Abstract: A request to execute a recurring job is received by a cloud computing environment. Thereafter, available computing resources available to execute the job are determined based on historical resource consumption trends. A resource prediction for the job is then generated using an ensemble model ((S)ARIMA model) that combines an autoregressive moving average (ARMA) model and an autoregressive moving average (ARIMA) prediction models. The resource prediction characterizes resources to be consumed for successfully executing the job. Execution of the job can then be scheduled by the cloud computing environment based on the resource prediction and the available computing resources. Related apparatus, systems, techniques and articles are also described.

Abstract: In some embodiments, there is provided a method including creating at least one reusable user interface metadata definition for at least one user interface object; storing the at least one reusable user interface metadata definition; creating at least a portion of a user interface page, which includes the at least one user interface object, using the at least one reusable user interface metadata definition; overriding the at least one reusable user interface metadata definition; bundling into a container the least one reusable user interface metadata definition with other metadata definitions; and deploying the container of the at least one reusable user interface metadata definition and the other metadata definitions to a device where a metadata interpreter can generate at least one user interface object associated with the at least one reusable metadata definition. Related systems and computer program products are also provided.

Abstract: A method may include receiving a selection of a template defining a manner in which data is stored in one or more database tables operated upon by a software application while the software application performs a function. The selected template may be stored in a first database table. Customizations applied to the selected template are stored in a second database table. In response to the software application performing the function, a virtual customizing table may be generated to include a database view having the selected template from the first database table and the customizations from the second database table. The software application may perform the function based on the virtual customization table, which is not persisted at a database but is generated as needed. Related systems and articles of manufacture, including computer program products, are also provided.

Abstract: In a scenario involving a primary and secondary server, resource requests can be managed to avoid sending multiple requests to the secondary server. In particular, requests for data object attributes can be queued when another request has already been made. Hashkey and locking mechanisms can be used to support scenarios involving multiple users and multiple data object instances. Performance of the overall system landscape can thus be improved by effectively consolidating resource requests.

Abstract: Computer-readable media, methods, and systems are disclosed for handling intermediate data in connection with a database employing group-level encryption. Intermediate data is used during database operation and stored transiently such that the intermediate data is removed from memory upon database restart. To protect the privacy of the intermediate data, a random encryption key may be generated upon startup of a database instance. The random encryption key may be stored transiently. During database operation, the random encryption key may be used to encrypt and/or decrypt the intermediate data. The transient memory may be wiped upon database shut down such that the random encryption key is no longer accessible upon database restart.

Abstract: Methods, systems, and computer-readable storage media for receiving, by an operation guard system executed within a cloud platform, session information representative of a session of a user within the cloud platform, the session information including user information and operation information, determining, by the operation guard system, that the user is signed into a technical group for execution of an operation represented in the operation information, and in response, providing, by the operation guard system, a risk score associated with the operation, and determining, by the operation guard system and at least partially based on the risk score, that the operation is a risk-oriented operation based on the risk score, and in response, preventing execution of the operation and transmitting an alert.

Abstract: Transient product master data may be used to represent temporarily used objects and resources. Instead of generating complete master data upfront, a placeholder is used in a tracking document for the temporary use. A tracking document for the temporary use includes a placeholder reference. When the product to be used temporarily is selected and ready to be physically moved, attributes and other information of the product may be sent to a management system via an interface. This information may be used to automatically generate transient material master data that is accessible using a reference. This reference may be used to update the placeholder reference in the tracking document and it may be used in further tracking documents.

Abstract: A method for performing a multi-fragment index scan operation included in a query pipeline of a query accessing a database table may include performing an index scan on a first chunk of a first fragment of the database table and a second chunk of a second fragment of the database table. A first output of the index scan on the first chunk of the first fragment of the database table and a second output of the index scan on the second chunk of the second fragment of the database table may be merged to generate a partial result set for ingestion by a next operation in the query pipeline. The multi-fragment index scan operation may continue with index scans on subsequent chunks of the first fragment and second fragment of the database table. Related systems and computer program products are also provided.

Abstract: A method, a system, and a computer program product for decompressing data. One or more compressed blocks in a set of stored compressed blocks responsive to a request to access data in the set of stored compressed blocks are identified. String prefixes inside the identified compressed blocks are decompressed using front coding. String suffixes inside the identified compressed blocks are decompressed using a re-pair decompression. Uncompressed data is generated.

Abstract: A system, method, and computer-readable medium, including authoring and consolidating a semantic layer universe and at least one semantic layer extension (e.g., a collection of semantic layer entities) created on top of the objects of the semantic layer universe, the semantic layer universe and the one or more semantic layer extensions being linked via a repository relationship; and dynamically presenting a consolidated view of relevant objects from the semantic layer universe and possibly entities of the at least one semantic layer extension to provide a user with additional querying metadata.

Abstract: Provided are systems and methods for simplifying a user interaction when inputting data into multiple pages/windows of a software application. In one example, the method may include executing a software application, displaying a plurality of rows of data values from columns of a database table via a user interface embedded in a page of the software application, detecting a request for a fast input submitted via the user interface, and in response to the detected request, displaying a plurality of interactive elements within the plurality of rows of data values on the user interface, and detecting a selection of an interactive element from among the plurality of interactive elements, and in response, displaying a fast input user interface with input fields extracted from one or more other pages of the software application via the user interface.

