Abstract: A computer-implemented method includes processing input packets; generating indexed logs, packets of network traffic, and system monitoring information; generating analytics or visualizations; and transmitting the analytics or the visualizations. A computing system includes a processor, a network interface controller; and a memory including instructions that, when executed cause the system to: process input packets; ingest system monitoring information; generate indexed logs, packets of the network traffic, and system monitoring information; generate analytics or visualizations; and transmit the analytics or the visualizations. A non-transitory computer readable medium includes computer-executable instructions that when executed, cause a computer to: process input packets; ingest system monitoring information; generate indexed logs, packets of the network traffic, and system monitoring information; generate analytics or visualizations; and transmit the analytics or the visualizations.

Abstract: A method includes receiving historical Internet Protocol packet data; processing the historical Internet Protocol Packet data using a trained machine learning model to generate a plurality of virtual machines; and instantiating the plurality of virtual machines. A computing system includes a processor; a memory having stored thereon computer-executable instructions that, when executed by the processor, cause the computing system to: receive historical Internet Protocol packet data; process the historical Internet Protocol Packet data using a trained machine learning model to generate a plurality of virtual machines; and instantiate the plurality of virtual machines.

Abstract: A method includes receiving historical Internet Protocol data packets; storing the packets; training a machine learning model to generate realistic data packets; and providing the generated realistic data packets to an emulated networking environment. A computing system includes: a processor; a network interface controller; and a memory having stored thereon computer-executable instructions that, when executed by the one or more processors, cause the computing system to: receive historical Internet Protocol data packets; store the packets; train a machine learning model to generate realistic data packets; and provide the generated realistic data packets to an emulated networking environment.

Abstract: A computing system includes a processor, a network interface controller configured to communicate via a black network, a gray network and a red network; a virtual desktop infrastructure application including computer-executable instructions configured to: perform systematic monitoring; remediate a network vulnerability finding; and notify a user; and a service management application. A computer-implemented method includes configuring a network interface controller to communicate via a black network, a gray network and a red network; accessing a service management application; performing systematic monitoring; remediating a network vulnerability finding; and notifying a user.

Abstract: The invention provides antibodies, and antigen-binding fragments thereof, that specifically bind to CXCR5. The antibodies can be afucosylated and exhibit increased ADCC compared with the otherwise identical fucosylated antibodies. The invention includes uses, and associated methods of using the antibodies.

Abstract: A vehicle includes wheels, brakes to control speeds of the wheels, and a hydraulic fluid source in fluid communication with the brakes. The vehicle includes a computer storing instructions to determine that speeds of the wheels are zero and actuate the hydraulic fluid source to provide hydraulic fluid to a first set of one or more of the brakes at a first pressure sufficient to maintain the vehicle body at a present position and to provide hydraulic fluid at a volumetric rate to one or more of the brakes not in the first set, and, while providing hydraulic fluid at the volumetric rate to a brake not in the first set, detect second pressures of the brake not in the first set. The instructions include instructions to determine a volume-pressure curve for the brake not in the first set based on the volumetric rate and the second pressures.

Abstract: A computing system includes a processor, a network interface controller; a a secure classified remote access as a service application including instructions; and an information technology service management application including instructions wherein the information technology service management application is accessible to the secure classified remote access as a service application via the network interface controller; and wherein the instructions of the secure classified remote access application cause the system to: perform systematic monitoring operations and maintain a virtual hosting environment; perform a network vulnerability analysis; remediate a finding; and notify a user. A method includes performing systematic monitoring; performing a network vulnerability analysis; remediating a finding; and notifying a user.

Abstract: A computer-implemented method for providing continuous monitoring for a secure, classified remote access virtual desktop infrastructure to an end-user device includes: processing input packets, generating indexed logs, generating analytics or visualizations of the indexed logs, and facilitating viewing of the analytics or the visualizations. A computing system includes a processor, a network interface controller, and a memory including instructions that, when executed by the processors cause the system to: process input packets, generate indexed logs, generate at analytics or visualizations of the indexed logs, and facilitate viewing of the analytics or the visualizations. One or more non-transitory computer readable media include program instructions that when executed, cause a computer to: process input packets, generate indexed logs, analytics or visualizations of the indexed logs, and facilitate viewing of the analytics or the visualizations.

Abstract: In one implementation, a method includes obtaining an image. The method includes splitting the image to produce a high-frequency component image and a low-frequency component image. The method includes downsampling the low-frequency component image to generate a downsampled low-frequency component image. The method includes correcting color aberration of the downsampled low-frequency component image to generate a color-corrected downsampled low-frequency component image. The method includes upsampling the color-corrected downsampled low-frequency component image to generate a color-corrected low-frequency component image. The method includes combining the color-corrected low-frequency component image and the high-frequency component image to generate a color-corrected version of the image.

Abstract: An internet end-user device includes a processor, a network interface controller; and a memory including instructions that, when executed by the one or more processors cause the end-user device to configure the end-user device to use a red network and perform dependency verification of the end-user device. A method includes configuring an end-user device to use a red network; and performing dependency verification of the end-user device. A non-transitory computer readable medium includes program instructions that when executed, cause an internet end-user device for use by end users to configure the end-user device to use a red network and perform dependency verification of the end-user device.

