Abstract: A response communication that includes one or more data packets is received at a broker associated with a storage node of a plurality of storage nodes via a virtual network associated with the plurality of storage nodes of a storage system. The one or more data packets are provided, via the virtual network associated with the storage nodes, to a tenant communication component associated with an intended destination. A connection between the broker and the tenant communication component associated with the intended destination is terminated. A new connection between the intended destination and the tenant communication component associated with the intended destination is established. The new connection is associated with a virtual network associated with a storage tenant. The one or more data packets are sent to the intended destination via the virtual network associated with the storage tenant.

Abstract: A system and method for computer vision assisted parking space monitoring, vehicle identification, transactionable event determination, calculation of parking fees, invoice generation, user communication, and automated payment processing from a registered user via a registered user account with prior user authorization or by sending the invoice to unregistered users or third parties who may contact unregistered users.

Abstract: Systems, methods, and devices for improved routing operations in a network computing environment. A system includes a virtual customer edge router and a host routed overlay comprising a plurality of host virtual machines. The system includes a routed uplink from the virtual customer edge router to one or more of the plurality of leaf nodes. The system is such that the virtual customer edge router is configured to provide localized integrated routing and bridging (IRB) service for the plurality of host virtual machines of the host routed overlay.

Abstract: Techniques are provided for synchronizing database system metadata between primary and standby persistent storage systems using an object store. A first persistent storage system enabled to store first configuration metadata describing the configuration of the first persistent storage system. A first broker process of the first persistent storage system detects receipt, at an object store endpoint, of a new version of an object message sent by a second broker process of a second persistent storage system. The object message specifies a particular value of a configuration attribute of second configuration metadata from the second persistent storage system. In response to detecting receipt of the new version of the object message, the first broker process reads the particular value of the configuration attribute in the object message. The first broker process sets the configuration attribute in the first configuration metadata to the particular value.

Abstract: In some aspects, the described systems and methods provide for validating performance of a model trained on a plurality of annotated pathology images. A pathology image is accessed. Frames are generated using the pathology image. Each frame in the set includes a distinct portion of the pathology image. Reference annotations are received from one or more users. The reference annotations describe at least one of a plurality of tissue or cellular characteristic categories for one or more frames in the set. Each frame in the set is processed using the trained model to generate model predictions. The model predictions describe at least one of the tissue or cellular characteristic categories for the processed frame. Performance of the trained model is validated based on determining a degree of association between the reference annotations and the model predictions for each frame and/or across all frames in the set of frames.

Abstract: One or more data packets at a storage node of a storage cluster system is received via a virtual network associated with a storage tenant. A connection between the storage tenant and a tenant communication component of the storage cluster system is terminated. A new connection is established between the tenant communication component of the storage cluster system and a destination associated with the one or more data packets. The one or more data packets are provided to the destination associated with the one or more data packets using a virtual network associated with storage nodes of the storage cluster system.

Abstract: A request to perform a storage operation for a storage system is received. It is determined that the requested storage operation is associated with a policy that requires a quorum of approvals before being allowed to be performed. It is determined whether the quorum of approvals has been obtained. In response to a determination that the quorum of approvals has been obtained, a command to perform the requested operation is provided to the storage system.

Abstract: Techniques are disclosed for generating a combined visual representation of subsets of devices associated with corresponding sub-networks of a private network, where at least two devices in corresponding sub-networks share a same private internet protocol (IP) address. The system generates a separate profile for each device using a combination of elements including at least (a) a private IP address corresponding to the device and (b) a network identifier corresponding to a sub-network associated with the device. These sub-networks and their constituent devices may be visually represented in corresponding user interface elements.

Abstract: Methods, systems, and computer storage media for providing access to computing environments based on a multi-environment policy are provided. The a multi-environment policy is configurable to define rules that have provider-controlled and customer-controlled computing environment parameters for approving access to provider-controlled computing environments and customer-controlled computing environments. In operation, a request associated a computing environment are received. The computing environment is associated with a multi-environment policy. The multi-environment policy is configurable to define the rules based on access vectors having grouped computing environment aspects for control and visibility associated with accessing computing environments. Based on the request, a determination whether the request is for a provider-controlled or a customer-controlled computing environment is made.

Abstract: A request to perform a storage operation for a storage system is received. It is determined that the requested storage operation is associated with a policy that requires a quorum of approvals before being allowed to be performed. It is determined whether the quorum of approvals has been obtained. In response to a determination that the quorum of approvals has been obtained, a command to perform the requested operation is provided to the storage system.

