Abstract: Described herein is a network fabric including a plurality of graphical processing unit (GPU) clusters that are communicatively coupled with one another via a plurality of switches arranged in a hierarchical structure including a first tier of switches, a second tier of switches, and a third tier of switches. One or more switches are selected from the third tier of switches to form a set of target switches, where each target switch receives address information of each GPU included in the plurality of GPU clusters. Each target switch generates, a plurality of sets of address information by filtering received address information based on a condition and transmits the plurality of sets of address information to each switch included in the first tier of switches, wherein the switch stores a subset of the plurality of sets of address information in accordance with the condition.

Abstract: Each host machine of a plurality of host machines stores hierarchical locality information for the host machine that identifies at least a rack comprising the host machine, and a block of a plurality of blocks hosting the rack. The host machine is associated with one or more graphical processing units (GPUs), and wherein GPUs included in a first block operate at a first speed and GPUs included in a second block operate at a second speed that is different than the first speed. Responsive to receiving a request requesting execution of a workload, one or more host machines are identified as being available for executing the workload, and the hierarchical locality information and linkage information of the one or more host machines is provided in response to the request.

Abstract: Described herein is a network fabric including a plurality of graphical processing unit (GPU) clusters. The plurality of GPU clusters includes at least a first GPU cluster operating at a first speed and a second GPU cluster operating at a second speed that is different than the first speed. The network fabric includes a plurality of blocks, wherein each block includes: (a) one or more racks that host a GPU cluster, and (b) a plurality of switches arranged in a hierarchical structure that communicatively couple the block to other blocks included in the network fabric. Responsive to receiving a request to execute a workload, allocating one or more GPUs from the plurality of GPU clusters to execute the workload.

Abstract: A plurality of GPU clusters are communicatively coupled with one another via a plurality of network devices arranged in a hierarchical structure, wherein the GPU clusters includes at least a first GPU cluster operating at a first speed and a second GPU cluster operating at a second speed that is different than the first speed. A routing policy is configured for each network device, wherein the configuring includes establishing a mapping of each incoming port-link of the network device to a unique outgoing port-link of the network device. For a packet transmitted by a GPU of a host machine and received by a first network device, an incoming port-link of the first network device is determined on which the packet was received and based on the configuring, an outgoing port-link is identified that corresponds to the incoming port-link. The packet is forwarded on the outgoing port-link of the network device.

Abstract: Methods and systems are provided for singulating, orienting, and delivering oriented objects (e.g., embryos) to a desired location (e.g., a plate containing a selected medium).

Abstract: Discussed herein is a framework that provisions for customized processing for different classes of traffic. A network device in a communication path between a source host machine and a destination host machine extracts a tag from a packet received by the network device. The packet originates at a source executing on the source host machine and whose destination is the destination host machine. The tag set by the source and indicative of a first traffic class to be associated with the packet, the first traffic class being selected by the source from a plurality of traffic classes. The network device determines, based on the tag, that the first traffic class corresponds to a latency sensitive traffic and processes the packet using one or more settings configured at the network device for processing packets associated with the first traffic class.

Abstract: Systems and methods for pipe lining systems and methods of use are described. Systems and methods may include a CIPP lateral liner that is inserted into a bladder forming a CIPP liner assembly that can be inserted into a pipe line for a pipe repair. CIPP liner assembly can include a membrane that produces superior results compared to the prior art. A backing ring may be used with these systems and methods.

Abstract: Shooting gallery devices and methods are disclosed herein. In one embodiment, a shooting gallery includes a plurality of targets rotatably connected to a plurality of target connectors. The targets rotate between an extended position and a fallen position. The target and target connector assembly at least partially retains the targets in the extended position and/or prevents the targets from rotating from the extended position to the fallen position. Furthermore, the targets and target connector assemblies are configured to reset from the fallen position to the extended position without a rail guide or reset cam.

Abstract: Shooting gallery devices and methods are disclosed herein. In one embodiment, a shooting gallery includes a plurality of targets rotatably connected to a plurality of target connectors. The targets rotate between an extended position and a fallen position. The target and target connector assembly at least partially retains the targets in the extended position and/or prevents the targets from rotating from the extended position to the fallen position. Furthermore, the targets and target connector assemblies are configured to reset from the fallen position to the extended position without a rail guide or reset cam.

Abstract: Shooting gallery devices and methods are disclosed herein. In one embodiment, a shooting gallery includes a plurality of targets rotatably connected to a plurality of target connectors. The targets rotate between an extended position and a fallen position. The target and target connector assembly at least partially retains the targets in the extended position and/or prevents the targets from rotating from the extended position to the fallen position. Furthermore, the targets and target connector assemblies are configured to reset from the fallen position to the extended position without a rail guide or reset cam.

Abstract: Shooting gallery devices and methods are disclosed herein. In one embodiment, a shooting gallery includes a plurality of targets rotatably connected to a plurality of target connectors. The targets rotate between an extended position and a fallen position. The target and target connector assembly at least partially retains the targets in the extended position and/or prevents the targets from rotating from the extended position to the fallen position. Furthermore, the targets and target connector assemblies are configured to reset from the fallen position to the extended position without a rail guide or reset cam.

Abstract: A media separator system includes a first and a second portion of a media separator device, a projection, a handle, at least one of a retention device, and a storage container, wherein the first and second portion of the media separator device, the handle and the at least one of a retention device is sized to be received at least partially in the storage container.