Abstract: A laser crafting apparatus for directing electromagnetic radiation toward a workpiece may include various features. For example, the laser crafting apparatus may include a material support tray that is removably supported within an internal volume of the laser crafting apparatus. Further, the apparatus may include pre-filter disposed in a ventilation pathway between a workspace region of the internal volume and an extractor fan. The laser crafting apparatus may include a laser carriage assembly that houses a laser module and the assembly may include a lens tray detachably coupled to the support structure of the laser carriage assembly. In various embodiments, the laser crafting apparatus includes a lid having a radiation attenuation layer and a fire suppression layer.

Abstract: A sealant spreader device fills voids around a drilled hole with sealant in glued-in-rod (GIR) structures. A liquid sealant may be applied to the base of a drilled hole. A sealant spreader device is then inserted to the base of the drilled hole, through the sealant. The sealant spreader device is then withdrawn while rotating. The sealant spreader device includes winged sections having contours which force the sealant radially outward toward walls of the hole, into any voids around the circumference of the drilled hole, and leaves a thin layer of sealant around the circumference of the drilled hole.

Abstract: An extraction well system is disclosed that allows for isolation of electrical cables from underground mine atmosphere. The extraction well system provides for a well casing that extends downwardly proximate to an existing mine cavity and an extension casing that extends downwardly below the mine roof. In one embodiment the extension casing is external to the well casing and is attached to the well casing mechanically such as with a dual thread reducer. The extension runs from above the mine roof to below the mine floor and is perforated in the area of the mine cavity to allow liquid to drain into the bottom of the extension well. In a second embodiment, the extension casing is interior to the well casing and is attached for example by an internal liner hanger. In this embodiment, the extension casing runs from above the mine roof to below the desired minimum liquid level and it is the well casing that extends downwardly in the extension well and which is perforated to allow liquids to flow into the well.

Abstract: Disclosed are implementations that include a method for detecting anomalous data, including converting a set of data values representative of a multi-dimensional item into a nodes-and-edges graph representation of the item, applying a graph convolution process to the graph representation to generate a transformed graph representation for the item comprising a resultant transformed configuration of the nodes and edges representing the item, and determining, based on the transformed configuration, a probability that the item is anomalous. Another example method includes receiving input data at a neural network circuit comprising a plurality of node layers, with each of the plurality of node layers comprising respective one or more nodes, with the neural network circuit further comprising adjustable weighted connections connecting at least some nodes in different layers of the plurality of node layers. The method further includes removing one or more of the weighted connections at one or more time instances.

Abstract: An extraction well system is disclosed that allows for isolation of electrical cables from underground mine atmosphere. The extraction well system provides for a well casing that extends downwardly proximate to an existing mine cavity and an extension casing that extends downwardly below the mine roof. In one embodiment the extension casing is external to the well casing and is attached to the well casing mechanically such as with a dual thread reducer. The extension runs from above the mine roof to below the mine floor and is perforated in the area of the mine cavity to allow liquid to drain into the bottom of the extension well. In a second embodiment, the extension casing is interior to the well casing and is attached for example by an internal liner hanger. In this embodiment, the extension casing runs from above the mine roof to below the desired minimum liquid level and it is the well casing that extends downwardly in the extension well and which is perforated to allow liquids to flow into the well.

Abstract: A first cache of a first IOA is detected storing an amount of data that satisfies a memory shortage threshold. A request for extra memory for the first IOA is transmitted. The request is sent in response to detecting that the first cache stores the amount of data that satisfies the memory shortage threshold. The request is transmitted to a plurality of IOAs of a computer system. A second cache of a second IOA is detected storing an amount of data that satisfies a memory dissemination threshold. Memory of the second cache is allocated to the first cache. The memory is allocated in response to the request and the amount of data in the second cache satisfying the memory dissemination threshold.

Abstract: A hybrid composite and metallic gear includes a generally cylindrical shaft interface. A composite web is coupled to the shaft interface. The composite web includes a generally cylindrical rim having an outer surface. The outer surface includes a plurality of locks each having a radially outwardly extending profile. A generally cylindrical metallic gear ring having a plurality of external teeth includes an inner surface. The inner surface includes a plurality of detents each having a radially outwardly extending profile that corresponds with one of the locks of the composite web. When the composite web is positioned within the metallic gear ring, the corresponding locks and detents each form a lock and detent coupling establishing an interlocking interface between the composite web and the metallic gear ring.

Abstract: A storage subsystem records a copy of a data object on a plurality of storage devices. The storage subsystem receives a read request to read a data object. Under certain utilization conditions of the storage subsystem, a resource utilization condition satisfies a split-read criterion. In response to the resource utilization condition satisfying the split-read criterion, the storage subsystem reads at least a portion of the data object from each of the storage devices having a copy of the data object.

Abstract: A first cache of a first IOA is detected storing an amount of data that satisfies a memory shortage threshold. A request for extra memory for the first IOA is transmitted. The request is sent in response to detecting that the first cache stores the amount of data that satisfies the memory shortage threshold. The request is transmitted to a plurality of IOAs of a computer system. A second cache of a second IOA is detected storing an amount of data that satisfies a memory dissemination threshold. Memory of the second cache is allocated to the first cache. The memory is allocated in response to the request and the amount of data in the second cache satisfying the memory dissemination threshold.

