Abstract: According to an example, a system may receive a conversation with a first chatbot version through a messaging application, generate a first conversation file from the conversation, execute the first conversation file with a second chatbot version to generate a second conversation file, and compare the first conversation file with the second conversation file.

Abstract: An example process for aligning time-series datasets includes receiving a first time-series dataset and a second time-series dataset. The first time-series dataset can include a first set of values associated with respective time stamps and the second time-series dataset can include a second set of values associated with respective time stamps. The process also includes determining degrees of variance of the first and second sets of values, and comparing each degree of variance with a threshold. The process also includes selecting among multiple time alignment processes based on the comparisons, and processing the time-series datasets according to the selected process to thereby generate an aligned time-series dataset.

Abstract: Example embodiments disclosed herein relate to actively modify execution at runtime of an application under test (AUT). The AUT is executed using a real-time modifier. A security test is performed on the AUT. Execution of the AUT is modified at a decision point.

Abstract: Apparatus and methods for providing computing resources are provided. More particularly, providing recursively-generated instantiated computing resource in a multi-tenant environment are provided. According to one example, a non-transitory computer-readable medium can store a set of instructions executable by a processing resource to instantiate a first instance of a first computing resource and provide the first instance of the first computing resource to a first tenant of a plurality of tenants utilizing a computing system. A second computing resource can be provided to a second tenant of the plurality of tenants when the second computing resource is available and sharable with the second tenant. A second instance of the first computing resource can be recursively-generated responsive to the request from the second tenant when the second computing resource is not available or the second computing resource is not sharable with the second tenant.

Abstract: A technique includes tracking changes to a code base using a source code management application; and maintaining a correlation between defects in the code base and changes addressing the defects. The technique includes determining a defect density in a subset of the code base associated with implementation of a requirement for the code base. Determining the defect density includes identifying how many defects are addressed by changes that modify the subset of the code base.

Abstract: Example embodiments relate to generating sets of recommended inputs for changing predicted results of a predictive model. The examples disclosed herein access, from a database, a historical set of inputs and results of a predictive model. A function is approximated based on the historical set of inputs and results, and a gradient of the function is computed using a result of the function with respect to a local maximum value of the function. A set of recommended inputs is generated based on the gradient of the function, where a recommended input produces a positive result of the function.

Abstract: According to examples, an index of entries may be retrieved, in which each of the entries may correspond to phrases that are analogous to other phrases in content on a network. A plurality of phrases that are similar to the entries in the index may be identified in a content accessed on the apparatus and a determination may be made, based on a user interaction with the accessed content via a user interface, that the user has read a first phrase in the plurality of phrases. The index may be updated to indicate that the user has read the first phrase and, based on the updated index, a second phrase in a subsequently accessed content that is similar to the first phrase may be determined. In addition, the second phrase in the subsequently accessed content may be displayed differently from other displayed phrases in the subsequently accessed content.

Abstract: In one example of the disclosure, a set of image frames of a software application display, taken in sequence over a recording period, is obtained. For each frame from the set, a count of image areas that changed as between the frame and an adjacent frame is determined, and the count is recorded in correlation with order of recording of the frame relative to other frames of the set. An application-active period during which consecutive frames have changed-areas counts exceeding a changed-areas threshold is identified. Upon determining that duration of the application-active period exceeds a threshold period, a recommendation to modify the application is generated.

Abstract: Examples discussed herein disclose, among other things, an encrypting device. The encrypting device may include a format preserving encryptor to obtain a plaintext, obtain a key from a plurality of keys stored in a key database, and encrypt the plaintext using the key to produce a ciphertext having a length of the plaintext. The encrypting device may also include a key reference embedder to obtain a key reference associated with the key, and generate an extended ciphertext by adding to the ciphertext a set of characters associated with the key reference, such that the key reference can be determined based on the extended ciphertext.

Abstract: A system for connecting user action flows is disclosed. The system determines when a first object is created on a first thread in response to a first user action. Additionally, the system stores a first relationship between the first thread and the first object based on the determination of when the first object is created. Moreover, the system determines when the first object is running on a second thread that differs from the first thread, and stores a second relationship between the second thread and the first object based on the determination of when the first object is running.

