Abstract: Discussed herein is a mechanism of building/constructing a network fabric for a cluster of GPUs. A plurality of sets of GPUs are created, wherein each set of GPUs is created by selecting one GPU from each host machine in the plurality of host machines. Each set of GPUs is coupled to a different group of switches in a plurality of groups of switches. The coupling included: (i) coupling each GPU in the set of GPUs to a unique ingress port of a first switch included in a corresponding group of switches that is associated with the set of GPUs, and (ii) mapping virtually, each ingress port of the first switch to a unique egress port of a plurality of egress ports of the first switch. A packet originating at a source GPU and destined for a destination GPU is communicated via the network fabric.

Abstract: A unique design is provided that may increase the strength and performance and extend the life of a saw blade, particularly when used to cut asphalt. A saw blade may include a main body forming teeth and cutters that are secured to the teeth. The cutters may be configured to extend outwardly beyond sides of the main body to minimize wear of the main body. The cutters could be configured to extend from alternating sides of the main body to create a greater effective cutting width.

Abstract: A unique design is provided that may increase the strength and performance and extend the life of a saw blade, particularly when used to cut asphalt. The saw blade may include a main body forming teeth, opposing outer plates secured to each tooth and a cutter secured to each tooth between the respective outer plates. Each tooth can form a recessed section in which a base of cutter main body may be positioned. The outer plates may extend over the recessed section. The outer plates may also extend over a notch formed in a rear face of a rear portion of each tooth. Legs of the outer plates may extend radially inward overtop the main body of the saw blade. A front portion of each tooth and the respective outer plates may extend frontward beyond the respective cutter.

Abstract: Various examples are directed to systems and methods for routing a plurality of autonomous vehicles. A batch routing system may receive a first general route cost request from a first autonomous vehicle. The batch routing system may determine a first set of general routes for the first autonomous vehicle. The batch routing system may send a first general route cost reply to the first autonomous vehicle. The first general route cost reply may indicate a first set of costs associated with the first set of general routes. The first set of costs may comprise a first general cost for the first general route and a second general cost for the second general route.

Abstract: A security device for reinforcing a structure such as a door against cutting or other forms of attack, comprises a hollow casing with an interior space, and first and second rod assemblies positioned in the interior space under compression. The first rod assembly comprises a first rod and a first spring, and the second rod assembly comprises a second rod and a second spring. The first and second rod assemblies are parallel, and the first and second springs do not overlap. The first and second rods only have point contact with the casing.

Abstract: An apparatus for producing pozzolanic material from waste includes a glass separator unit to remove glass material from the waste and a size reduction unit downstream the glass separator unit. The glass separator unit includes an outer member and a wound member positioned within the outer member and defining an open central bore. The outer member and the open central bore define respective longitudinal axes extending on a common plane that are disposed at an angle relative to a horizontal reference plane, with the inlet higher than the outlet. Non-glass/non-ceramic material is output through the open outlet end of outer member utilizing a flow of separation fluid. The glass/ceramic material is output to the size reduction unit through the open inlet end of the outer member utilizing the rotating wound member of the glass separator unit.

Abstract: A security device for reinforcing a structure such as a door against cutting or other forms of attack, comprises a hollow casing with an interior space, and first and second rod assemblies positioned in the interior space under compression. The first rod assembly comprises a first rod and a first spring, and the second rod assembly comprises a second rod and a second spring. The first and second rod assemblies are parallel, and the first and second springs do not overlap. The first and second rods only have point contact with the casing.

Abstract: Systems and methods are disclosed herein for modifying suggestion metadata in an electronic document. A copy request is received to copy a portion of the electronic document. The portion of the electronic document includes a suggestion having metadata that indicates the suggestion was made by a first user. The copy request is received from a second user. A paste request to paste the copied portion is received from the second user. Responsive to determining to modify the metadata of the suggestion, the indication that the first suggestion was made by the first user is replaced with an indication that the first suggestion was made by the second user.

Abstract: A system for retailers is configured to monitor and track customer interaction with a product in a retail environment. The system utilizes RFID tagged products and communicating with near field communication in an Internet of Things environment for a more comprehensive relationship between customers and the products of interest. Where the products are not so connected, the system alerts the need for same.

Abstract: Systems and methods herein describe accessing a set of feature flags, a first feature flag in the set of feature flag describing vehicle navigation behavior on a routing graph, the routing graph representing the roadway, associating the set of feature flags with a vehicle, applying the associated set of feature flags to a graph traversal algorithm to generate a modified graph traversal algorithm, generating the route using the modified graph traversal algorithm; and transmitting instructions to the vehicle to begin executing the route.

Abstract: Methods, systems, and devices for memory array circuit arrangement are described. A memory device may include a memory subarray, which may include a complementary metal oxide semiconductor (CMOS) circuitry under array (CuA) circuitry area and a word line driver region (e.g., word line driver circuitry) or a digit line driver region (e.g., digit line driver circuitry, sense amplifier circuitry multiplexed with the digit line driver circuitry). The memory subarray may include a first interconnect extending in a first and traversing at least a first portion of the CuA circuitry area of the memory subarray. The first interconnect may be coupled with the first portion of the CuA circuitry area and a first interconnection layer. Additionally, each memory subarray may include a second interconnect extending in a second direction and traversing at least a second portion of the CuA circuitry area of the memory subarray.

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 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: 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: 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: Provided is a system and method for stake-prioritized serving of utility in a network of a plurality of servers, with stake verification on a proof-of-stake blockchain. For stake-controlled inflation the utility may be validated in a plurality of validators that set stake-weighted utility assessment values for each utility server registered on the blockchain, where a consensus calculator may determine a relative utility measure and level of agreement and adjusts the next block reward so that servers obtain inflation in proportion to their level of agreed utility. New servers and validators may register and may thereby activate stake in the utility network by solving a proof-of-work challenge verified on the blockchain, after which servers can serve utility and validators can validate utility and influence blockchain inflation distribution.

Abstract: The present invention provides a system for retailers to monitor and track customer interaction with a product in a retail environment. The system of the present invention utilizes RFID tagged products and communicating with near field communication in an Internet of Things environment for a more comprehensive relationship between customers and the products of interest. Where the products are not so connected, the system of the present invention alerts the need for same.

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: A microscope mounting system includes a sample holder shaped and configured to fit a particular horizontal microscope stage and fix one end of a soft material sample. A blade holder configured to position a cutting blade and connect directly or eventually to the particular microscope or a frame of the particular microscope. A load measurement device is configured to determine a load applied to the cutting blade. A precision adjustment assembly sets positioning of the cutting blade in the horizontal x-y plane and the z vertical plane such that a cutting edge of the cutting blade can be positioned at a focal point of the particular microscope. At least two grips are configured to grip a second end of the soft material sample at at least two discrete locations on opposite sides of the cutting blade when the blade contacts the soft material sample at the focal point. A tension mechanism can apply tension in the x-y plane to each of the at least two grips.

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 5 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 the first traffic class based on the tag extracted from the packet and 10 processes the packet based on the first traffic class.