Abstract: In one example of the present disclosure, a method for determining false positive and active indications is disclosed. The method may apply anomaly network event data to a machine learning model. The machine learning model is trained with historic and correlated anomaly network event data. The method then determines which one of the anomaly network event data is a false positive indication and which one is an active indication.

Abstract: A radio frequency identification (RFID) automatic vehicle identification (AVI) system configured to mitigate signal interference, the system comprising a plurality of RFID readers, comprising a first RFID reader and a second RFID reader; and a plurality of antennas, wherein a first antenna is connected to the first RFID reader and a second antenna is connected to the second RFID reader. Prior to the first RFID reader transmitting a signal through the first antenna, the first RFID reader samples a received radio frequency (RF) signal from the first antenna, and if the received RF signal meets predetermined strength and frequency criteria, the first RFID reader inhibits transmission of the signal through the first antenna.

Abstract: A novel weatherproof electrical component enclosure incorporates swappable internal module configurations for several types of network devices, wherein each internal module embodies standardized dimensions and standardized attachment elements for seamless internal device swap in-and-out compatibilities within the same weatherproof enclosure. Examples of novel swappable internal modules for the novel weatherproof electrical component enclosure include a fanned Power-over-Ethernet (PoE) switch, a fan-less PoE switch, a network router, and a wireless base station, all of which are simply swappable in and out of the weatherproof enclosure. The novel weatherproof electrical component enclosure also uniquely incorporates a customer's component hotel space as a weatherproof storage of customer-specific private accessory devices, in addition to housing factory-packaged original equipment which the weatherproof electrical component enclosure is originally designed to encase.

Abstract: A novel weatherproof electrical component enclosure incorporates swappable internal module configurations for several types of network devices, wherein each internal module embodies standardized dimensions and standardized attachment elements for seamless internal device swap in-and-out compatibilities within the same weatherproof enclosure. Examples of novel swappable internal modules for the novel weatherproof electrical component enclosure include a fanned Power-over-Ethernet (PoE) switch, a fan-less PoE switch, a network router, and a wireless base station, all of which are simply swappable in and out of the weatherproof enclosure. The novel weatherproof electrical component enclosure also uniquely incorporates a customer's component hotel space as a weatherproof storage of customer-specific private accessory devices, in addition to housing factory-packaged original equipment which the weatherproof electrical component enclosure is originally designed to encase.

Abstract: Systems and methods for managing fixed income assets are provided. Exemplary systems and methods may utilize an optimization client configured to accept selection of one or more constraints associated with fixed income assets, a knowledge engine configured to retrieve data related to available fixed income assets from a fixed income index feed, and an optimization engine configured to generate an optimized fixed income trade list.

Abstract: Systems and methods for content filtering based on relevance of publications are disclosed. In one embodiment, in an information processing apparatus comprising at least one computer processor, a method for content filtering of publications may include: (1) receiving a trained neural network, the trained neural network being trained to predict a relevance probability of a publication and comprising a plurality of word vectors, each word vector having a set of trained weights; (2) receiving a publication for evaluation; (3) identifying textual data in the publication; (4) identifying a plurality of sentences in the textual data; (5) identifying a plurality of words in the plurality of sentences; (6) transforming each of the words into word vectors; (7) applying the trained neural network to predict the relevance probability for the publication using the word vectors; and (8) outputting the relevance probability for the publication.

Abstract: A method and corresponding apparatus for aligning a data signal with a corresponding clock signal include oversampling the data signal based on the corresponding clock signal and generating corresponding data samples. An indication of skew between the data signal and the corresponding clock signal is detected based on data samples. A variable delay line coupled to the data signal is then adjusted based on the indication of skew detected. According to at least one example implementation, the data signal is oversampled based on the corresponding clock signal and multiple time-shifted versions of the corresponding clock signal. At least one signal of the corresponding clock signal and the multiple time-shifted versions of the corresponding clock signal is employed in sampling the data signal at a potential transition edge of the data signal.

Abstract: A method and corresponding apparatus for aligning a data signal with a corresponding clock signal include oversampling the data signal based on the corresponding clock signal and generating corresponding data samples. An indication of skew between the data signal and the corresponding clock signal is detected based on data samples. A variable delay line coupled to the data signal is then adjusted based on the indication of skew detected. According to at least one example implementation, the data signal is oversampled based on the corresponding clock signal and multiple time-shifted versions of the corresponding clock signal. At least one signal of the corresponding clock signal and the multiple time-shifted versions of the corresponding clock signal is employed in sampling the data signal at a potential transition edge of the data signal.

