Abstract: An example method of offloading a compute task to an accelerator by an application executing in a host cluster includes: sending, by an application executing in an initiator host, the compute task to a virtual accelerator in the initiator host, the virtual accelerator paired with a hardware accelerator in a target host of the host cluster; forwarding, by the virtual accelerator, the compute task to the hardware accelerator in the target host over a network; and receiving, at the application via the virtual accelerator, a result of the compute task from the hardware accelerator over the network.

Abstract: An example method of virtualizing a hardware accelerator in a host cluster of a virtualized computing system includes: commanding, at an initiator host in the host cluster, a programmable expansion bus device to reconfigure as a virtual accelerator based on specifications of a hardware accelerator in a target host of the host cluster; executing, in the programmable expansion bus device, software to emulate the virtual accelerator as connected to an expansion bus of the initiator host; receiving, at the programmable expansion bus device, compute tasks from an application executing in the initiator host; and sending, to the target host, the compute tasks for processing by the hardware accelerator.

Abstract: System and methods for evaluating license information in a computer cluster are described. An example method may include retrieving a cluster-license-info from a peer-node selected from a plurality of cluster nodes in the computer cluster, wherein the cluster-license-info contains a plurality of peer-license-info collected from the plurality of cluster nodes, receiving a revised cluster-license-info generated by detecting license violations in the cluster-license-info, and transmitting the revised cluster-license-info to the peer-node.

Abstract: An example method of virtualizing a hardware accelerator in a host cluster of a virtualized computing system includes: commanding, at an initiator host in the host cluster, a programmable expansion bus device to reconfigure as a virtual accelerator based on specifications of a hardware accelerator in a target host of the host cluster; executing, in the programmable expansion bus device, software to emulate the virtual accelerator as connected to an expansion bus of the initiator host; receiving, at the programmable expansion bus device, compute tasks from an application executing in the initiator host; and sending, to the target host, the compute tasks for processing by the hardware accelerator.

Abstract: System and methods for replicating and enforcing license information in a computer cluster are described. The method may include: receiving, by a core-node in the computer cluster, a plurality of peer-license-info from a plurality of peer-nodes selected from a plurality of cluster nodes. Each of the plurality of peer-license-info may include license-info collected by and associated with a corresponding one of the plurality of peer-nodes. The method may include generating, by the core-node, a first cluster-license-info based on the plurality of peer-license-info. The method may further include propagating, by the core-node, the first cluster-license-info to each of the plurality of peer-nodes. The first cluster-license-info is configured for detecting license violations among the plurality of cluster nodes.

Abstract: A computing environment can include a host system that maintains a guest system, and a hardware component configured to implement artificial intelligence (“AI”) methods of processing and analyzing date. The guest system can provide a virtual computing environment that receives a request to implement an AI application, and utilize a framework and a guest library to convert data from the AI application into an intermediate representation (“IR”). The host system can receive the IR with a virtual device (“VD”), and utilize an IR backend to translate the IR into hardware operations for the hardware component. Translated hardware operations can be provided to, and carried out by, the hardware component to provide an implementation of the AI application. Results of the hardware operations can be transmitted from the VD of the host system to a VD driver of the guest system, virtualizing the hardware component relative to the guest system.

Abstract: A computing environment can include a host system that maintains a guest system, and a hardware component configured to implement artificial intelligence (“AI”) methods of processing and analyzing date. The guest system can provide a virtual computing environment that receives a request to implement an AI application, and utilize a framework and a guest library to convert data from the AI application into an intermediate representation (“IR”). The host system can receive the IR with a virtual device (“VD”), and utilize an IR backend to translate the IR into hardware operations for the hardware component. Translated hardware operations can be provided to, and carried out by, the hardware component to provide an implementation of the AI application. Results of the hardware operations can be transmitted from the VD of the host system to a VD driver of the guest system, virtualizing the hardware component relative to the guest system.

Abstract: A computing environment can include a host system that maintains a guest system, and a hardware component configured to implement artificial intelligence (“AI”) methods of processing and analyzing date. The guest system can provide a virtual computing environment that receives a request to implement an AI application, and utilize a framework and a guest library to convert data from the AI application into an intermediate representation (“IR”). The host system can receive the IR with a virtual device (“VD”), and utilize an IR backend to translate the IR into hardware operations for the hardware component. Translated hardware operations can be provided to, and carried out by, the hardware component to provide an implementation of the AI application. Results of the hardware operations can be transmitted from the VD of the host system to a VD driver of the guest system, virtualizing the hardware component relative to the guest system.

Abstract: System and methods for replicating and enforcing license information in a computer cluster are described. The method may include: receiving, by a core-node in the computer cluster, a plurality of peer-license-info from a plurality of peer-nodes selected from a plurality of cluster nodes. Each of the plurality of peer-license-info may include license-info collected by and associated with a corresponding one of the plurality of peer-nodes. The method may include generating, by the core-node, a first cluster-license-info based on the plurality of peer-license-info. The method may further include propagating, by the core-node, the first cluster-license-info to each of the plurality of peer-nodes. The first cluster-license-info is configured for detecting license violations among the plurality of cluster nodes.

Abstract: A trailing edge flap mechanism incorporates a support beam, a flap carrier beam supporting an aerodynamic flap, a first link interconnecting a first and second rotation points and a second link interconnecting third and fourth rotation points. The support beam has a ground connection on a first fixed axis of rotation. A connecting link has a ground connection on a second fixed axis of rotation and is connected to the first link intermediate the first and second rotation points. An actuator is connected with a drive link pivotally engaged to the first link for initial forward and aft movement of a nose profile of the Fowler flap substantially parallel to the wing lower surface with extending aft movement providing a rapidly changing angle of the flap with respect to the wing upper surface.

Abstract: A trailing edge flap mechanism incorporates a support beam, a flap carrier beam supporting an aerodynamic flap, a first link interconnecting a first and second rotation points and a second link interconnecting third and fourth rotation points. The support beam has a ground connection on a first fixed axis of rotation. A connecting link has a ground connection on a second fixed axis of rotation and is connected to the first link intermediate the first and second rotation points. An actuator is connected with a drive link pivotally engaged to the first link for initial forward and aft movement of a nose profile of the Fowler flap substantially parallel to the wing lower surface with extending aft movement providing a rapidly changing angle of the flap with respect to the wing upper surface.