Abstract: A computer-implemented method for providing continuous monitoring for a secure, classified remote access virtual desktop infrastructure to an end-user device includes: processing input packets, generating indexed logs, generating analytics or visualizations of the indexed logs, and facilitating viewing of the analytics or the visualizations. A computing system includes a processor, a network interface controller, and a memory including instructions that, when executed by the processors cause the system to: process input packets, generate indexed logs, generate at analytics or visualizations of the indexed logs, and facilitate viewing of the analytics or the visualizations. One or more non-transitory computer readable media include program instructions that when executed, cause a computer to: process input packets, generate indexed logs, analytics or visualizations of the indexed logs, and facilitate viewing of the analytics or the visualizations.

Abstract: A computing system includes a processor, a network interface controller; a a secure classified remote access as a service application including instructions; and an information technology service management application including instructions wherein the information technology service management application is accessible to the secure classified remote access as a service application via the network interface controller; and wherein the instructions of the secure classified remote access application cause the system to: perform systematic monitoring operations and maintain a virtual hosting environment; perform a network vulnerability analysis; remediate a finding; and notify a user. A method includes performing systematic monitoring; performing a network vulnerability analysis; remediating a finding; and notifying a user.

Abstract: In one implementation, a method includes obtaining an image. The method includes splitting the image to produce a high-frequency component image and a low-frequency component image. The method includes downsampling the low-frequency component image to generate a downsampled low-frequency component image. The method includes correcting color aberration of the downs ampled low-frequency component image to generate a color-corrected downsampled low-frequency component image. The method includes upsampling the color-corrected downsampled low-frequency component image to generate a color-corrected low-frequency component image. The method includes combining the color-corrected low-frequency component image and the high-frequency component image to generate a color-corrected version of the image.

Abstract: A virtual desktop infrastructure system includes a switch matrix and an end user device including a memory with instructions that when executed cause the system to initialize and configure the end-user device, establish a tunnel via the switch matrix, perform dependency verification, enforce a policy rule, and cause the end-user device to access the virtual desktop infrastructure via the tunnel. A method includes initializing and configuring the end-user device, establishing a tunnel via the switch matrix, performing dependency verification, enforcing a policy rule, and causing the end-user device to access the virtual desktop infrastructure via the tunnel. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to initialize and configure the end-user device, establish a tunnel via the switch matrix, perform dependency verification, enforce a policy rule, and cause the end-user device to access the virtual desktop infrastructure via the tunnel.

Abstract: In one implementation, a method includes obtaining an image. The method includes splitting the image to produce a high-frequency component image and a low-frequency component image. The method includes downsampling the low-frequency component image to generate a downsampled low-frequency component image. The method includes correcting color aberration of the downsampled low-frequency component image to generate a color-corrected downsampled low-frequency component image. The method includes upsampling the color-corrected downsampled low-frequency component image to generate a color-corrected low-frequency component image. The method includes combining the color-corrected low-frequency component image and the high-frequency component image to generate a color-corrected version of the image.

Abstract: A system includes a differential, sensors, and a controller. The differential is operable in a first differential mode in which a first shaft and a second shaft are allowed to rotate at different speeds, and a second differential mode in which the differential inhibits relative rotation between the first and second shafts. The sensors are configured to measure vehicle operating conditions. The controller is in communication with the sensors and the differential. The controller, when the vehicle mode is selected, is configured to determine if an intended path of the vehicle is straight, determine if a vehicle speed is less than a predetermined vehicle speed, and operate the differential in the second differential mode for a predetermined time period in response to the controller determining that the intended path of the vehicle is straight and the vehicle speed is less than the predetermined vehicle speed.

Abstract: In one implementation, a method includes obtaining an image. The method includes correcting color aberration of the image comprising, for a particular pixel of the image by determining one or more chromatic characteristic values for the particular pixel, determining a likelihood that the particular pixel exhibits color aberration based on the one or more chromatic characteristic values for the particular pixel, generating a filtered version of the particular pixel by filtering the particular pixel using pixels in a neighborhood surrounding the particular pixel, and generating a color-corrected version of the particular pixel based on the likelihood that the particular pixel exhibits color aberration and the filtered version of the particular pixel.

Abstract: A topless storage bag, including a main body to store at least one item therein, a removable divider removably connected to an interior of the main body to separate the interior into a first section and a second section, a waist strap assembly disposed on a bottom portion of the main body to connect around a waist of a user, a shoulder strap assembly disposed at a first end on at least a portion of a top portion of the main body and at a second end on at least a portion of the waist strap assembly to suspend the main body from shoulders of the user, and a chest strap assembly disposed on at least a portion of the shoulder strap assembly to connect around a chest of the user.

Abstract: The invention provides antibodies, and antigen-binding fragments thereof, that specifically bind to CXCR5. The antibodies can be afucosylated and exhibit increased ADCC compared with the otherwise identical fucosylated antibodies. The invention includes uses, and associated methods of using the antibodies.