Abstract: An apparatus for an electrical equipment enclosure with tubular and/or multi-hole gland weatherproofing of electrical connections is disclosed. In one embodiment of the invention, one or more weatherproofing tubes and/or one or more multi-hole glands attached to the lid incorporating one or more openings are configured to serve as passageways for one or more electrical lines which need to stay weatherproof, watertight, and/or splash-proof from external elements. Furthermore, in one embodiment of the invention, one or more clusters of electrical connectors inside the electrical equipment enclosure receive a portion of the one or more electrical lines passing through one or more openings and one or more weatherproofing tubes and/or multi-hole glands. The apparatus as embodied by the present invention provides a reliable, durable and cost-effective weatherproof electrical equipment enclosure design.

Abstract: An apparatus for an electrical equipment enclosure with tubular weatherproofing of electrical connections is disclosed. In one embodiment of the invention, one or more weatherproofing tubes attached to the lid incorporating one or more conduits are configured to serve as passageways for one or more electrical lines which need to stay weatherproof, watertight, and/or splash-proof from external elements. Furthermore, in one embodiment of the invention, one or more clusters of electrical connectors inside the electrical equipment enclosure receive a portion of the one or more electrical lines passing through the one or more conduits and the one or more weatherproofing tubes. The apparatus as embodied by the present invention provides a reliable, durable and cost-effective weatherproof electrical equipment enclosure design.

Abstract: An apparatus for an electrical equipment enclosure with tubular and/or multi-hole gland weatherproofing of electrical connections is disclosed. In one embodiment of the invention, one or more weatherproofing tubes and/or one or more multi-hole glands attached to the lid incorporating one or more openings are configured to serve as passageways for one or more electrical lines which need to stay weatherproof, watertight, and/or splash-proof from external elements. Furthermore, in one embodiment of the invention, one or more clusters of electrical connecters inside the electrical equipment enclosure receive a portion of the one or more electrical lines passing through one or more openings and one or more weatherproofing tubes and/or multi-hole glands. The apparatus as embodied by the present invention provides a reliable, durable and cost-effective weatherproof electrical equipment enclosure design.

Abstract: An adjustable-voltage Power-over-Ethernet (PoE) switch provides data signals and output electrical powers to a multiple number of output PoE ports. The adjustable-voltage PoE switch has an output voltage-adjusting interface, allowing a user to select a specific power level or a specific output voltage for the particular output PoE port. The adjustable-voltage PoE can also include a conventional IEEE 802.3af-compliant power mode for further utilizing PoE in communicating and powering up external devices. A plurality of light indicators corresponding to the multiple number of output PoE ports provides further convenience by indicating a specific power level or a specific output voltage for a particular output PoE port using a particular color in each color-changing light indicator.

Abstract: A modular router forms the base for one or more stackable modules. The modules may take on various communication and data transfer forms such as modems, additional routers, VoIP module, etc. Each module has at least two legs, which hold the module up from the top surface of the router. The modules are connected to the router by a connector having a first portion located on a top surface of the router and a mating second portion located on a bottom surface of the module. One or both of the connector portions extend outward such that the connector will properly mate when the legs of the module are resting in depressions in the top surface of the router. Either of two interchangeable lids may be used with the router. The first lid is shallow and is used when the router is used without any modules. The second lid is much deeper and may be used to cover the unit with two modules. The back wall of the second lid has one or more access openings to allow users easy access to ports in frequent use.

Abstract: The invention simplifies the wiring changes needed in a modular communications device as new modules are added to a system and it reduces the initial cost of the base unit. When a module, which contains an additional communications function is added to an existing system, it often becomes necessary to move a communications cable from the existing unit to the new module that has been added. This invention avoids the need of such a cable change, and reduces the costs of having connectors on the new module, and provides scaleable costs that are incurred only as modules are required.

Abstract: A communication system has a plurality of stations which communicate data in a data frame having a plurality of slots, wherein the plurality of slots are data slots DS and/or minislots MS. A master station determines a range parameter R which is based upon a number of slave stations transmitting reservation requests in a data frame, the master station determines a minislot parameter MP according to a number of reservation requests in a queue waiting to be processed by the master station, and the master station transmits the range parameter R and the minislot parameter MP to a plurality of slave stations. Each slave station independently determines a random transmission parameter N. Each slave station transmits a reservation request to the master station if its random transmission parameter N corresponds to the minislot parameter MP and abstains from transmitting a reservation request to the master station if its random transmission parameter N does not correspond to the minislot parameter MP.