Abstract: Techniques for generating rules from documentation are described. For example, a method for generating rules may include generating one or more templates containing patterns and anti-patterns from code of one or more documents, wherein a pattern captures a good coding practice as detailed in the documents and an anti-pattern is a proper subset of a pattern that does not include a construct described in the documents as being a recommended and/or required usage; constructing one or more graphs from the one or more templates; mining the constructed one or more graphs to find target sub-graphs which do not contain bugs, wherein a bug occurs when an anti-pattern matches, but a pattern does not match; comparing the target sub-graphs to a representative dataset to remove target sub-graphs that violate good usage; and codifying the sub-graphs that represent good usage.

Abstract: Technologies are described for emergency lighting, provided is a stand-alone emergency high bay light having an array of LEDs disposed symmetrically about a central axis of the emergency high bay light. A rechargeable battery is configured to illuminate the array of LEDs. The emergency high bay light is configured to charge the rechargeable battery with a power supply between about 100V AC and 480V AC.

Abstract: Embodiments herein provide for dynamic storage system configuration. In one embodiment, a storage controller is operable to configure a storage volume from a plurality of storage devices. The storage controller includes an interface operable to receive a first write I/O request from a host system, and to extract a storage configuration attribute from the first write I/O request. The storage controller also includes a processor communicatively coupled to the interface and operable to identify a storage configuration required by the first write I/O request based on the storage configuration attribute, to determine whether the storage volume comprises the required storage configuration of the first write I/O request, and to configure a portion of the storage volume according to the storage configuration required by the first write I/O request in response to a determination that the storage volume does not comprise the required storage configuration.

Abstract: Embodiments described include systems and methods for management and pre-establishment of network application and secure communication sessions. Session logs may be analyzed to identify an application or secure communication sessions likely to be accessed, and prior to receiving a request to establish the session, an intermediary (e.g. another device such as an intermediary appliance or other device, or an intermediary agent on a client such as a client application) may pre-establish the session, performing any necessary handshaking or credential or key exchange processes. When the session is subsequently requested (e.g. in response to a user request), the system may immediately begin using the pre-established session. This pre-establishment may be coordinated within the enterprise providing load balancing and scheduling of session establishment to prevent large processing loads at any one point in time.

Abstract: A system includes a computing device programmed to generate an aggregated media item that includes individual media items from a plurality of inputs. The aggregated media item combines one or more of the individual media items for a common display. The computing device is further programmed to send the aggregated media item to a media device and receive commands from the media device. The commands identify data from the aggregated media content item to be included in a media output item. The computing device is further programmed to generate the media output item based on the aggregated media content item and the commands.

Abstract: A detergent bar comprising from 0.01 to 1 wt % polyethylene glycol having a molecular weight of at least 100,000 and at least one of: (a) from 0.01 to 5 wt % polyacrylic acid having a molecular weight from 1,000 to 20,000; (b) from 0.01 to 1 wt % hydroxypropyl methylcellulose; and (c) from 0.01 to 1 wt % hydroxyethyl cellulose.

Abstract: Systems, methods, and devices schedule network traffic for wireless communications devices. Methods include identifying a plurality of stations included in a first network, and generating, using one or more processors of a first access point, a network traffic schedule configured to assign a plurality of service periods to the plurality of stations, the network traffic schedule identifying a plurality of sleep times and wake times for the plurality of stations. Methods further include transmitting a query frame to at least one station of the plurality of stations during a designated service period, and receiving a data transmission from the at least one station, the data transmission being generated by the station based on transmission parameters included in the query frame.

Abstract: A platform provides a portal to connect an entrepreneur prospect and a business entity. A profile of the prospect, including prospect data, can be provided and received. From the profile, an entrepreneur score can be determined for the prospect. The entrepreneur score represents a likelihood of future success of the prospect. A loan can be identified for the prospect to complete a business plan provided by the prospect based on the entrepreneur score. Further, training need can be determined for the prospect based on the profile and business plan, and a loan can be established for the prospect based on the training need of the prospect and the entrepreneur score.

Abstract: Disclosed are systems, apparatuses and techniques for replicating data between different cloud computing platforms. Examples include storage replicator components operable in different cloud computing platforms. The first storage replicator component may identify the second cloud computing platform as a location to copy a data file in response to an event related to the data file stored in a first cloud computing platform. The first storage replicator component may request a copy of the data file via an application programming interface of the first cloud computing platform. The attributes of the copy of the data file which involve modification to conform to data management conventions of the second cloud computing platform may be determined and modified to comply with conventions of the second cloud computing platform. The modified copy of the data file may be forwarded to the second cloud computing platform for storage.

Abstract: Disclosed are devices and methods for periodically powering up a storage device(s) (SSDs) associated with a vehicle to avoid and prevent data loss. The disclosed embodiments provide mechanisms for preserving stored data collected during the running of a vehicle without requiring the main power supply to be routed through the CPU. Through the improved configuration and application of the disclosed power management integrated circuitry (PMIC), storage devices of a vehicle are enabled to be provided direct power and refreshed without powering on the vehicle (e.g., starting the car). The PMIC also ensures that the necessary power can be provided to and maintained to the storage device(s) in the event of an unexpected power loss.

