Abstract: A method, system, and computer program product for managing input/output (I/O) operations in log structured arrays (LSA) is provided. The method receives a write request for a storage volume. The write request including a set of data. The method determines the set of data for a target extent of the storage volume is not copied to a target location based on a target map for a flash copy volume. An LSA is instructed to perform an internal copy-on-write (COW) for the set of data during a next IO operation for the storage volume. Based on the internal COW instruction, the method moves an internal pointer of the target location from a virtual volume to the flash copy volume.

Abstract: In an approach to improve the field of multi-cloud environments by detecting data corruption between storage systems. Embodiments perform information tunneling on data transferring between a source storage system and a target storage system. Further, embodiments determine a checksum data of a data payload does not match an Internet Protocol (IP) packet extracted checksum and a blockchain based checksum and compare the checksum data at the target storage system with the IP packet extracted checksum and the blockchain based checksum to identify one or more checksum mismatches. Additionally, embodiments identify a corruption in a data payload based on the comparison between the checksum data at the target storage system and the IP packet extracted checksum and the blockchain based checksum, validate the corruption in the data payload, and update respective entities of identified corruption in the data payload.

Abstract: A computer-implemented method, computer system, and computer program product for measuring a quality of a chatbot response. The present invention may include receiving one or more classifications, receiving a set of questions in a chatbot to be analyzed, filtering any question from the received set of questions that is not related to an area of expertise of the chatbot, matching at least two questions from the received set of questions to each other, and applying at least one of the one or more classifications to the at least two matched questions. The one or more classifications may be based on a similarity of words and synonyms used in the at least two matched questions. The one or more classifications may be based on a similarity of intents of the at least two matched questions.

Abstract: A method, system and computer program product for light-weight software license compliance management. One embodiment of the method comprises accessing a set of software logs from a target device, analyzing the set of software logs to generate a license violation probability score, determining the license violation probability score satisfies a predetermined threshold, and notifying a user of a need to scan the target device for software license compliance.

Abstract: A scanner is used to generate a set of processing power consumption metrics for a memory subsystem. From the set of processing power consumption metrics, a number of in-memory computations is determined. From the number of in-memory computations, a total computing score is determined. A user is notified of the total computing score.

Abstract: Disclosed is a system, computer program product and computer-implemented method for smog analysis which provides sending a data collection signal to one or more vehicles including one or more sensors via a base station, receiving data from the one or more vehicles, including sensor data, analyzing the received data for determining a smog status, and sending traffic information to a plurality of vehicles. The traffic information may include the determined smog status and the plurality of vehicles may include the one or more vehicles.

Abstract: A set of virtual machines is deployed on a hypervisor. At each virtual machine, one or more local scans is performed to generate a set of computing resource consumption data. In response to receiving a set of hypervisor resource consumption data, a stability factor is generated. Based on the set of resource consumption data, the set of hypervisor resource consumption data, and the stability factor, a determination is made that a default consumption metric exceeds a threshold. In response to the determination, a custom consumption metric is generated, based on at least the set of computing resource consumption data. A user is notified of the custom consumption metric.

Abstract: Providing reproducible machine learning model results by receiving input data for a machine learning (ML) model, processing the input data using the ML model, yielding an initial result, adding a first block to a distributed ledger, the block comprising the input data, the initial result, an ML model data structure, and a link to training data for the ML model, wherein the training data resides in previous distributed ledger blocks, and providing an output including the initial result.

Abstract: Building a chatbot using an external knowledge base to eliminate the need for after-build testing by receiving a plurality of problem-solution records from the external knowledge base, classifying the plurality of problem-solution records according to a set of subject categories, converting, based on the set of categories, the plurality of problem-solution records into a plurality of chatbot intent-entity records, and building, using the plurality of chatbot intent-entity records, the chatbot.

Abstract: A method, a computer system, and a computer program product for tiering migration for storage system optimization is provided. Embodiments of the present invention may include determining to move data based on access counters to balance a workload between storage drives and storage tiers. Embodiments of the present invention may include establishing a connection with an interconnect application program interface. Embodiments of the present invention may include collecting and converting physical access counters. Embodiments of the present invention may include collecting heat map data. Embodiments of the present invention may include calculating a tiering migration plan for an internal map change event.

