Abstract: A classifier detects anomalous activity and models a pattern of life of network entities through a series of machine learning models cooperating with multiple response and training instances, which are served by a scalable cloud platform that receives data associated with processes from multiple endpoint agents. The classifier spins up the multiple response instances to support the detection of anomalous activity through the series of machine learning models and the multiple training instances to support the creation and training of the series of machine learning models modeling of the pattern of life of network entities. The classifier spin ups the multiple response instances and the multiple training instances to automatically scale an amount of response instances and training instances needed to respond to a current data load of the data associated with the processes coming from the endpoint agents connected to the network.

Abstract: The network reachability module maps and dynamically tracks network reachability of network addresses and/or devices. The network reachability module can map and dynamically track network reachability of a response-orchestrator engine, via communicating and cooperating with the response-orchestrator engine. The network reachability module has a tracking module to 1) monitor network traffic and 2) keep a list of known devices and/or known subnets on the network, which is dynamically tracked and updated as previously unknown devices and subnets on the network are detected. A trigger module generates a spoofed transmission and/or response communication, supported by a network protocol used by the network. The spoofed transmission and/or response communication can be used to map network reachability of i) network devices, ii) network addresses, and iii) any combination of both, which either 1) can receive or 2) cannot receive protocol communications from a host for the network reachability module in the network.

Abstract: The network reachability module maps and dynamically tracks network reachability of network addresses and/or devices. The network reachability module can map and dynamically track network reachability of a response-orchestrator engine, via communicating and cooperating with the response-orchestrator engine. The network reachability module has a tracking module to 1) monitor network traffic and 2) keep a list of known devices and/or known subnets on the network, which is dynamically tracked and updated as previously unknown devices and subnets on the network are detected. A trigger module generates a spoofed transmission and/or response communication, supported by a network protocol used by the network. The spoofed transmission and/or response communication can be used to map network reachability of i) network devices, ii) network addresses, and iii) any combination of both, which either 1) can receive or 2) cannot receive protocol communications from a host for the network reachability module in the network.

Abstract: A heat exchanger that is fabricated with high nickel metal alloys provides enhanced corrosion resistance when in contact with fluids that are reducing and contain metal chlorides. In an embodiment, this type of heat exchanger is used in the recovery section of a solution polymerization process.

Abstract: The network reachability module maps and dynamically tracks network reachability of network addresses and/or devices. The network reachability module can map and dynamically track network reachability of a response-orchestrator engine, via communicating and cooperating with the response-orchestrator engine. The network reachability module has a tracking module to 1) monitor network traffic and 2) keep a list of known devices and/or known subnets on the network, which is dynamically tracked and updated as previously unknown devices and subnets on the network are detected. A trigger module generates a spoofed transmission and/or response communication, supported by a network protocol used by the network. The spoofed transmission and/or response communication can be used to map network reachability of i) network devices, ii) network addresses, and iii) any combination of both, which either 1) can receive or 2) cannot receive protocol communications from a host for the network reachability module in the network.

Abstract: A system and method of calculating the pricing of credit based on engagement with a driver programme includes receiving data including information relating to the compliance of a driver in a plurality of programme areas related to motor vehicle driver behaviours and storing the data in a database. Points are awarded to the driver wherein the points allocated are related to the compliance of the driver in the programme areas and the points allocated are used as one factor to calculate the pricing of credit for the driver wherein the higher the degree of compliance with the programme the cheaper the pricing of the credit.

Abstract: A system and method of implementing a financial management programme includes defining a plurality of financial management programme areas and receiving data relating to the financial compliance of an individual or organisation in each of the financial management programme areas. The data is stored in a database and then processing the data to determine an award for the individual or organisation based on their financial compliance.

Abstract: A system and method of calculating the pricing of credit based on engagement with a wellness programme includes monitoring the compliance of a person with a wellness programme and storing data relating to the compliance of the person with a wellness programme. The stored wellness data is used as one factor to calculate the pricing of credit wherein the higher the degree of compliance with the wellness programme the cheaper the pricing of the credit.

Abstract: An improved sample chamber for laser assisted spectroscopy integrates valve mechanisms into the sample drawer, permitting the sample chamber to automatically bypass, purge and resume flow as the sample drawer is opened and closed to insert samples for processing. Integrating valve mechanisms into the sample drawer in this manner eliminates the need for external valves to be operated to bypass, purge and resume flow, thereby increasing system throughput and reducing system complexity.

Abstract: Data-tier application components (DACs) and methods for managing database applications are disclosed. According to one particular embodiment, a DAC includes a single unit of management that packages metadata related to a database object. The metadata related to the database object includes an identifier of the database object, a database runtime resource identifier of a database runtime resource operable to manipulate the database object, and a policy related to execution of the database runtime resource.

