Abstract: Methods, systems, and computer-readable media for orchestration of computations using a remote repository are disclosed. A representation of one or more inputs to a computation is stored in a repository. The computation is assigned to one or more hosts of a plurality of hosts. A representation of program code executable to perform the computation is stored in the repository. A local copy of the one or more inputs is stored on the one or more hosts. The computation is initiated on the one or more hosts using the program code and the local copy of the one or more inputs. The computation is initiated for a plurality of keys. The computation succeeds for one or more keys after the computation has failed for one or more other keys. A representation of one or more outputs of the computation is stored in the repository.

Abstract: Embodiments described herein provide techniques for in-line compiling of UDFs in other programming languages. These techniques enable faster programming iterations because it allows users to compile directly in the cloud processing system. Moreover, it allows the UDFs to tie into existing libraries. The compiled results are treated as sensitive and handled with appropriate security policies, as with any other user data in the system.

Abstract: Embodiments of the innovation relate to, in a development device, a method of generating a backend application for execution by a server device. The method comprises receiving, by the development device, ontology information associated with an enterprise domain, the ontology information including syntactic information and semantic information; applying, by the development device, a metaprogramming engine to the ontology information to generate the backend application; and forwarding, by the development device, the backend application to the server device.

Abstract: In a software product installed in a given computing environment, wherein the software product when installed is configured to operate in accordance with a licensing model having a first licensing functionality, a method receives an instruction to modify the licensing model to enable the software product to operate in accordance with a second licensing functionality. The method then automatically modifies the licensing model to enable the software product to operate in accordance with the second licensing functionality.

Abstract: An application development editor displays in a graphical user interface a list or other arrangement of variations based on or applying to conditions in the application, each variation being associated with one or more changes in properties or events in the application. The editor enables a user to select a specific variation and then displays the user interface implications or consequences of that selection. Selecting a specific variation is programmatically equivalent to a specific conditional logic branch or ‘if . . . then’ code sequence. The invention enable someone with no, or very limited, code writing skills, such as a designer, to be able to produce an application with fully functioning, correct and potentially complex conditional logic.

Abstract: A non-volatile memory includes a first block and a second block. The first block is used to store first firmware. The second block is used to store second firmware. A method of controlling the non-volatile memory includes comparing a version of the first firmware and a version of the second firmware, if a comparison result between the version of the first firmware and the version of the second firmware indicates that the second firmware is newer than the first firmware, employing the second firmware to perform a boot process, and if the boot process is successful, upgrading a portion of a firmware image to the first block whenever there is a firmware upgrade request after the boot process.

Abstract: To access metadata when debugging a device, debug access port circuitry including a debug interface receives commands from a debugger, and a bus interface coupled to a bus enables the debugger to access a memory system of the device. The device operates on data granules having associated metadata items, and the bus interface enables communication of both the data granules and the metadata items over the bus. The debug access port circuitry has storage elements accessible via the commands issued from the debugger, such that the accesses performed within the memory system via the bus interface are controlled in dependence on the storage elements accessed by the commands. A metadata storage element stores metadata items, and the debug access port circuitry is responsive to a command from the debugger to perform a memory direct access to transfer metadata items between the metadata storage element and the memory system.

Abstract: Implementations described herein relate to methods, systems, and computer-readable media for automated computer configuration. In some implementations, a method includes providing a configuration tool on a computer. The method further includes accessing a configuration file that includes configuration settings, wherein the configuration file is a plain text file. The method further includes selecting particular settings for the computer from the configuration settings based at least in part on the configuration file and identification information of the computer. The method further includes automatically configuring the computer with particular software that is identified based on the particular settings.

Abstract: Optimizing runtime alias checks includes identifying, by a compiler, a base pointer and a plurality of different memory accesses based on the base pointer in a code loop; generating, by the compiler, a first portion of runtime code to determine a minimum access and a maximum access of the plurality of different memory accesses; and generating, by the compiler, a second portion of runtime code including one or more runtime alias checks for the minimum access and one or more runtime alias checks for the maximum access.

Abstract: A system, method, and computer-readable medium are disclosed for improved management of software applications used on a device of a business entity. A determination is made if software applications are needed for the device. Application program interface (API) calls are performed for needed software applications from one or more sources, including third-party providers. The needed software applications are fetched from the one or more sources through communication channels established by the API calls; and authenticating fetched software applications prior to installing on the device.

Abstract: An information handling system may include at least one processor; and a non-transitory memory coupled to the at least one processor. The information handling system may be configured to manage an upgrade of a cluster of N host systems by: receiving an indication of a number M of host systems of the cluster that are needed to satisfy an operational requirement of the cluster; removing N-M of the host systems from the cluster; causing the removed host systems to be upgraded in parallel; and adding at least one of the removed host systems back to the cluster after the at least one of the removed host systems has completed the upgrade.

