Abstract: Embodiments of an invention for virtualization exceptions are disclosed. In one embodiment, a processor includes instruction hardware, control logic, and execution hardware. The instruction hardware is to receive a plurality of instructions, including an instruction to enter a virtual machine. The control logic is to determine, in response to a privileged event occurring within the virtual machine, whether to generate a virtualization exception. The execution hardware is to generate a virtualization exception in response to the control logic determining to generate a virtualization exception.

Abstract: A virtual runtime module that omits an internal functional implementation of an associated executable module and that includes a runtime-resolvable public interface of the associated executable module is obtained using a processor within a module-based system. The virtual runtime module within the module-based system is resolved, using the runtime-resolvable public interface of the virtual runtime module, to satisfy dependencies associated with the executable module within the module-based system. At least a portion of the internal functional implementation of the associated executable module within the module-based system is installed during runtime using the resolved virtual runtime module.

Abstract: Systems and methods are provided for parallel processing of datasets with dynamic skew compensation. The disclosed systems and methods may increase the efficiency of dataset processing by imposing maximum size limits on parallel processing environment tasks. The disclosed systems and methods may generate a target partition of a variable, a database storing data elements, a cluster that generates one or more output files based on the target partition and the data elements, and a display device that displays analysis results for the target partition using the one or more output files. Generation may comprise creating a calculation partition, mapping data elements according to the calculation partition, and generating the one or more output files based on the mapped data elements. The calculation partition may depend on a target partition and a uniform partition that partitions values based on one or more of statistical measures and pseudorandom functions.

Abstract: A job assignment apparatus includes a processor configured to perform assignment of a first job to a first arithmetic device and a second arithmetic device in such a way that data is transmitted in a first direction, the first job being processed in a process algorithm in which a plurality of arithmetic devices sequentially transmit data, the first arithmetic device being connected to the second arithmetic device via a first switch and a second switch, the first direction being a direction from the first switch to the second switch, and perform assignment of a second job to a third arithmetic device and a fourth arithmetic device in such a way that data is transmitted in a second direction, the third arithmetic device being connected to the fourth arithmetic device via the first switch and the second switch, the second direction being a different direction from the first direction.

Abstract: Managing seamless server halt and restart is provided. A suspend event corresponding to a non-non-volatile dual-inline memory module (non-NVDIMM) server that comprises a set of virtual machines is received. In response to receiving the suspend event corresponding to the non-NVDIMM server, running virtual machine processes are stopped on the non-NVDIMM server. Virtual machine state information corresponding to stopped non-NVDIMM server virtual machine processes is saved on a set of non-volatile dual-inline memory modules (NVDIMMs) located in a non-volatile dual-inline memory module (NVDIMM) server.

Abstract: Systems, methods and computer program products are provided. Metadata associated with an integration flow comprising a sequence of nodes are received. The metadata identifies data in one or more data objects used by the nodes of the integration flow. In response to initiation of the integration flow, an input data object is received. Initial context data for the integration flow are extracted, from the input data object, based on the metadata. The context data is processed at each of the nodes of the integration flow, wherein one or more of the nodes adds data from its output data object to the context data based on the metadata. Remaining data from the output data objects of one or more of the nodes which was not added to the context data based on the metadata is discarded.

Abstract: Techniques for instantiating container instances from a pool of available container instances are described herein. An instance type is determined from a container description such that the instance type satisfies the resource parameters in the container description. An instance of the instance type is selected from a pool of running container instances, the instance is provisioned, and a container is instantiated on the instance.

Abstract: Usage instrumented workload scheduling is disclosed. For example, a plurality of nodes host first and second pluralities of guests. An orchestrator includes a usage monitor, a workload classifier, and a scheduler, and executes on a processor to track, by the usage monitor, respective usage patterns of a plurality of accounts including a first account. A first workload is received from the first account, which has a first account factor based on the respective usage patterns of the first account. The first workload is assigned by the workload classifier to a first workload type of a plurality of workload types. The first workload is assigned by the scheduler to the first plurality of guests based on the first account factor and the first workload type.

Abstract: The present invention relates to computer systems, computer implemented methods and computer executable code configured to provide secure PC solutions based on a virtual desktop infrastructure (VDI) including IPTV via VDI to secure locations such as prison cells. The invention is embodied in a networked system that provides a plurality of virtual machines that are hosted in a Virtual Environment, with data stored in a shared Storage Area Network (SAN). Secure application streaming technology is applied as a broker to deliver a secure user experience to the end users. The solution is based on providing a complete end-to-end solution delivering published apps to users on in-cell devices. The system is configured to provide functionalities including: (i) streaming of TV services to the cells via IPTV; and (ii) eLearning via the VDI environment.