Abstract: An improved sample chamber for laser assisted spectroscopy integrates valve mechanisms into the sample drawer, permitting the sample chamber to automatically bypass, purge and resume flow as the sample drawer is opened and closed to insert samples for processing. Integrating valve mechanisms into the sample drawer in this manner eliminates the need for external valves to be operated to bypass, purge and resume flow, thereby increasing system throughput and reducing system complexity.

Abstract: An improved sample chamber for laser assisted spectroscopy integrates valve mechanisms into the sample drawer, permitting the sample chamber to automatically bypass, purge and resume flow as the sample drawer is opened and closed to insert samples for processing. Integrating valve mechanisms into the sample drawer in this manner eliminates the need for external valves to be operated to bypass, purge and resume flow, thereby increasing system throughput and reducing system complexity.

Abstract: An improved sample chamber for laser assisted spectroscopy integrates valve mechanisms into the sample drawer, permitting the sample chamber to automatically bypass, purge and resume flow as the sample drawer is opened and closed to insert samples for processing. Integrating valve mechanisms into the sample drawer in this manner eliminates the need for external valves to be operated to bypass, purge and resume flow, thereby increasing system throughput and reducing system complexity.

Abstract: Data-tier application components (DACs) and methods for managing database applications are disclosed. According to one particular embodiment, a DAC includes a single unit of management that packages metadata related to a database object. The metadata related to the database object includes an identifier of the database object, a database runtime resource identifier of a database runtime resource operable to manipulate the database object, and a policy related to execution of the database runtime resource.

Abstract: This invention relates to composites and exercise mats, specifically to such mats that provide surface traction on top and bottom surfaces using a single layer material.

Abstract: A flapper valve and a method of making the same that does not require bearing assembly. More particularly, the flapper valve includes a shaft having one or more flap portions and one or more bearing portions molded in place on the shaft as a unitary structure. The bearing portions are separated from adjacent flap portions and/or the shaft thereby forming a bearing that rotates independently of flap portions on the shaft. Accordingly, the flapper valve with mold-in-place bearings does not require bearings to be separately assembled or installed prior to installation of the valve.

Abstract: An apparatus for separating liquid from a slurry comprised of a solid and a liquid is described. The apparatus comprises a container sized and configured to receive the slurry which container comprises a removable cover sized and configured to enclose an atmosphere within the container when the cover is attached to the container, a filter disposed within the container for separating the liquid from the slurry, and a vacuum pump in fluid communication with the enclosed atmosphere of the container which pump is configured to create a vacuum within the container that causes the liquid to move through the filter, which pump is configured to vacuum material comprised of solid material, liquid material, gas or a combination of two or more of the foregoing. Related methods of separating liquid from the slurry using the apparatus of the invention are also described.

Abstract: A capacitor having an-electrochemical cathode electrode, an electrolytic anode electrode, and a substantially non-aqueous electrolyte disposed between the cathode and anode electrodes. The cathode includes a metal and a finely divided material, i.e. a conducting material with a very high ratio of surface area to volume. The anode includes an oxide forming metal and a corresponding metal oxide. The substantially non-aqueous electrolyte is in contact with the finely divided material forming a double layer electrochemical cathode capacitor. The cathode provides the foundation for interleaving a plurality of anodes with a plurality of cathodes. Insulating layers separate the interleaved anodes from the cathodes.

Abstract: A capacitor having an electrochemical cathode electrode, an electrolytic anode electrode, and a substantially non-aqueous electrolyte disposed between the cathode and anode electrodes. The cathode includes a metal and a finely divided material, i.e. a conducting material with a very high ratio of surface area to volume. The anode includes an oxide forming metal and a corresponding metal oxide. The substantially non-aqueous electrolyte is in contact with the finely divided material forming a double layer electrochemical cathode capacitor. The cathode provides the foundation for interleaving a plurality of anodes with a plurality of cathodes. Insulating layers separate the interleaved anodes from the cathodes.

Abstract: A capacitor having an electrochemical cathode electrode, an electrolytic anode electrode, and a substantially non-aqueous electrolyte disposed between the cathode and anode electrodes. The cathode includes a metal and a finely divided material, i.e. a conducting material with a very high ratio of surface area to volume. The anode includes an oxide forming metal and a corresponding metal oxide. The substantially non-aqueous electrolyte is in contact with the finely divided material forming a double layer electrochemical cathode capacitor. The cathode provides the foundation for interleaving a plurality of anodes with a plurality of cathodes. Insulating layers separate the interleaved anodes from the cathodes.