Abstract: Embodiments of the present disclosure include a computer-implemented method, a computer program product, and a system for storing data based, at least partially, on the deduplication rates of a storage system within a storage environment. The computer-implemented method includes receiving data to be stored in a storage environment, computing a hash for the received data, and querying storage deduplication agents for statuses of storage systems within the storage environment. The computer-implemented method also includes receiving deduplication rates and hash tables relating to the storage systems from the storage deduplication agents. The computer-implemented method further includes analyzing stored data stored on the storage systems using the deduplication rates and the hash tables and comparing the stored data to the received data.

Abstract: Embodiments for, in an object storage environment, managing data replication between first and second sites of a distributed computing environment by one or more processors. A first pass metadata hash is calculated for each of the objects in an object-set that is subsequently transferred from the first to the second site. Responsive to the second site, a second pass metadata hash is calculated for remaining objects of the object-set that are identified by the second site at a sub-object level using a predetermined size.

Abstract: Embodiments for, in a shared storage environment, managing data replication between first and second sites of a distributed computing environment by one or more processors. Metadata is pre-seeded from the first to the second site as an assembled metadata map. Data blocks corresponding to the pre-seeded metadata not currently stored at the second site are determined by the second site using the metadata map within a deduplication environment. A transfer request for the data blocks is returned by the second site to the first site.

Abstract: Embodiments for integration of social interactions in shared media by a processor. The social interactions are mapped in real time according to a predetermined preference. Duplicate ones of the social interactions are managed according to a data deduplication operation. The shared media is analyzed in view of the mapped social interactions to generate placement or duration display attributes for the social interactions such that the mapped social interactions and the shared media may be concurrently viewed on a particular display without obfuscating content of the shared media at a particular time.

Abstract: Embodiments for integration of social interactions in shared media by a processor. The social interactions are mapped in real time according to a predetermined preference. Duplicate ones of the social interactions are managed according to a data deduplication operation. The shared media is analyzed in view of the mapped social interactions to generate placement or duration display attributes for the social interactions such that the mapped social interactions and the shared media may be concurrently viewed on a particular display without obfuscating content of the shared media at a particular time.

Abstract: In an approach to securing data using alternative value identification schemes, one or more computer processors receive user registration data, wherein the user registration data includes one or more authentication parameters, wherein the one or more authentication parameters includes one or more physical pressure-based inputs by a user. The one or more computer processors receive an access request requiring an authentication from the user, wherein the access request includes the one or more physical pressure-based inputs by the user associated with the one or more authentication parameters. The one or more computer processors determine whether the one or more authentication parameters match the user registration data. Responsive to determining that the authentication data matches the registration data, the one or more computer processors authenticate access for the user.

Abstract: Embodiments of the present disclosure include a computer-implemented method, a computer program product, and a system for storing data based, at least partially, on the deduplication rates of a storage system within a storage environment. The computer-implemented method includes receiving data to be stored in a storage environment, computing a hash for the received data, and querying storage deduplication agents for statuses of storage systems within the storage environment. The computer-implemented method also includes receiving deduplication rates and hash tables relating to the storage systems from the storage deduplication agents. The computer-implemented method further includes analyzing stored data stored on the storage systems using the deduplication rates and the hash tables and comparing the stored data to the received data.

Abstract: An embodiment of the invention may include a method, computer program product and computer system for optimizing course understanding. The method, computer program product and computer system may include a computing device to receive fueling location data and vehicle identification data of a vehicle from a radio frequency identification (RFID) transceiver from a plurality of fueling stations. The RFID transceiver may receive the vehicle identification data at the RFID transceiver from a cryptographic RFID transponder as part of the vehicle. The computing device may receive user authentication signals authorizing a plurality of fueling stations from an authorized user of the vehicle. The computing device may determine from the fueling location data, the vehicle identification data, and the user authentication signals one or more fueling patterns. The computing device may detect a fueling location deviating from the one or more fueling patterns send an alert to an authorized device.

Abstract: A method for defending a computing system against ransomware attacks is disclosed. In one embodiment, such a method includes identifying, on a computing system, files to be protected against ransomware attacks. The method appends a public key to each of the files. Upon receiving a request to modify a specific file, the method reads the public key appended to the file, requests an authentication token from a user, and computes a private key associated with the files. The method combines the public key, authentication token, and private key to generate an unlock key. This unlock key is compared to a validation key. The method authorizes modification of the file in the event the unlock key matches the validation key. A corresponding system and computer program product are also disclosed.

