Abstract: An example operation includes one or more of identifying, by an archiving server node, a unique archival policy for each of a plurality of blockchain nodes, executing, by the archiving server node, a consensus mechanism to determine at least one block from a plurality of blocks of the plurality of the blockchain nodes to be archived, and running the unique archival policy to archive the at least one block from the plurality of the blocks.

Abstract: One embodiment provides a method, including: generating a plurality of ontologies wherein each ontology is generated by: monitoring interactions of a user with lineage information, wherein the monitoring comprises monitoring (i) filter interactions and (ii) access interactions; aggregating the monitored interactions of the user with monitored interactions of other users having a given business role; and generating an ontology for the given business role, wherein the subset comprises (i) event types, (ii) event constraints, (iii) event metadata, and (iv) event context; and upon a user having one of the plurality of business roles accessing lineage information on the data platform, providing a subset of the lineage information.

Abstract: Systems and methods are disclosed for efficiently storing information identifying journey instances within unstructured event data of a data intake and processing system. Each journey instance is illustratively associated with a series of events within the unstructured event data occurring over a journey duration. Because the unstructured event data may be constantly updated, any given inspection of the event data may yield both complete and incomplete instances. Storage of instance data over time can require updating of prior incomplete journey instances with complete versions of such instance detected at a later point in time. However, a data store of the unstructured event data may be unsuited for such updating, as the store may maintain version information for deleted data to reduce possibility of data loss. To address this issue, a separate structured data store, such as a columnar time series data store, is provided to efficiently store instance information.

Abstract: One embodiment provides a method, including: receiving a plurality of data for job processing, wherein the job processing processes the plurality of data into (i) at least one map phase and (ii) at least one reduce phase; generating a plurality of key-value groups from the plurality of data, wherein the plurality of key-value groups are grouped from data pairs including a key and a value and wherein each of the key-value groups include a grouping of data pairs having a common key and a plurality of values associated with the common key; identifying values common to at least a subset of the key-value groups; generating, based upon the identifying, new key-value groups, wherein at least a subset of the new key-value groups includes key-value groups having common keys and the identified common values; and communicating the new key-value groups to the at least one reduce function for processing.

Abstract: One embodiment provides a method for recommending model characteristics to be used in developing a target geo-spatial physical model for a target geographic location utilizing historical lineage data corresponding to historical geo-spatial physical models, including: receiving information related to the target geographic location, wherein the information describes geographical and domain features of the target geographic location; identifying, using at least one similarity algorithm, at least one other geographic location that is similar to the target geographic location, wherein the at least one geographic location has at least one corresponding historical geo-spatial physical model; and recommending, using at least one machine-learning model and based upon the at least one other geographic location, initial model characteristics for developing and deploying the target geo-spatial physical model.

Abstract: A process for converting light paraffins and/or light hydrocarbons to a high octane gasoline composition is disclosed. The process involves: (1) oxidation of iso-paraffins to alkyl hydroperoxides and alcohol; (2) conversion of the alkyl hydroperoxides and alcohol to dialkyl peroxides; and (3) radical coupling of one or more iso-paraffins and/or iso-hydrocarbons using the dialkyl peroxides as radical initiators, thereby forming a gasoline composition comprising gasoline-range molecules including a C7 enriched gasoline composition having a road octane number (RON) greater than 100.

Abstract: A downhole tool, such as a logging-while-drilling tool, includes hydraulics that can provide real-time, automated control of the position of the downhole tool relative to a formation face. The positioning of the downhole tool is accomplished using processor-control of the hydraulics and using fluid present within the downhole tool, for example, mud from the downhole tool's mud bore. During operation the processor receives a signal that is indicative of the distance between the tool and a formation wall in the wellbore. The processor uses this information to position the downhole tool relative to the formation face by controlled injection of fluid into the annulus around the downhole tool. The reaction force from the pressure acts against the tool and pushes the downhole tool towards the opposite side where the annular pressure is lower.

Abstract: The present disclosure relates to a method of processing content from a plurality of external content sources and a content processing device performing the method. Contents of the plurality of external content sources are analysed by an external content analyser, while one or more source modes of the content processing device are analysed by a source mode analyser. Accordingly, the contents of the plurality of external content sources are mapped by a content mapping engine to a content listing in the one or more source modes of the content processing device, based on at least one content parameter.

Abstract: A method for producing a metal nitride and/or a metal carbide, a metal nitride and/or metal carbide optionally produced according to the method, and the use of the metal nitride and/or carbide in catalysis optionally catalytic hydroprocessing. Optionally, the method comprises: i) contacting at least one metal oxide comprising at least one first metal M1 with a cyanometallate comprising at least one second metal M2 to form a reaction mixture; and, ii) subjecting the reaction mixture to a temperature of at least 300° C. for a reaction period. Optionally, the metal nitride and/or metal carbide is a metal nitride comprising tungsten nitride.

