Abstract: A method for generating a synthetic dataset involves generating discretized synthetic data based on driving a model of a cumulative distribution function (CDF) with random numbers. The CDF is based on a source dataset. The method further includes generating the synthetic dataset from the discretized synthetic data by selecting, for inclusion into the synthetic dataset, values from a multitude of entries of the source dataset, based on the discretized synthetic data, and providing the synthetic dataset to a downstream application that is configured to operate on the source dataset.

Abstract: A device receives a request for a flight path of UAV from a first location to a second location in a region, and determines, based on credentials associated with the UAV, whether the UAV is authenticated for utilizing the device and a network. The device determines, when the UAV is authenticated, capability information for the UAV based on the request and component information associated with the UAV. The device calculates the flight path from the first location to the second location based on the capability information and one or more of weather information, air traffic information, obstacle information, or regulatory information associated with the region. The device generates flight path instructions for the flight path based on one or more of the weather information, the air traffic information, the obstacle information, or the regulatory information associated with the region, and provides the flight path instructions to the UAV.

Abstract: A device receives a request for a flight path, for a UAV, from a first location to a second location, and calculates the flight path based on the request for the flight path. The device determines network requirements for the flight path based on the request, and determines scores for multiple networks with coverage areas covering a portion of the flight path. The device selects a particular network, from the multiple networks, based on the network requirements for the flight path and based on the scores for the multiple networks. The device causes a connection with the UAV and the particular network to be established, and generates flight path instructions for the flight path. The device provides, via the connection with the particular network, the flight path instructions to the UAV to permit the UAV to travel from the first location to the second location via the flight path.

Abstract: A method for generating a synthetic dataset involves generating discretized synthetic data based on driving a model of a cumulative distribution function (CDF) with random numbers. The CDF is based on a source dataset. The method further includes generating the synthetic dataset from the discretized synthetic data by selecting, for inclusion into the synthetic dataset, values from a multitude of entries of the source dataset, based on the discretized synthetic data, and providing the synthetic dataset to a downstream application that is configured to operate on the source dataset.

Abstract: A device receives a request for a flight path, for a UAV, from a first location to a second location, and calculates the flight path based on the request for the flight path. The device determines network requirements for the flight path based on the request, and determines scores for multiple networks with coverage areas covering a portion of the flight path. The device selects a particular network, from the multiple networks, based on the network requirements for the flight path and based on the scores for the multiple networks. The device causes a connection with the UAV and the particular network to be established, and generates flight path instructions for the flight path. The device provides, via the connection with the particular network, the flight path instructions to the UAV to permit the UAV to travel from the first location to the second location via the flight path.

Abstract: A device may receive behavior information that identifies a first user, of a first set of users, in association with a behavior. The behavior may relate to one or more requests, from a client device being used by the first user, to access a network resource. The device may determine, based on a model, whether the behavior is normal. The model may include a normal behavior pattern based on behavior information associated with the first set of users. The device may provide an instruction to allow the client device to proceed with the behavior or provide an instruction to disallow the client device from proceeding with the behavior based on determining whether the behavior is normal. The device may update the model based on the behavior information that identifies the first user and that identifies the behavior.

Abstract: A device receives a request for a flight path of UAV from a first location to a second location in a region, and determines, based on credentials associated with the UAV, whether the UAV is authenticated for utilizing the device and a network. The device determines, when the UAV is authenticated, capability information for the UAV based on the request and component information associated with the UAV. The device calculates the flight path from the first location to the second location based on the capability information and one or more of weather information, air traffic information, obstacle information, or regulatory information associated with the region. The device generates flight path instructions for the flight path based on one or more of the weather information, the air traffic information, the obstacle information, or the regulatory information associated with the region, and provides the flight path instructions to the UAV.

Abstract: A device receives a request for a flight path of UAV from a first location to a second location in a region, and determines, based on credentials associated with the UAV, whether the UAV is authenticated for utilizing the device and a network. The device determines, when the UAV is authenticated, capability information for the UAV based on the request and component information associated with the UAV. The device calculates the flight path from the first location to the second location based on the capability information and one or more of weather information, air traffic information, obstacle information, or regulatory information associated with the region. The device generates flight path instructions for the flight path based on one or more of the weather information, the air traffic information, the obstacle information, or the regulatory information associated with the region, and provides the flight path instructions to the UAV.

Abstract: A device may receive behavior information that identifies a first user, of a first set of users, in association with a behavior. The behavior may relate to one or more requests, from a client device being used by the first user, to access a network resource. The device may determine, based on a model, whether the behavior is normal. The model may include a normal behavior pattern based on behavior information associated with the first set of users. The device may provide an instruction to allow the client device to proceed with the behavior or provide an instruction to disallow the client device from proceeding with the behavior based on determining whether the behavior is normal. The device may update the model based on the behavior information that identifies the first user and that identifies the behavior.

Abstract: A device may receive behavior information that identifies a first user, of a first set of users, in association with a behavior. The behavior may relate to one or more requests, from a client device being used by the first user, to access a network resource. The device may determine, based on a model, whether the behavior is normal. The model may include a normal behavior pattern based on behavior information associated with the first set of users. The device may provide an instruction to allow the client device to proceed with the behavior or provide an instruction to disallow the client device from proceeding with the behavior based on determining whether the behavior is normal. The device may update the model based on the behavior information that identifies the first user and that identifies the behavior.

