMS receives a suspend instruction in which a suspend completion time of query processing is a future time and between receipt of the suspend instruction and the suspend completion time, if there is a target object (at least a processing object whose execution is in progress upon receipt of the suspend instruction) whose predicted completion time is at or precedes the suspend completion time, the DBMS changes the state of the target object to a state signifying a snapshot suspend. If there is a processing object whose state signifies a snapshot suspend, the DBMS executes the processing object at or before the suspend completion time.

Described are methods, systems and computer readable media for computer data distribution architecture connecting an update propagation graph through multiple remote query processors.

The present disclosure relates to determining the shareability of values of node profiles. Record objects and electronic activities of a system of record corresponding to a data source provider may be accessed. Each record object may correspond to a record object type and have one or more object field-value pairs. Node profiles may be maintained. Values of fields corresponding to a predetermined type of field including fewer than a predetermined threshold number of data source providers may be identified. A restriction tag used to restrict populating other node profiles may be generated. Provision of the value with a second data source provider may be restricted.

A system enabling a registered user of an SIO database to instantiate and edit characteristics of objects has an SIO base module adapted to interact with the user in instantiating and editing objects, an SIO search module, an SIO input module, an SIO database, and an SIO template database. The base module enables the user to conduct a search of the SIO database with the search module and guides the user in instantiating and editing characteristics of objects.