Abstract: Techniques and solutions are provided for determining changes to computing objects based on a change to a related computing object. A model of model objects is created, where a model object represents a computing object of a plurality of computing objects. The model stores information about relationships between the plurality of computing objects. A change to a computing object of the plurality of computing objects is received, and the model is used to determine one or more objects of the plurality of computing objects that are affected by the change, using the relationship information in the model. At least a portion of the plurality of the objects are of differing types.

Abstract: Techniques and solutions are provided for searching for documents upstream, downstream, or both upstream and downstream of a given document, and providing information about relationships between documents in the results. To help users understand relationships between documents, different “voices” can be used in a result display, such as an “active voice” being used for an upstream search and a “passive voice” being used for a downstream search. If desired, results can be limited or filtered, such as limiting a search to a particular relationship type or types, or providing a limit to an amount of indirection between documents. Disclosed techniques can provide more useful information about a document flow, and can reduce computing resources used in generating such displays.

Abstract: Techniques and solutions are provided for generating allocation tasks for a plurality of tasks requesting one or more instances of an element, the element being associated with a plurality of allocation units. At least one allocation unit is an aggregation unit that comprises multiple instances of the element. Certain disclosed techniques allow for a combination of types of allocation tasks, such as an allocation task that directly allocates one or more instances of an allocation unit to a task, or an allocation task that has subtasks of withdrawing one or more instances of an aggregation unit and then distributing element instances of the aggregation unit or units among a plurality of tasks. Another technique determines whether a multiple of a given aggregation unit can exactly satisfy multiple tasks of the plurality of tasks. Another aspect provides for splitting tasks into groups to allow for more efficient allocation.

Abstract: An intelligent labeling method is disclosed herein. The method can receive a plurality of input instances and access a knowledge graph comprising a plurality of nodes and a plurality of edges connecting the plurality of nodes. The plurality of nodes represent objects and the edges represent relationship between the objects. For at least some selected input instances, the method can identify respective matching objects represented by corresponding nodes of the knowledge graph. A selected input instance shares a common label with the corresponding matching object. For identified matching objects, the method can identify a common class object represented by a corresponding node of the knowledge graph. A percentage of identified matching objects are descendants of the common class object, and the percentage is greater than a predefined threshold. The method can associate a label of the common class object with the plurality of input instances.

Abstract: Systems and methods include configuration of a first database view to read from common versions of rows of a database table or from rows of the database table associated with a first version of the application, the database table storing application content, configuration of a first application server to write to the common versions of rows of the database table, configuration of a second database view to read from common versions of rows of the database table or from rows of the database table associated with a second version of the application, configuration of a second application server to write to rows of the database table associated with the second version of the application, modification of the database table to include rows associated with the second version of the application while the first application server executes the first version of the application and incoming user requests are directed to the first application server, configuration of the second application server to write to common version

Abstract: Provided is a system and method which may execute a find operation on a union mount via individual find operations on the underlying file systems that make up the union mount rather than perform the find operation through the union mount itself. As a result, processing time of can be significantly reduced. In one example, the method may include receiving a request for a data item to be retrieved from a union-mounted file system comprising a plurality of layers of files which have been merged together, simultaneously executing, via a file manager, a plurality of find operations on the plurality of layers, respectively, without merging the plurality of layers together, receiving a plurality of sets of search results of the plurality of find operations from the plurality of layers in response to the executing, and merging and displaying the plurality of sets of search results.

Abstract: A computer-implemented method can create a node-link model from a hierarchy table, which includes a plurality of records associated with a plurality of objects organized in segments. A record includes a unique identifier, a parent reference, and a value distribution for the associated object. The parent reference is the unique identifier of a parent object directing the value distribution to the associated object. The node-link model includes a plurality of nodes representing the objects and links connecting the nodes and representing value distributions between the objects. The method can generate a visual representation of the node-link model in a user interface and receive an input from the user interface. Responsive to the input, the method can change the visual representation to depict a portion of the node-link model based on a viewable scope of the node-link model and one or more viewable fields specified in the input.

Abstract: Programs, systems, and methods for generating electronic reports by a single-action electronic reporting system are described herein. In some embodiments, electronic reporting documents may be generated based on a configuration file. The configuration file may be editable by the user such that the user may select report data types and cumulation data types to be applied to the configuration file for a particular sub-application format. All personnel data associated with employees of a company may be stored such that the personnel data may be accessed and obtained by the single-action electronic reporting system. The user may define the data types, the cumulation data types, and the sub-application for output and presentation of the data.

Abstract: Systems and methods include acquisition of a database system workload comprising a plurality of database queries, replay of the database system workload on each of a plurality of database systems to generate a plurality of failed events, each of the plurality of failed events associated with a plurality of attributes, assignment of a root cause to each of the plurality of failed events, and training of a classification model, based on the plurality of failed events an assigned root causes, to infer an output root cause based on an input plurality of attributes.