Abstract: Embodiments of the present invention provides methods, computer program products, and a system for improving serial performance of a computer system storage volume. Embodiments of the present invention can be used to reduce a partition scheme of a storage volume to allow for a computer system to read the storage volume using additional system resources that were previously idle during a serial read operation. Embodiments of the present invention can be used to reserve random-access memory (RAM) to store metadata describing data stored on a storage volume that utilizes a reduced partition scheme. Once the serial read of the storage volume is complete, the embodiments of the present invention can revert the partition scheme back to the original partition scheme for normal, non-serial read operations.

Abstract: Embodiments for managing social commentary as applicable to social media by a processor. A spectrum of weights is assigned to individual portions of the social commentary as a function of a determined measured characteristic. Those of the individual portions having a higher weight than a predetermined threshold are selected to be displayed through the social media in a hierarchy corresponding to a position in the spectrum of weights, while those of the individual portions having a lower weight than the predetermined threshold are selected to be withheld from display. A deduplication operation is applied to individual portions of the social commentary. Those of the individual portions determined to be repetitive greater than a predetermined number are used to assist in formulating weights of the individual portions.

Abstract: A technique for operating a data storage system includes generating information that identifies data that is currently stored in a write cache of the data storage system. The information is stored in a data structure associated with the data storage system. In response to a failure of the data storage system, the information in the data structure is accessed to identify the data that was lost in the failure.

Abstract: Embodiments for, in a shared storage environment, managing data replication between first and second sites of a distributed computing environment by one or more processors. Based on an identified data block-set for replication, a unique metadata map is generated as a computed snapshot of the identified data block-set, the metadata map accounting for a predetermined block-size for transfer. The unique metadata map is transferred to the second site. The second site adds the unique metadata map to a global metadata repository.

Abstract: Various embodiments for data management across a network by a processor. Data characteristics are analyzed through the network, incorporating an analysis of traffic and utilization of the data in the network, and inclusive of data operations resulting in at least a portion of the data reaching an endpoint in a network topology. Based on the analysis of the data characteristics, the portion of the data is pre-seeded forward to a location closer to the endpoint in the network topology than a previously stored location, such that when the portion of the data is requested through the endpoint, movement of the portion of the data to the endpoint encumbers fewer resources of the network.

Abstract: A computer-implemented method, according to one embodiment, is for performing internal striping within a subset of slices. The computer-implemented method includes: receiving, by a computer, a logical unit; splitting, by the computer, the logical unit into a plurality of data chunks; and distributing, by the computer, the plurality of data chunks across the subset of slices such that the plurality of data chunks are striped across the subset of slices, and striped across a plurality of physical partitions in each of the subset of slices. Moreover, each of the subset of slices correspond to a different physical storage module in a single storage device. Other systems, methods, and computer program products are described in additional embodiments.

Abstract: Embodiments for, in an object storage environment, deduplicating data within and between distributed computing components by a processor. A deduplication operation is paired with metadata associated with a data object to determine data necessitating deduplication before the data object is transferred and written to a local node.

Abstract: In an approach for determining an optimal path for an elevator, a processor receives information, wherein the information includes social media data associated with a user and calendar entries associated with the user, indicating one or more locations within a building. A processor analyzes the received information. A processor determines a location to send an elevator within the building to minimize movement of the elevator, based on the analyzed information. A processor causes the elevator to move to the location.

Abstract: Embodiments for facility management by a processor. Operations are performed to collect and track environmentally-related data of the facility over time. Predictive analytics are applied to the environmentally-related data to generate decisions that are dynamically applied to environmental settings of the facility.

Abstract: In an approach to securing data using alternative value identification schemes, one or more computer processors receive user registration data, wherein the user registration data includes one or more authentication parameters, wherein the one or more authentication parameters includes one or more physical pressure-based inputs by a user. The one or more computer processors receive an access request requiring an authentication from the user, wherein the access request includes the one or more physical pressure-based inputs by the user associated with the one or more authentication parameters. The one or more computer processors determine whether the one or more authentication parameters match the user registration data. Responsive to determining that the authentication data matches the registration data, The one or more computer processors authenticate access for the user.

Abstract: A computer-implemented method, according to one embodiment, includes: determining that a data storage drive in a first array has failed, determining a location to rebuild the failed data storage drive, instructing performance of a rebuild operation at the determined location, determining one or more data storage drives in one or more arrays having a combined amount of available space that is sufficient to mirror data and/or parity information of the first array, instructing mirroring of the data and/or parity information of the first array in parallel with performing the rebuild operation, instructing deletion of the mirrored data and/or parity information of the first array from the one or more data storage drives in response to the rebuild operation being completed, and instructing reallocation of the space in the one or more data storage drives used to mirror the data and/or parity information of the first array as available space.