Abstract: Systems and methods are described for rate-limiting a message-sending client interacting with a message service based on dynamically calculated risk assessments of the probability that the client is, or is not, a sender of a spam messages. The message service sends a proof of work problem to a sending client device with a difficulty level that is related to a risk assessment that the client is a sender of spam messages. The message system limits the rate at which a known or suspected spammer can send messages by giving the known or suspected spammer client harder proof of work problems to solve, while minimizing the burden on normal users of the message system by given them easier proof of work problems to solve that can typically be solved by the client within the time that it takes to type a message.

Abstract: A roof structure for an agricultural vehicle includes an upper roof assembly and a lower roof assembly connectable to the upper roof assembly. The lower roof assembly or the upper roof assembly includes a ventilation opening for guiding air-conditioned air and a circulation opening for supplying recirculated air. An air-guiding element is arranged between the lower and upper roof assembly. The air-guiding element is further disposed at the circulation opening and the ventilation opening such that a region sealed in relation to an external environment is formed.

Abstract: Disclosed herein are thienopyrimidine meglumine salts according to Formula (I) used for treating or preventing heart failure:

Abstract: In one embodiment, a processor comprises: a first domain including a plurality of cores; a second domain including at least one graphics engine; and a power controller including a first logic to receive a first performance request from a driver of the second domain and to determine a maximum operating frequency for the first domain responsive to the first performance request. Other embodiments are described and claimed.

Abstract: In one embodiment, an apparatus comprises a memory to store executable instructions of an operating system and a processor to identify a request for data from an application; determine whether a persistent page cache stores a copy of the data, wherein the persistent page cache is directly addressable by the processor and is to cache data of a storage device that is not directly addressable by the processor; and access the data from the persistent page cache.

Abstract: Use of medical workflows where a first medical workflow is obtained from a plurality of medical acts performed in sequence that related to care of a patient. A set of condition-indication rules is applied to the first medical workflow to determine first condition information. The first condition information relates to a likelihood that a first medical condition exists in the patient.

Abstract: In some examples, target object color analysis and tagging may include ascertaining an attribute of an image, and determining, based on the ascertained attribute, a target object that is to be identified and color tagged in the image. Based on a learning model, a plurality of objects may be extracted from the image. Based on a comparison of the target object and the plurality of extracted objects, the target object may be identified in the image. Color information may be extracted from the identified target object, and a plurality of color tags associated with the identified target object may be ascertained. A plurality of color distances may be determined between the color information and the plurality of color tags. Based on a determination of a minimum color distance from the plurality of color distances, a color tag that is to be assigned to the identified target object may be determined.

Abstract: Examples may include a method of instantiating a virtual machine; instantiating a virtual device to transmit data to and receive data from assigned resources of a shared physical device by receiving input data requesting assigned resources for the virtual device, allocating assigned resources to the virtual device based at least in part on the input data, and mapping a page location in an address space of the shared physical device for a selected one of the assigned resources to a page location in a memory-mapped input/output (MMIO) space of the virtual device; and assigning the virtual device to the virtual machine, the virtual machine to transmit data to and receive data from the physical device via the MMIO space of the virtual device.

Abstract: Examples include a method of live migrating a virtual device by creating a virtual device in a virtual machine, creating first and second interfaces for the virtual device, transferring data over the first interface, detecting a disconnection of the virtual device from the virtual machine, switching data transfers for the virtual device from the first interface to the second interface, detecting a reconnection of the virtual device to the virtual machine, and switching data transfers for the virtual device from the second interface to the first interface.

Abstract: Examples may include a method of instantiating a virtual machine, instantiating a virtual device to transmit data to and receive data from assigned resources of a shared physical device; and assigning the virtual device to the virtual machine, the virtual machine to transmit data to and receive data from the physical device via the virtual device.

Abstract: Examples may include a computing platform having a host driver to get a packet descriptor of a received packet stored in a receive queue and to modify the packet descriptor from a first format to a second format. The computing platform also includes a guest virtual machine including a guest driver coupled to the host driver, the guest driver to receive the modified packet descriptor and to read a packet buffer stored in the receive queue using the modified packet descriptor, the packet buffer corresponding to the packet descriptor.