Abstract: A device receives a request for a flight path, for a UAV, from a first location to a second location, and calculates the flight path based on the request. The device determines network requirements for the flight path based on the request, and selects a network based on the network requirements. The device generates flight path instructions, and device provides the flight path instructions to the UAV to permit the UAV to travel from the first location to the second location via the flight path. The device receives, at a particular point of the flight path, an indication that the UAV is leaving a coverage area of the network and entering a coverage area of a third party network, and hands off the UAV to a third party device to permit the third party device to monitor traversal of the flight path by the UAV, via the third party network.

Abstract: A device receives, from a user device, a request for a flight path for a UAV to travel in a geographical region, and determines a suggested component/software for the UAV based on capability information associated with the UAV. The device provides, to the user device, information associated with the suggested component/software, and calculates the flight path based on the capability information, real time information, and non-real time information associated with the geographical region. The device generates flight path instructions for the flight path, and provides the flight path instructions to the UAV to permit the UAV to travel in the geographical region via the flight path.

Abstract: A device receives a request for a flight path from a first location to a second location in a region, and calculates the flight path based on the request and based on one or more of weather information, air traffic information, obstacle information, regulatory information, or historical information associated with the region. The device determines required capabilities for the flight path based on the request, and selects, from multiple UAVs, a particular UAV based on the required capabilities for the flight path and based on a ranking of the multiple UAVs. The device generates flight path instructions for the flight path, and provides the flight path instructions to the particular UAV to permit the particular UAV to travel from the first location to the second location via the flight path.

Abstract: State information relating to the operation of network devices is used to identify network issues and/or anomalies relating to the operation of the network. The state information from the network devices may include time-series signals from a number of the network devices. Correlation values may be obtained between pairs of time-series signals. Pairs of time-series signals that have a relatively high correlation value may be determined to be related to one another. In one implementation, mitigation of the network issues/anomalies may be automatically performed based on calculated correlation values.

Abstract: A device receives a request for a flight path, for a UAV, from a first location to a second location, and calculates the flight path based on the request. The device determines network requirements for the flight path based on the request, and selects a network based on the network requirements. The device generates flight path instructions, and device provides the flight path instructions to the UAV to permit the UAV to travel from the first location to the second location via the flight path. The device receives, at a particular point of the flight path, an indication that the UAV is leaving a coverage area of the network and entering a coverage area of a third party network, and hands off the UAV to a third party device to permit the third party device to monitor traversal of the flight path by the UAV, via the third party network.

Abstract: A device receives a request for a flight path, for a UAV, from a first location to a second location, and calculates the flight path based on the request for the flight path. The device determines network requirements for the flight path based on the request, and determines scores for multiple networks with coverage areas covering a portion of the flight path. The device selects a particular network, from the multiple networks, based on the network requirements for the flight path and based on the scores for the multiple networks. The device causes a connection with the UAV and the particular network to be established, and generates flight path instructions for the flight path. The device provides, via the connection with the particular network, the flight path instructions to the UAV to permit the UAV to travel from the first location to the second location via the flight path.

Abstract: A device receives a request for a flight path for a UAV to travel from a location to an anticipated location associated with a mobile device, and determines capability information for the UAV based on component information associated with the UAV. The device receives information associated with a current location, a direction of travel, and a speed of the mobile device, and calculates the flight path from the location to the anticipated location associated with the mobile device based on the capability information and based on the information associated with the current location, the direction of travel, and the speed of the mobile device. The device generates flight path instructions for the flight path, and provides the flight path instructions to the UAV to permit the UAV to travel from the location to the anticipated location associated with the mobile device, based on the flight path instructions.

Abstract: A device receives a request for a flight path of UAV from a first location to a second location in a region, and determines, based on credentials associated with the UAV, whether the UAV is authenticated for utilizing the device and a network. The device determines, when the UAV is authenticated, capability information for the UAV based on the request and component information associated with the UAV. The device calculates the flight path from the first location to the second location based on the capability information and one or more of weather information, air traffic information, obstacle information, or regulatory information associated with the region. The device generates flight path instructions for the flight path based on one or more of the weather information, the air traffic information, the obstacle information, or the regulatory information associated with the region, and provides the flight path instructions to the UAV.

Abstract: A device receives web data, associated with user devices, that is generated based on interactions of the user devices with a network and one or more content provider devices. The device removes erroneous or objectionable web data from the web data to generate a subset of the web data, and categorizes the subset of the web data by assigning categories to the subset of the web data. The device performs an empirical estimation of the categorized subset of the web data to generate empirical estimations. The device performs a simulation of the empirical estimations to generate synthetic data that corresponds to the web data and removes private information relating to the user devices and users of the user devices, and stores the synthetic data in a storage device.

Abstract: A device receives a request for a flight path for a UAV to travel from a location to an anticipated location associated with a mobile device, and determines capability information for the UAV based on component information associated with the UAV. The device receives information associated with a current location, a direction of travel, and a speed of the mobile device, and calculates the flight path from the location to the anticipated location associated with the mobile device based on the capability information and based on the information associated with the current location, the direction of travel, and the speed of the mobile device. The device generates flight path instructions for the flight path, and provides the flight path instructions to the UAV to permit the UAV to travel from the location to the anticipated location associated with the mobile device, based on the flight path instructions.