Abstract: Provided is a method for recognizing a weak point in an original program using a test program, the original program being configured to perform a predetermined function on input data when executed in a predetermined runtime environment and the test program being configured to execute the same predetermined function on the input data when executed in the predetermined runtime environment, including: executing the original program and the test program in parallel on identical input data in the predetermined runtime environment; obtaining a test information characterizing the execution of the test program; and determining whether the original program has a weak point based on a comparison of the test information with a predetermined weak point information indicating conditions for recognizing weak points. Weak points of a program can be determined dynamically, without having to perform a time consuming testing in an artificial test environment.

Abstract: Support is provided for remote monitoring and management of non-standard devices of an IHS (Information Handling System) that are not supported by a remote management interface, such as the Redfish management interface. The IHS may be configured for remote management of a non-standard device as part of the manufacture of the IHS. Software for management of the non-standard device is validated against a checksum stored to the IHS during its manufacture to confirm the software for managing the non-standard device has not been altered. If the software is validated, the software is used to initialize a plugin for management of the non-standard device. Data collected by the plugin from monitoring of the non-standard device is provided to a remote access controller of the IHS and the remote access controller issues commands to the non-standard device via the plugin.

Abstract: Embodiments herein describe a retroactive tracer that retroactively generates traces using data stored in local caches. Rather than continually generating and collecting tracing data in a distributed system (which may requires massive amounts of storage and bandwidth), the embodiments herein store tracing data in local caches corresponding to nodes in the distributed system (e.g., a service, application, virtual machine, server, network device, etc.). When an error is detected when executing a task, the retroactive tracer can broadcast a request that the nodes send any trace data they may have corresponding to that task. The tracer can then retroactively generate the trace from the collected trace data. In contrast, if a task completes without an error, the nodes delete the trace data from their local caches (i.e., the trace data is not collected by the retroactive tracer).

Abstract: This application describes methods, systems, and apparatus, including computer programs encoded on computer storage media, of an AI-assisted compiler. An example method includes obtaining intermediate code and executable code generated by compiling a computer program with a compiler; determining a reward based on one or more traces obtained by executing the executable code in a runtime system; generating an embedding vector based on the intermediate code and the one or more traces to represent code execution states; determining, using a reinforcement learning agent, one or more optimization actions based on the embedding vector and the reward; and updating the compiler by applying the one or more optimization actions.

Abstract: Techniques are described for compiling source code to generate graph-optimized intermediate representation instructions of the source code that implement techniques for optimizing algorithms for graph analysis. A compiler, executing on a computing device, receives source code instructions for a program to be compiled. The compiler identifies a target expression, within the source code instructions, that invokes a particular method call on a particular object type. The target expression contains a target block of code to be translated into an intermediate representation using graph-optimized compilation techniques. The compiler generates a block of graph-specific intermediate representation instructions to replace the target expression. The compiler compiles the source code instructions to generate intermediate representation instructions, where the intermediate representation instructions include the block of graph-specific intermediate representation instructions in place of the target expression.

Abstract: Bugs in container images can be rapidly identified. For example, a computing device can receive first metadata about a first container image that includes a first version of a piece of software and second metadata about a second container image that includes a second version of the piece of software. The computing device can obtain first source code from a first location indicated in the first metadata and second source code from a second location indicated in the second metadata. The computing device can determine a difference between the first container image and the second container image by comparing the first source code to the second source code. The computing device can generate an output for display indicating the difference between the first container image and the second container image.

Abstract: Systems and methods for prioritizing enhancement and/or improvements of features of a user application are disclosed. In at least one embodiment, a method includes retrieving analytics data generated by an analytics engine, where the analytics data includes data relating to user interactions with a feature of the user application. A plurality of vectors is generated from the analytics data. The plurality of vectors include vectors corresponding to user interactions with the feature. A priority is assigned to enhancing and/or improving the feature of the user application based on a weighted sum of the plurality of vectors.

Abstract: First and second neighboring bit sequences containing machine language are determined to be (latently) separable. Such determination may be partly based on suitability for separation and partly based on environmental readiness, for example. If separability is determined, any of several response protocols may ensue. For example one or both of the bit sequences may be moved, modified, or trapped as part of a moving target defense.

Abstract: The disclosure invention provides a method for executing a program compiled for a source architecture on a machine having a different target architecture, a non-transitory computer readable medium configured to store instructions for performing such a method, and a system for performing such a method.