Abstract: A hybrid composite and metallic gear includes a generally cylindrical shaft interface. A composite web is coupled to the shaft interface. The composite web includes a generally cylindrical rim having an outer surface. The outer surface includes a plurality of locks each having a radially outwardly extending profile. A generally cylindrical metallic gear ring having a plurality of external teeth includes an inner surface. The inner surface includes a plurality of detents each having a radially outwardly extending profile that corresponds with one of the locks of the composite web. When the composite web is positioned within the metallic gear ring, the corresponding locks and detents each form a lock and detent coupling establishing an interlocking interface between the composite web and the metallic gear ring.

Abstract: A first cache of a first IOA is detected storing an amount of data that satisfies a memory shortage threshold. A request for extra memory for the first IOA is transmitted. The request is sent in response to detecting that the first cache stores the amount of data that satisfies the memory shortage threshold. The request is transmitted to a plurality of IOAs of a computer system. A second cache of a second IOA is detected storing an amount of data that satisfies a memory dissemination threshold. Memory of the second cache is allocated to the first cache. The memory is allocated in response to the request and the amount of data in the second cache satisfying the memory dissemination threshold.

Abstract: A first cache of a first IOA is detected storing an amount of data that satisfies a memory shortage threshold. A request for extra memory for the first IOA is transmitted. The request is sent in response to detecting that the first cache stores the amount of data that satisfies the memory shortage threshold. The request is transmitted to a plurality of IOAs of a computer system. A second cache of a second IOA is detected storing an amount of data that satisfies a memory dissemination threshold. Memory of the second cache is allocated to the first cache. The memory is allocated in response to the request and the amount of data in the second cache satisfying the memory dissemination threshold.

Abstract: A storage subsystem records a copy of a data object on a plurality of storage devices. The storage subsystem receives a read request to read a data object. Under certain utilization conditions of the storage subsystem, a resource utilization condition satisfies a split-read criterion. In response to the resource utilization condition satisfying the split-read criterion, the storage subsystem reads at least a portion of the data object from each of the storage devices having a copy of the data object.

Abstract: A method, system and memory controller for implementing dynamic enabling and disabling of cache based upon workload in a computer system. Predefined sets of information are monitored while the cache is enabled to identify a change in workload, and selectively disabling the cache responsive to a first identified predefined workload. Monitoring predefined information to identify a second predefined workload while the cache is disabled, and selectively enabling the cache responsive to said identified second predefined workload.

Abstract: A method, system and memory controller for implementing dynamic enabling and disabling of cache based upon workload in a computer system. Predefined sets of information are monitored while the cache is enabled to identify a change in workload, and selectively disabling the cache responsive to a first identified predefined workload. Monitoring predefined information to identify a second predefined workload while the cache is disabled, and selectively enabling the cache responsive to said identified second predefined workload.

Abstract: Embodiments relate to optimizing write performance of a flash device. Aspects include receiving a request to evict a plurality of pages from a main memory and determining a block size for the flash device. Aspects also include grouping the plurality of pages from the main memory into a move specification block, wherein a size of the move specification block is the block size and writing the move specification block to the flash device. The block size being determined based on one or more operational characteristics of the flash device.

Abstract: A throttle linkage for a vehicle engine is provided comprising a vehicle engine and a throttle actuation arm secured for pivotal movement about an axis substantially fixed relative to the engine, the throttle actuation arm having an axis extending from the pivotal axis. A throttle control arm extending from the engine and capable of actuation to adjust engine power is also provided, the throttle arm having an axis extending from a point of connection to the throttle and substantially intersecting the throttle actuation arm axis, along with a coupling for engaging the throttle control arm and throttle actuation arm at approximately the point of intersection of their respective axes, the coupling allowing sliding of the arms along their respective axes, relative to each other.

Abstract: A brake pad support for a model vehicle is provided, comprising a plate for supporting a brake pad on a first face, the plate having one or more ribs extending from a second face on the opposite side of the plate from the first surface, and wherein the one or more ribs stiffen the plate to distribute compressive forces applied to the second face at one or more locations.

Abstract: A bumper support member having a length and supported at a predetermined distance from the chassis of a vehicle, wherein the length of the impact member extends substantially horizontally across a portion of one end of a vehicle. The bumper support further includes a plurality of spring members, each supporting one end of the bumper support member, the spring members configured to recoil upon impact to the bumper support member and to return the bumper support member toward the predetermined distance from the chassis of a vehicle, and a bumper secured to the bumper support member outboard of the chassis.

Abstract: A method for prefetching data for a cache memory from a mass-storage device having a controller that executes a plurality of reordered commands. The method includes predetermining an extra time interval for each of the plurality of reordered commands. Next, prior to executing the next reordered command, data located subsequent to data requested from a committed command is prefetched utilizing the predetermined extra time interval of the next command. In a related embodiment, the method includes executing a command reordering algorithm during which the seek and latency time periods of each of the plurality of reordered commands is computed.