Abstract: A sliding window buffer is implemented on a local computing device that places chunks of content from a data source into a local buffer for transmission on a per-chunk basis. A portion of memory in the local buffer can be re-used for a single data transmission operation until the content is fully transmitted to a remote computing device. Logical positions on the local buffer which correlate to inner positions on the data source are utilized to enable the sliding window buffer to retrieve and retransmit chunks of data, if necessary. An inner position indicates a byte location in the data source and a logical position indicates a corresponding byte position in the local buffer. The local computing device can utilize byte positions to retrieve and re-transmit chunks of data if, for example, the device fails to receive an acknowledgement from the remote computing device for any of the data.

Abstract: A pre-processing and fulfillment system and method are described. In some implementations, the method may include receiving an order containing a retail component and a pharmacy component, processing the order for the pharmacy component and the retail component, and generating a tracking token identifying the order and authorizing a party to receive a component of the order. The method may include transmitting fulfillment instructions to a fulfillment system based on processed information for the order, and transmitting the tracking token to a computing device of the authorized party. Some implementations may also include receiving a signal indicating receipt of the tracking token and an authorized transfer of the component, and updating a status of the order based on the received signal.

Abstract: A reconfigurable free-space optical inter-rack network includes a plurality of server racks, each including at least one switch mounted on a top thereof, where each top-mounted switch includes a plurality of free-space-optic link connector, each with a free-space optical connection to a free-space-optic link connector on another top-mounted switch, a single ceiling mirror above the plurality of server racks that substantially covers the plurality of server racks, wherein the single ceiling mirror redirects optical connections between pairs of free-space-optic link connectors to provide a clear lines-of-sight between each pair of connected free-space-optic link connectors, and a controller that preconfigures a free-space optical network connecting the plurality of server racks by establishing connections between pairs of free-space-optic link connectors, and that reconfigures connections between pairs of free-space-optic link connectors in response to network traffic demands and events.

Abstract: In an approach for integrating documents a processor extracts a first set of keywords from at least one structured document. A processor generates a first batch of keywords from the first set of keywords, wherein each keyword in the first batch of keywords includes a weight. A processor extracts a second set of keywords from at least one unstructured document. A processor compares the first batch of keywords to the second set of keywords. A processor determines that the at least one unstructured document matches, based on a predetermined threshold, the at least one structured document, based on the comparison of the first batch of keywords to the second set of keywords. A processor removes the at least one unstructured document from a list of unstructured documents which are to be processed.

Abstract: Given information identifying a user who is not logged into a system, the user is provided a guest order status of one or more pharmacy orders; the guest order status masks sensitive information of the user.

Abstract: A method and system for evaluating physiological properties of a segment of blood vessel is provided. The method includes: acquiring a first measurement and a second measurement respectively at the first point and the second point; obtaining a transfer function configured to produce an output given an input, using the first measurement and the second measurement as the input and the output respectively; and determining the physiological properties of the section of the blood vessel based on the transfer function. The transfer function can be a velocity transfer function based on the blood velocity waveforms, or can be a pressure transfer function based on the blood pressure waveforms. The method and system can be used to non-invasively diagnose PH, COPD, and PA impedance in a pulmonary artery, and to detect a stenosis in a coronary artery.

Abstract: In an approach for integrating documents a processor extracts a first set of keywords from at least one structured document. A processor generates a first batch of keywords from the first set of keywords, wherein each keyword in the first batch of keywords includes a weight. A processor extracts a second set of keywords from at least one unstructured document. A processor compares the first batch of keywords to the second set of keywords. A processor determines that the at least one unstructured document matches, based on a predetermined threshold, the at least one structured document, based on the comparison of the first batch of keywords to the second set of keywords. A processor removes the at least one unstructured document from a list of unstructured documents which are to be processed.

Abstract: A pre-processing and fulfillment system and method are described. In some implementations, the method may include receiving an order containing a retail component and a pharmacy component, processing the order for the pharmacy component and the retail component, and generating a tracking token identifying the order and authorizing a party to receive a component of the order. The method may include transmitting fulfillment instructions to a fulfillment system based on processed information for the order, and transmitting the tracking token to a computing device of the authorized party. Some implementations may also include receiving a signal indicating receipt of the tracking token and an authorized transfer of the component, and updating a status of the order based on the received signal.

Abstract: A method, computer system, and a computer program product for generating deep learning model insights using provenance data is provided. Embodiments of the present invention may include collecting provenance data. Embodiments of the present invention may include generating model insights based on the collected provenance data. Embodiments of the present invention may include generating a training model based on the generated model insights. Embodiments of the present invention may include reducing the training model size. Embodiments of the present invention may include creating a final trained model.

Abstract: A method, computer system, and a computer program product for utilizing provenance data to improve machine learning is provided. Embodiments of the present invention may include collecting provenance data. Embodiments of the present invention may include identifying model quality improvements based on the collected provenance data. Embodiments of the present invention may include identifying related models based on the collected provenance data. Embodiments of the present invention may include recommending model quality improvements to a user.

Abstract: Described herein is a system and method for a user accessible log of object storage change-events system. A change is detected within a cloud storage based on an unstructured storage object stored in the cloud storage. Contextual attributes of the change are identified from an updated state of the log file that stores information about the unstructured storage object. An output is provided based, at least in part, upon the detected change and at least some of the contextual attributes, wherein the output is an immutable, read-only log of change events.