Abstract: Various approaches to efficiently allocating and utilizing hardware resources in data centers while maintaining compliance with a service level objective (SLO) specified for a computational workload is translated into a hardware-level SLO to facilitate direct enforcement by the hardware processor, e.g., using a feedback control loop or model-based mapping of the hardware-level SLO to allocations of microarchitecture resources of the processor. In some embodiments, a computational model of the hardware behavior under resource contention is used to predict the application performance (e.g., as measured in terms of the hardware-level SLO) to be expected under certain contention scenarios. Scheduling of workloads among the compute nodes within the data center may be based on such predictions. In further embodiments, configurations of microservices are optimized to minimize hardware resources while meeting a specified performance goal.

Abstract: Various embodiments for dynamically generating an advertisement in a video stream are disclosed. In one embodiment, video stream content associated with a video stream for a user device is received. Video analytics data is obtained for the video stream content, which indicates a scene recognized in the video stream content. An advertisement to be generated and inserted into the video stream content is then selected based on the scene recognized in the video stream content, and an advertisement template for generating the selected advertisement is obtained. Video advertisement content corresponding to the advertisement is then generated based on the advertisement template and the video analytics data. The video advertisement content is then inserted into the video stream content, and the modified video stream content is transmitted to the user device.

Abstract: Example methods and systems are directed to reducing latency in providing trusted execution environments (TEEs). Initializing a TEE includes multiple steps before the TEE starts executing. Besides workload-specific initialization, workload-independent initialization is performed, such as adding memory to the TEE. In function-as-a-service (FaaS) environments, a large portion of the TEE is workload-independent, and thus can be performed prior to receiving the workload. Certain steps performed during TEE initialization are identical for certain classes of workloads. Thus, the common parts of the TEE initialization sequence may be performed before the TEE is requested. When a TEE is requested for a workload in the class and the parts to specialize the TEE for its particular purpose are known, the final steps to initialize the TEE are performed.

Abstract: Apparatuses, methods, and systems for dynamic resource allocation based on quality-of-service prediction are disclosed. In embodiments, an apparatus includes quality-of-service prediction circuitry and a resource controller. The quality-of-service prediction circuitry is to make quality-of-service predictions using a model based at least in part on at least one performance counter measurements and at least one quality-of-service measurement. The resource controller is to allocate one or more shared resources based on the quality-of-service predictions and architectural performance counter measurements.

Abstract: Aspects of the embodiments are directed to systems, devices, and methods for accessing storage-as-memory. Embodiments include a microprocessor including a microprocessor system agent and a field programmable gate array (FPGA). The FPGA including an FPGA system agent to process memory access requests received from the microprocessor system agent across a communications link; a memory controller communicatively coupled to the system agent; and a high speed serial interface to link the system agent with a storage system. Embodiments can also include a storage device connected to the FPGA by the high speed serial interface.

Abstract: An apparatus and method for dynamic resource allocation with mile/performance markers.

Abstract: Methods, apparatus, systems, and articles of manufacture for loading of a container image are disclosed. An example apparatus includes a prioritizer to determine a priority level at which a container is to be executed. A container controller is to determine a first expected location for a first set of layers of the container, the container controller to determine a second expected location for a second set of layers of the container, the first expected location and the second expected location determined based on the determined priority level, the second set of layers separated from the first set of layers in an image by a landmark. A container loader is to mount the first set of layers from the first expected location. A container executor is to initiate execution of the container based on the mounted first set of layers.

Abstract: In function-as-a-service (FaaS) environments, a client makes use of a function executing within a trusted execution environment (TEE) on a FaaS server. Multiple tenants of the FaaS platform may provide functions to be executed by the FaaS platform via a gateway. Each tenant may provide code and data for any number of functions to be executed within any number of TEEs on the FaaS platform and accessed via the gateway. Additionally, each tenant may provide code and data for a single surrogate attester TEE. The client devices of the tenant use the surrogate attester TEE to attest each of the other TEEs of the tenant and establish trust with the functions in those TEEs. Once the functions have been attested, the client devices have confidence that the other TEEs of the tenant are running on the same platform as the gateway.

Abstract: Example methods and systems are directed to reducing latency in providing trusted execution environments (TEES). Initializing a TEE includes multiple steps before the TEE starts executing. Besides workload-specific initialization, workload-independent initialization is performed, such as adding memory to the TEE. In function-as-a-service (FaaS) environments, a large portion of the TEE is workload-independent, and thus can be performed prior to receiving the workload. Certain steps performed during TEE initialization are identical for certain classes of workloads. Thus, the common parts of the TEE initialization sequence may be performed before the TEE is requested. When a TEE is requested for a workload in the class and the parts to specialize the TEE for its particular purpose are known, the final steps to initialize the TEE are performed.