Abstract: Examples may include a method of protecting memory and I/O transactions. The method includes allocating memory for an application, assigning a resource of a physical device to the application, assigning a process address space identifier to the assigned resource, creating a security enclave to protect the allocated memory of the application, and associating the security enclave with the process address space identifier to protect the allocated memory and the assigned resource.

Abstract: Examples include a method of performing failover of in an I/O architecture by allocating a first set of resources, associated with a first port of a physical device, to a virtual device, allocating a second set of resources, associated with a second port of the physical device, to the virtual device, assigning the virtual device to a virtual machine, activating the first set of resources, and transferring data between the virtual machine and the first port using the virtual device and the first set of resources. The method further includes detecting an error in the first set of resources, deactivating the first set of resources and activating the second set of resources, and transferring data between the virtual machine and the second port using the virtual device and the second set of resources.

Abstract: A device may receive information that identifies a first medical term and may determine whether the first medical term corresponds to a first medical code, which may be a medical code previously input by a first user in association with a second medical term. Or, the first medical code may be included in a dictionary. The device may determine a valid code corresponding to the first medical term based on determining whether the first medical term corresponds to the first medical code. The valid code may be determined based on the first medical code when the first medical term corresponds to the first medical code. The valid code may be determined based on a second medical code, input by a second user, when the first medical term does not correspond to the first medical code. The device may provide information that identifies the valid code.

Abstract: Systems and methods of enabling power management in a micro server include providing multiple cores, a power management module coupled to the cores, and one or more peripherals coupled to the power management module. The power management module may be configured to cause the one or more peripherals to delay operations based on determining that the cores are in a first power consumption state, and place the cores in a second power consumption state for a predetermined time period. The second power consumption state may consume less power than the first power consumption state. The power management module may cause the one or more peripherals to resume their operations based on expiration of the predetermined time period and may place the cores in a third power consumption state based on the expiration of the time period.

Abstract: In some examples, image content moderation may include classifying, based on a learning model, an object displayed in an image into a category. Further, image content moderation may include detecting, based on another learning model, the object, refining the detected object based on a label, and determining, based on the another learning model, a category for the refined detected object. Further, image content moderation may include identifying, based on the label, a keyword associated with the object, and determining, based on the identified keyword, a category for the object. Further, image content moderation may include categorizing, based on a set of rules, the object into a category, and moderating image content by categorizing, based on aforementioned analysis the object into a category. Yet further, image content moderation may include tagging, based on fusion-based tagging, the object with a category and a color associated with the object.

Abstract: In some examples, target object color analysis and tagging may include ascertaining an attribute of an image, and determining, based on the ascertained attribute, a target object that is to be identified and color tagged in the image. Based on a learning model, a plurality of objects may be extracted from the image. Based on a comparison of the target object and the plurality of extracted objects, the target object may be identified in the image. Color information may be extracted from the identified target object, and a plurality of color tags associated with the identified target object may be ascertained. A plurality of color distances may be determined between the color information and the plurality of color tags. Based on a determination of a minimum color distance from the plurality of color distances, a color tag that is to be assigned to the identified target object may be determined.

Abstract: Provided are methods of separating one or more components from a fluid by using membranes and other materials comprising polymer graft nanoparticles arranged in a lattice structure. The disclosed compositions exhibit an increase in selectivity between two penetrants that is greater than the neat polymer selectivity for those penetrants. The compositions also exhibit an increase in selectivity between two penetrants with increasing permeability. Also provided are systems for effecting such separations, systems for agent detection, and additional methods for constructing separation components.

Abstract: In one embodiment, an apparatus comprises a memory to store executable instructions of an operating system and a processor to identify a request for data from an application; determine whether a persistent page cache stores a copy of the data, wherein the persistent page cache is directly addressable by the processor and is to cache data of a storage device that is not directly addressable by the processor; and access the data from the persistent page cache.

Abstract: A method includes receiving registration information regarding a telematics unit and a control system for each equipment piece in a plurality of equipment pieces; receiving a seed from a control system via a telematics unit for a particular equipment piece in the plurality of equipment pieces responsive to reception of a telematics session request by the control system for the particular equipment piece of the plurality of equipment pieces; authenticating the telematics unit and the control system for the particular equipment piece based on information included with the seed and the registration information; generating an encrypted key responsive to the authentication; and providing the encrypted key to the control system via the telematics unit to establish a proprietary data communication channel from the control system to the processing circuit via the telematics unit for the particular equipment piece.