Techniques for serializing objects stored in system memory are disclosed. The system may receive data representing an object stored in system memory. The system may select a particular serialization process, from among a plurality of serialization processes, for serializing the received data. The particular serialization process may be selected based at least in part on the received data. The system may serialize the data representing the object in system memory using the selected serialization process. Serializing the data may yield one or more stream objects.

Disclosed are examples of systems, apparatus, devices, computer program products, and methods implementing aspects of a decentralized content fabric. In some implementations, one or more processors are configured to execute a software stack to define a fabric node of a plurality of fabric nodes of an overlay network situated in an application layer differentiated from an internet protocol layer. The defined fabric node is configured to: obtain a request for digital content from a client device; obtain, from one or more of the plurality of fabric nodes, a plurality of content object parts of a content object representing, in the overlay network, at least a portion of the digital content; generate consumable media using: raw data stored in the content object parts, metadata stored in the content object parts, and build instructions stored in the content object parts; and provide the consumable media to the client device. In some instances, the consumable media is further generated using a digital contract stored in a blockchain.

A method for handling an exception or interrupt in a heterogeneous instruction set architecture is provided. A physical host to which the method is applied can support two instruction set architectures. When a secondary architecture virtual machine triggers an exception or interrupt, a virtual machine monitor may translate code of the exception or interrupt in a secondary instruction set architecture into code of the exception or interrupt in a primary instruction set architecture. The virtual machine monitor) may identify the code of the exception or interrupt in the primary instruction set architecture. The virtual machine monitor identifies, based on the translated code, a type of the exception or interrupt triggered by the secondary architecture virtual machine, to handle the exception or interrupt.

Systems, apparatuses and methods may provide for technology that generates a first compiler output based on input code that includes dynamically typed variable information and generates a second compiler output based on the input code, wherein the second compiler output includes type check code to verify one or more type inferences associated with the first compiler output. The technology may also execute the first compiler output and the second compiler output in parallel via different threads.

A computation graph is accessed. In the computation graph, operations to be performed are represented as interior nodes, inputs to the operations are represented as leaf nodes, and a result of the operations is represented as a root. Selected sets of the operations are combined to form respective kernels of operations. Code is generated execute the kernels of operations. The code is executed to determine the result.

A system includes a memory, a processor in communication with the memory, and a compiler. The compiler is configured to initialize at least one class for an application at compilation time, start a framework at compilation time, and serialize a framework container of the framework into a native image at compilation time. The processor is configured to run the native image to start the application.

Systems and methods for API-based device management for ad blocking on computing device is disclosed. API-based device management is performed using API and other method hooking within a virtual container. By directly intercepting API calls and other method calls at the application layer, no interception of network traffic is necessary, and there is no need to support network protocols at the network layer, because data can be received directly from an application. The identity of the APIs or methods to intercept and hook may be determined by analyzing a constructor or a signature in the application package.

Disclosed are examples of systems, apparatus, devices, computer program products, and methods implementing aspects of a decentralized content fabric. In some implementations, one or more processors are configured to provide fabric nodes of an overlay network, including one or more fabric nodes that receive a client's request to access digital content on the overlay network. The request includes an authorization token digitally signed by or on behalf of a user of the client. The fabric node(s) extract a user identifier (ID) from the authorization token, then determine that one or more rules maintained on the overlay network are satisfied. The one or more rules condition access to the digital content upon the extracted user ID matching an ID associated with an owner of a digital instrument. The digital instrument, which can be a non-fungible token, is stored in a blockchain ledger as a unique representation of the digital content.

The present technology includes applying a security policy by an application security system to a transaction within an application that is monitored by the application security system. The present technology includes monitoring transaction occurring between a client device an application over a network. The present technology also includes identifying a first transaction from the transactions as a sensitive transaction. The sensitive transaction is associated with an authentication policy requiring an authentication. The present technology also includes interrupting the application. The present technology also includes prompting the client device for the authentication.

Embodiments described herein are directed to a programming language trigger mechanism. The trigger mechanism is a small piece of code that a software developer utilizes in a computer program. The trigger mechanism enables computing operations or tasks to be performed asynchronously and in a parallel fashion. In particular, logic (e.g., operations or tasks) associated with the trigger mechanism are provided to a plurality of resources for processing in parallel. Each resource asynchronously processes the task provided thereto and asynchronously provides the result. The results are asynchronously returned as an enumeration. The enumeration enables the software developer to enumerate through the returned elements as a simple stream of results as they are calculated.