Abstract: In an example, there is disclosed a computing apparatus, having a computing resource; a bespoke sensor for measuring at least one parameter of usage of the computing resource; and one or more logic elements providing a trusted compute meter (TCM) agent to: receive an external workload; provision a workload enclave; execute the external workload within the TCM enclave; and measure resource usage of the external workload via the bespoke sensor. There is also disclosed a computer-readable medium having stored thereon executable instructions for providing a TCM agent, and a method of providing a TCM agent.

Abstract: In one embodiment, an apparatus comprises a processor to: identify a workload comprising a plurality of tasks; generate a workload graph based on the workload, wherein the workload graph comprises information associated with the plurality of tasks; identify a device connectivity graph, wherein the device connectivity graph comprises device connectivity information associated with a plurality of processing devices; identify a privacy policy associated with the workload; identify privacy level information associated with the plurality of processing devices; identify a privacy constraint based on the privacy policy and the privacy level information; and determine a workload schedule, wherein the workload schedule comprises a mapping of the workload onto the plurality of processing devices, and wherein the workload schedule is determined based on the privacy constraint, the workload graph, and the device connectivity graph.

Abstract: Various embodiments for dynamically generating an advertisement in a video stream are disclosed. In one embodiment, video stream content associated with a video stream for a user device is received. Video analytics data is obtained for the video stream content, which indicates a scene recognized in the video stream content. An advertisement to be generated and inserted into the video stream content is then selected based on the scene recognized in the video stream content, and an advertisement template for generating the selected advertisement is obtained. Video advertisement content corresponding to the advertisement is then generated based on the advertisement template and the video analytics data. The video advertisement content is then inserted into the video stream content, and the modified video stream content is transmitted to the user device.

Abstract: Aspects of the embodiments are directed to systems, devices, and methods for accessing storage-as-memory. Embodiments include a microprocessor including a microprocessor system agent and a field programmable gate array (FPGA). The FPGA including an FPGA system agent to process memory access requests received from the microprocessor system agent across a communications link; a memory controller communicatively coupled to the system agent; and a high speed serial interface to link the system agent with a storage system. Embodiments can also include a storage device connected to the FPGA by the high speed serial interface.

Abstract: In an example, there is disclosed a computing apparatus, having a computing resource; a bespoke sensor for measuring at least one parameter of usage of the computing resource; and one or more logic elements providing a trusted compute meter (TCM) agent to: receive an external workload; provision a workload enclave; execute the external workload within the TCM enclave; and measure resource usage of the external workload via the bespoke sensor. There is also disclosed a computer-readable medium having stored thereon executable instructions for providing a TCM agent, and a method of providing a TCM agent.

Abstract: Systems and methods may provide for capturing a user input by emulating a touch screen mechanism. In one example, the method may include identifying a point of interest on a front facing display of the device based on gaze information associated with a user of the device, identifying a hand action based on gesture information associated with the user of the device, and initiating a device action with respect to the front facing display based on the point of interest and the hand action.

Abstract: Methods and apparatus relating to geographic content addressing are described. In an embodiment, a server (such as a content server or a content delivery server) transmits content to one or more devices at a first location based on location information corresponding to the first location of the one or more devices. The location information corresponding to the first location of the one or more devices is registered prior to transmission of the content to the one or more devices at the first location (e.g., at a registry server). Other embodiments are also claimed and described.

Abstract: Systems and methods may provide for capturing a user input by emulating a touch screen mechanism. In one example, the method may include identifying a point of interest on a front facing display of the device based on gaze information associated with a user of the device, identifying a hand action based on gesture information associated with the user of the device, and initiating a device action with respect to the front facing display based on the point of interest and the hand action.

Abstract: In one embodiment, the present invention includes a method for associating a first identifier with data stored by a first agent in a cache line of a cache to indicate the identity of the first agent, and storing the first identifier with the data in the cache line and updating at least one of a plurality of counters associated with the first agent in a metadata storage in the cache, where the counter includes information regarding inter-agent interaction with respect to the cache line. Other embodiments are described and claimed.

Abstract: According to some embodiments, protocol control information is speculatively pre-fetched from an external memory unit.

Abstract: Embodiments of an apparatus, method, and system for encoding direct cache access transactions based on a memory access data structure are disclosed. In one embodiment, an apparatus includes memory access logic and transaction logic. The memory access logic is to determine whether to allow a memory access based on a memory access data structure. The transaction logic is to assign direct cache access attributes to a transaction based on the memory access data structure.