Abstract: A pattern of geocoded pixels is generated by accessing data point values, where each data point value includes an attribute value and coordinates of a geographic location. Each data point value corresponds to a geocoded pixel that is positioned on the pattern based on the coordinates of the data point value such some geocoded pixels overlap other geocoded pixels. Different levels of the pattern of geocoded pixels correspond to a different degree of overlap between the geocoded pixels. The different levels of the pattern of geocoded pixels are associated with different magnification levels of a geographic map such that changing a magnification level of the geographic map causes a degree of overlap between the geocoded pixels of the pattern to change.

Abstract: According to an example, in a method for displaying visual analytics of entity data, geographic locations of entities may be plotted as first pixel cells on a first region and as second pixel cells on a second region of a geographic map. A determination may be made that the first pixel cells have a higher degree of overlap with each other in the first region compared to the second pixel cells in the second region. The geographic map may be distorted to enlarge the first region and the first pixel cells may be arranged in the first region in a manner that prevents the first pixel cells from overlapping each other. A color value for each of the pixel cells may be determined from a multi-paired color map that represents two variables corresponding to the entities by color and the pixel cells may be caused to be displayed on the distorted geographic map according to the determined respective color values.

Abstract: A log event cluster analytics management method may involve storing a first portion of an entire cluster dictionary in a transient memory, storing at least a second portion of the entire cluster dictionary in a persistent database and comparing a new log event message to the first portion of the overall cluster dictionary. In response to not assigning the new log event message to any cluster in the first portion of the entire cluster dictionary in the transient memory, selecting a subset of clusters of the at least second portion of the cluster dictionary in the persistent database, comparing the new log event message to a cluster of the selected subset of clusters and assigning the new log event message to the cluster of the selected subset of clusters based upon the comparison.

Abstract: A system and method for a text search of a database. A text search expression is converted to a query plan having multiple search tokens. A one-pass indexing of an invested word index filters the inverted word index based on a search condition and identifies the applicable documents having the multiple search tokens.

Abstract: According to an example, an application code graph of an application may be received and the programming structures of the application may be ranked based on a ranking model. When the information regarding code changes associated with the application are received, the ranking model may be applied to the programming structures associated with the code changes. The impact of the code changes on the application performance may be determined and corresponding recommendations may be produced based on the determined impact.

Abstract: Examples relate to identifying problematic messages. In one example, a computing device may: obtain, for each of a plurality of server requests, at least one log message; obtain, for each of the server requests, a measure of server request success; for each of the obtained log messages, cluster the obtained log message into one of a plurality of log clusters, the clustering being based on a measure of similarity between the obtained log message and other log messages included in the log cluster; and for each of the obtained log messages, increment a particular counter associated with the log cluster into which the obtained log message is clustered, the particular counter being selected for incrementing based on the measure of server request success.

Abstract: In one implementation, a record associated with an element of an application is maintained and a notification is generated when the record indicates a lack of documentation.

Abstract: A change in an information technology system may be monitored. The information technology system may include a computing resource, a computing service that is to utilize the computing resource, a resource policy including a rule that is to be matched to the computing resource. A compliance operation may be performed on the computing resource in accordance with the rule. A schedule may be changed for a maintenance window in which the compliance operation is to be performed. The change of the schedule may be based on the monitored change in the information technology system and on a priority of the compliance operation or of the computing service.

Abstract: According to an example, usage of a plurality of features of an application by users in each of a plurality of tenants may be accessed. Popularities of the plurality of features among the users in each of the plurality of tenants may be determined and a feature of the plurality of features to be promoted to the users in the first tenant may be identified based upon the determined popularities of the features. Additionally, a visual callout to the identified feature may be caused to be displayed to the users in the first tenant to promote the identified feature to the users in the first tenant.

Abstract: A method for query processing includes receiving a query, and determining a query type by determining if the query is a structured query language (SQL) query including multiple distinct aggregates (MDAs), or a SQL query including cube, rollup or grouping sets operations. Based on the determination, the method includes processing the query to generate an output, and performing a predetermined number of maximum group by operations on the output based on the query type to generate a response to the query.