Abstract: Efficient instantiation of encrypted guests is disclosed. In an example, a first host with a first hypervisor is separated from a second host with a second hypervisor by a network. The first hypervisor executes to allocate a requested amount of memory associated with a first guest on the first host. Pages of the requested amount of memory written to by a boot process of the first guest are tracked. The second hypervisor is requested to allocate the requested amount of memory on the second host. All tracked pages written to by the boot process are transferred to the second host. In response to transferring all of the tracked pages, a transfer completion confirmation is sent to the second hypervisor and a second guest that is a migrated copy of the first guest is instantiated on the second host with the transferred pages from the first guest.

Abstract: Systems, methods, and software technology for governing resource utilization in a computing environment. In an implementation, a governance thread started by a job manager process identifies threads running within the job manager process and associates each of the threads with one of various jobs. The governance thread then tracks a resource utilization level of each of the jobs based on the resource utilization level of each of the threads associated with the job. When the resource utilization level of any of the jobs exceeds a threshold, the governance thread is able to shut down at least one of the threads associated with the job.

Abstract: Aspects of the disclosure relate to cloud service automation of common image management. An image update orchestrator may receive a request to upgrade a virtual machine image. The image update orchestrator may spin up an instance of a virtual machine and provision the instance of the virtual machine with a virtual machine image and cause to install a plurality of software updates to the instance of the virtual machine. The image update orchestrator may take a snapshot of the instance of the virtual machine and generate a sealed master image. Finally, the image update orchestrator may cause to deploy, to one or more policy managed devices, the sealed master image.

Abstract: An apparatus includes an interface and a processor. The interface is configured to receive attributes of communication connections of multiple workloads running in a computing system. The processor is configured to automatically segment the multiple workloads into groups based on the attributes of the communication connections, wherein the workloads in each group collectively run a respective application.

Abstract: Techniques for providing customer feedback related to virtual machine instance maintenance events are described herein. A customer is provided with an event message specifying a virtual machine maintenance operation and a proposed time to perform that virtual machine maintenance operation. A response that specifies the time that the customer wishes to perform the virtual machine maintenance operation is received and the virtual machine maintenance operation is scheduled based at least in part on that specified time.

Abstract: A system and method for detecting and fixing robotic process automation failures, including collecting tasks from at least one client computerized device, processing the tasks via robotic process automation, collecting tasks that failed to complete per task type, recording successful execution steps per each of the failed tasks, evaluating the recorded successful execution steps with respect to the failed task types, and providing selected execution steps that best fix the failed tasks, thereby fixing the robotic process automation failures.

Abstract: A virtual time control apparatus, method, and non-transitory computer readable storage medium thereof are provided. The virtual time control apparatus includes a system timer, a real time clock, and a processing unit, wherein the processing unit is electrically connected to the system timer and the real time clock. The system timer has an original timer period, while the real time clock has an original tick period. The processing unit executes a hypervisor. The hypervisor generates a virtual timer period according to an adjustment ratio and the original timer period. The hypervisor generates a virtual tick period according to the adjustment ratio and the original tick period.

Abstract: Embodiments of the invention enable any request to download data to a computer system to be performed such that the requested data is stored in a dedicated virtual machine. A request to transfer data from an external location to the computer system is received. The request may originate from a process in a virtual machine or a host operating system. A connection with the external location using parameters identified in the request. The request is performed by transferring the data from the external location to a dedicated virtual machine which does not have access to the file system and cannot persistently store data on the computer system. One or more dedicated virtual machines may be instantiated as needed. A single dedicated virtual machine may accommodate multiple downloads concurrently.

Abstract: Techniques related to graphics processor workload acceleration are discussed. Such techniques may include combining multiple media tasks into one function call, providing a single batched media command set for the media tasks based on the one function call and a batched media command template, and performing the media tasks based on the single batched media command set to generate output media data.

Abstract: Techniques for packaging and deploying algorithms utilizing containers for flexible machine learning are described. In some embodiments, users can create or utilize simple containers adhering to a specification of a machine learning service in a provider network, where the containers include code for how a machine learning model is to be trained and/or executed. The machine learning service can automatically train a model and/or host a model using the containers. The containers can use a wide variety of algorithms and use a variety of types of languages, libraries, data types, etc. Users can thus implement machine learning training and/or hosting with extremely minimal knowledge of how the overall training and/or hosting is actually performed.

Abstract: Embodiments for implementing partial synchronization between compute processes based on threshold specification in a computing environment. One or more compute processes may be synchronized in one of a plurality of types of computing platforms using a barrier having a barrier release condition based on a threshold of one or more measures. The barrier is defined according to one or more parameters. The one or more compute processes may be released via the barrier upon exceeding the threshold of the one or more measures.