Abstract: The invention is directed to a miRNA with a RNA sequence comprising or consisting of hsa-miR-515-3p with SEQ ID NO: 1, and hsa-miR-519e-3p with SEQ ID NO:2, or a member of the miR-517 family, specifically hsa-miR-517c-3p, hsa-miR-517a-3p, or a primary transcript thereof, a precursor thereof, a mimic thereof or a combination for use as a medicament, preferably for use in treatment of a cardiac disease associated with loss of cardiac myocytes.

Abstract: Systems, methods, and devices for improved routing operations in a network computing environment. A system includes a virtual customer edge router and a host routed overlay comprising a plurality of host virtual machines. The system includes a routed uplink from the virtual customer edge router to one or more of the plurality of leaf nodes. The system is such that the virtual customer edge router is configured to provide localized integrated routing and bridging (IRB) service for the plurality of host virtual machines of the host routed overlay.

Abstract: Methods, systems, and computer storage media for providing access to computing environments based on a multi-environment policy are provided. The a multi-environment policy is configurable to define rules that have provider-controlled and customer-controlled computing environment parameters for approving access to provider-controlled computing environments and customer-controlled computing environments. In operation, a request associated a computing environment are received. The computing environment is associated with a multi-environment policy. The multi-environment policy is configurable to define the rules based on access vectors having grouped computing environment aspects for control and visibility associated with accessing computing environments. Based on the request, a determination whether the request is for a provider-controlled or a customer-controlled computing environment is made.

Abstract: The present disclosure relates to generating a search graph or search index to aid in receiving a search query and identifying results of a dataset based on the search query. For example, systems disclosed herein may generate a navigable search graph including vertices representative of objects or points within a dataset that enables a computing device having access to the search graph to navigate vertices of the graph along an identified path until arriving at a point within the search graph that corresponds to a value associated with the search query. Upon identifying a location within the graph corresponding to the search query, systems disclosed herein may identify a neighborhood of points (e.g., vertices) corresponding to items from the dataset and output a set of results for the search query representative of determined results for the search query.

Abstract: Systems, methods, and devices for improved routing operations in a network computing environment. A system includes a virtual customer edge router and a host routed overlay comprising a plurality of host virtual machines. The system includes a routed uplink from the virtual customer edge router to one or more of the plurality of leaf nodes. The system is such that the virtual customer edge router is configured to provide localized integrated routing and bridging (TRB) service for the plurality of host virtual machines of the host routed overlay.

Abstract: The present disclosure relates to generating a search graph or search index to aid in receiving a search query and identifying results of a dataset based on the search query. For example, systems disclosed herein may generate a navigable search graph including vertices representative of objects or points within a dataset that enables a computing device having access to the search graph to navigate vertices of the graph along an identified path until arriving at a point within the search graph that corresponds to a value associated with the search query. Upon identifying a location within the graph corresponding to the search query, systems disclosed herein may identify a neighborhood of points (e.g., vertices) corresponding to items from the dataset and output a set of results for the search query representative of determined results for the search query.

Abstract: One or more data packets at a storage node of a storage cluster system is received via a virtual network associated with a storage tenant. A connection between the storage tenant and a tenant communication component of the storage cluster system is terminated. A new connection is established between the tenant communication component of the storage cluster system and a destination associated with the one or more data packets. The one or more data packets are provided to the destination associated with the one or more data packets using a virtual network associated with storage nodes of the storage cluster system.

Abstract: In some aspects, the described systems and methods provide for validating performance of a model trained on a plurality of annotated pathology images. A pathology image is accessed. Frames are generated using the pathology image. Each frame in the set includes a distinct portion of the pathology image. Reference annotations are received from one or more users. The reference annotations describe at least one of a plurality of tissue or cellular characteristic categories for one or more frames in the set. Each frame in the set is processed using the trained model to generate model predictions. The model predictions describe at least one of the tissue or cellular characteristic categories for the processed frame. Performance of the trained model is validated based on determining a degree of association between the reference annotations and the model predictions for each frame and/or across all frames in the set of frames.

Abstract: A first set of one or more tenant communication components are configured to communicate with a first separate system component of a first storage tenant via a first virtual network. A second set of one or more tenant communication components are configured to communicate with a second separate system component of a second storage tenant via a second virtual network. The second virtual network is separate from the first virtual network. A plurality of tenant communication components of the storage cluster system including the first set of one or more tenant communication components and the second set of one or more tenant communication components are configured to communicate internally in the storage cluster system via a third virtual network separate from the first virtual network and the second virtual network.

Abstract: Techniques are disclosed for generating a combined visual representation of subsets of devices associated with corresponding sub-networks of a private network, where at least two devices in corresponding sub-networks share a same private internet protocol (IP) address. The system generates a separate profile for each device using a combination of elements including at least (a) a private IP address corresponding to the device and (b) a network identifier corresponding to a sub-network associated with the device. These sub-networks and their constituent devices may be visually represented in corresponding user interface elements.