Abstract: A method, system, and computer program product for managing input/output (I/O) operations in log structured arrays (LSA) is provided. The method receives a write request for a storage volume. The write request including a set of data. The method determines the set of data for a target extent of the storage volume is not copied to a target location based on a target map for a flash copy volume. An LSA is instructed to perform an internal copy-on-write (COW) for the set of data during a next IO operation for the storage volume. Based on the internal COW instruction, the method moves an internal pointer of the target location from a virtual volume to the flash copy volume.

Abstract: A computer-implemented method, system and computer program product for applying a unified governance and integration platform to social media data. Data integration definitions for managing and protecting social media data are received. After receiving the data integration definitions for social media data, data integration externalization, governance catalog externalization or lineage externalization may be performed. For example, social media data may be extracted from a database system by a governance and integration unit (“unit”) using the data integration definitions. The extracted social media data is then transformed and loaded to the social media data system via a connector linking the data from the unit to the social media data system. In another example, social media data is extracted from the social media data system by the unit, such as via the connector, using the data integration definitions and then transformed and loaded to the database system for analysis.

Abstract: A computer-implemented method includes: receiving, by a computing device, a Uniform Resource Locator (URL) from an agent device; extracting, by the computing device, information from the URL; assigning, by the computing device, a ticket to an agent based on the information from the URL and an agent registry; updating, by the computing device and in response to the assigning, a dispatch list; and notifying, by the computing device and in response to the assigning, the agent of the assigning the ticket to the agent.

Abstract: Aspects of the present invention disclose a method, computer program product, and system for determining a response to a query from a user. The method includes one or more processors receiving a query associated with a software product. The query includes an indication of an error. The method further includes one or more processors determining whether a response to the query is available in an accessible knowledge base. In response to determining that a response to the query is not available, the method further includes one or more processors identifying content in program code of the software product that corresponds to the indicated error of the received query. The method further includes one or more processors determining a response to the query based on the identified content in the program code. The determined response to the query includes diagnostic information corresponding to the indicated error.

Abstract: A scanner is used to generate a set of processing power consumption metrics for a memory subsystem. From the set of processing power consumption metrics, a number of in-memory computations is determined. From the number of in-memory computations, a total computing score is determined. A user is notified of the total computing score.

Abstract: Support queries are automatically provided. An error is identified during execution of an application. A support query for the error is produced using the source code for the application with the support query including context information for the error. The support query is displayed to a user.

Abstract: Automatically extracting lineage data for distributed file systems and databases by generating a file folder including data and having a file path, generating a data table associated with the data and the file path, tracking the lineage of data into the file folder and the lineage of data from the data table, and recording an overall lineage comprising the lineage of data into the file folder and from the data table.

Abstract: A method, system, and computer program product for implementing automated software application bundling is provided. The method includes detecting first software scanners installed within computing devices associated with a hardware device. Licensed software applications and second software scanners installed within a group of computing devices are detected and configuration files associated with initiating execution of the licensed software applications are retrieved from a database. Operational data is retrieved and an associated list describing operational attributes of the computing devices is generated. Likewise, a list of licensed software applications installed within the group of computing devices and a graph presenting communication connections between the computing devices and the hardware device are generated and the licensed software applications are executed with respect to enabling operational functionality for the group of computing devices.

Abstract: Disclosed is a system, computer program product and computer-implemented method for smog analysis which provides sending a data collection signal to one or more vehicles including one or more sensors via a base station, receiving data from the one or more vehicles, including sensor data, analyzing the received data for determining a smog status, and sending traffic information to a plurality of vehicles. The traffic information may include the determined smog status and the plurality of vehicles may include the one or more vehicles.

Abstract: Applying data owner-defined data protection policies for identity data security within a blockchain environment is provided. A data sharing request for an identity data attribute corresponding to a data owner is received from a data consumer. A data protection policy defined by the data owner that corresponds to the identity data attribute requested by the data consumer is retrieved from a blockchain. The data protection policy is applied to the identity data attribute requested by the data consumer to determine amount of data sharing with the data consumer.