Abstract: An application and network analytics platform can capture comprehensive telemetry from servers and network devices operating within a network. The platform can discover flows running through the network, applications generating the flows, servers hosting the applications, computing resources provisioned and consumed by the applications, and network topology, among other insights. The platform can generate various models relating one set of application and network performance metrics to another. For example, the platform can model application latency as a function of computing resources provisioned to and/or actually used by the application, its host's total resources, and/or the distance of its host relative to other elements of the network. The platform can change the model by moving, removing, or adding elements to predict how the change affects application and network performance. In some situations, the platform can automatically act on predictions to improve application and network performance.

Abstract: Techniques are disclosed relating to determining a predicted time interval for querying a database beginning at a starting point in time to retrieve a specified number of records. A computer system receives a request for records from a database that stores timestamped records, where the request is for a specified number of records beginning at a starting point in time. The computer system then determines a predicted time interval for querying the database beginning at the starting point in time to retrieve the specified number of records, where the predicted time interval may be determined by a machine learning module that is trained using historical database transaction data. Such techniques may advantageously improve the efficiency of individual queries in fetching a desired amount of data from a database for applications.

Abstract: A mechanism is provided to implement suggestion of new entity types with discriminative importance analysis. The mechanism obtains a list of predefined intents from a chatbot designer. The mechanism receives an input sentence having a target intent within the list of predefined intents. The mechanism performs intent-specific importance analysis on the input sentence to generate an importance score for each token in the input sentence. The mechanism ranks the tokens in the input sentence by importance score and outputs a token with a highest importance score as a candidate entity type.

Abstract: The present invention relates to a process for the preparation of Pasireotide of formula (I) and its acid addition salts. More particularly the present invention is directed to a process for the synthesis of Pasireotide of formula (I) having purity greater than 99.0% by HPLC using fragment coupling.

Abstract: A system and method in accordance with example embodiments may include systems and methods for a cloud-based analytics platform. The cloud-based analytics platform may allow the manual and automatic uploading to and/or downloading from a cloud server. The platform may include single sign-on (SSO) capabilities such that a user may have one set of credentials to access data from the cloud-based analytics and/or data stored locally. The platform may include data validation and processing in order to provide real-time feedback on uploads based on file type, file size, access rights, extracted data, and transformed data.

Abstract: The present invention provides a novel 1:1 co-crystal of (rac)-tramadol hydrobromide-celecoxib and processes for the preparation of the same by reacting (rac)-tramadol with hydrobromic acid and celecoxib. It also provides crystalline form of (rac)-tramadol hydrobromide.

Abstract: This disclosure relates to improved techniques for performing computer vision functions, including common object detection and instance segmentation. The techniques described herein utilize neural network architectures to perform these functions in various types of images, such as natural images, UAV images, satellite images, and other images. The neural network architecture can include a dense location regression network that performs object localization and segmentation functions, at least in part, by generating offset information for multiple sub-regions of candidate object proposals, and utilizing this dense offset information to derive final predictions for locations of target objects. The neural network architecture also can include a discriminative region-of-interest (Rol) pooling network that performs classification of the localized objects, at least in part, by sampling various sub-regions of candidate proposals and performing adaptive weighting to obtain discriminative features.

Abstract: A host device comprises a processor coupled to a memory. The host device is configured to obtain from a storage system connectivity information characterizing one or more ports of the storage system, and to automatically establish connectivity of a particular type between the host device and one or more logical storage devices of the storage system based at least in part on the obtained connectivity information. For example, the host device can obtain the connectivity information directly from the storage system or via at least one intermediary device such as a management station. In some embodiments, the obtaining and automatically establishing are performed by at least one multi-path input-output driver of a multi-path layer of the host device. The connectivity of a particular type illustratively comprises Internet Small Computer System Interface (iSCSI) connectivity between the host device and the storage system, although other connectivity types can be supported.

Abstract: The present disclosure pertains to a battery and a method of making the same. The battery includes first and second metal substrates, a first solid-state and/or thin-film battery cell on the first metal substrate, a second solid-state and/or thin-film battery cell on the second metal substrate, and a hermetic seal in a peripheral region of the first and second metal substrates. The first and second battery cells are between the first and second metal substrates, and face each other. The method includes respectively forming first and second solid-state and/or thin-film battery cells on first and second metal substrates, placing the second battery cell on the first battery cell so that the first and second battery cells are between the first and second metal substrates, and hermetically sealing the first and second battery cells in a peripheral region of the first and second metal substrates.

Abstract: The disclosed may include various systems and methods for improving the efficiency and scalability of large-scale systems. For example, the disclosed may include systems and methods for automatic privacy enforcement using privacy-aware infrastructure, scalable general-purpose low cost integer motion search, efficient scaler filter coefficients layout for flexible scaling quality control with limited hardware resources, hardware optimization for power saving with both different codecs enabled, optimizing storage overhead and performance for large distributed data warehouse, mass and volume efficient integration of intersatellite link terminals to a satellite bus, and overcoming retention limit for memory-based distributed database systems.