Example techniques may be implemented as a method, a system or more non-transitory machine-readable media storing instructions that are executable by one or more processing devices, Operations performed by the example techniques include obtaining data representing results of tests executed by one or more test instruments on an initial set of devices under test (DUTs) in a test system; and using the data to train a machine learning model. The machine learning model is for predicting which of the tests will produce failing results for a different set of DUTs. DUTs in the different set have one or more features in common with DUTs in the initial set.

An automated test equipment (ATE) system includes a plurality of test blades each coupled to a test blade connector and mounted on a circular track; a central reference clock (CRC) having an origin point at a center of the circle; and a clock/sync connector coupled to the CRC through a zero skew clock connection to one or more sync buses, wherein each instrument utilizes the CRC to coordinate its testing process with another instrument.

An automated test equipment (ATE) system includes a plurality of test blades each coupled to a test blade connector and mounted on a circular track; a central reference clock (CRC) having an origin point at a center of the circle; and a clock/sync connector coupled to the CRC through a zero skew clock connection to one or more sync buses, wherein each instrument utilizes the CRC to coordinate its testing process with another instrument.

Data is replicated into a memory cache with non-naturally aligned data boundaries to reduce the time needed to generate test cases for testing a processor. Placing data in the non-naturally aligned data boundaries as described herein allows replicated testing of the memory cache while preserving double word and quad word boundaries in segments of the replicated test data. This allows test cases to be generated for a section of memory and then replicated throughout the memory and tested by a single test branching back and using the next strand of the replicated test data in the memory cache.

A circuit and method provide efficient stress testing of address translations in an integrated circuit such as a link processing unit. A random DMA mode (RDM) circuit provides a random input to index into a translation validation table (TVT) that is used to generate the real memory address. The RDM circuit allows testing all entries of the TVT, and thus all DMA modes, regardless of what bus agents are connected to the link processing unit. The RDM circuit may use a multiplexer to select between a runtime input and a random test input provided by the random bit generator. When the link processing unit is in a test mode a mode selection bit is asserted to select the random test input.

A circuit and method provide efficient stress testing of address translations in an integrated circuit such as a link processing unit. A random DMA mode (RDM) circuit provides a random input to index into a translation validation table (TVT) that is used to generate the real memory address. The RDM circuit allows testing all entries of the TVT, and thus all DMA modes, regardless of what bus agents are connected to the link processing unit. The RDM circuit may use a multiplexer to select between a runtime input and a random test input provided by the random bit generator. When the link processing unit is in a test mode a mode selection bit is asserted to select the random test input.

Various embodiments are directed to methods, apparatuses, and systems for performing firmware functionality testing of a gas detector device, comprising: for each gas of one or more gases; applying selected test data from test data stored locally on the gas detector device, wherein the selected test data comprise simulated sensor data and is selected based at least in part on the gas; generating one or more output signals based at least in part on processing the selected test data; and generating testing output data based at least in part on comparing the one or more output signals to one or more expected output signals for the selected test data, wherein the testing output data comprise data indicative of performance of one or more firmware functionalities of the gas detector device with respect to the gas.

A method of assessing impact of applications executed by a computing device on a memory of the computing device includes: storing, in the memory, (i) a plurality of reference write operation sizes, and (ii) for each reference write operation size, a corresponding reference endurance indicator defining a write endurance; executing, at a processor of the computing device interconnected with the memory, a monitor application simultaneously with a test application; via execution of the monitor application at the processor: generating a usage profile for the test application, the usage profile defining a measured write operation size and a measured write operation rate for write operations initiated by the test application; determining an impact indicator for the test application based on the usage profile, the reference write operation sizes and the reference endurance indicators; and presenting the impact indicator.

A stimulus/response controller within a magnetic electrical test apparatus is configured for generating and transmitting stimulus waveforms to a high-speed DAC for application to a MTJ DUT. The response signal from the MTJ DUT is applied to an ADC that digitizes and transfers the response signal to the stimulus/response controller. The stimulus/response controller has a configurable function circuit that is selectively configured for performing evaluation and analysis of the digitized stimulus and response signals. The configurable functions are structured for performing any evaluation and analysis function for determining the characteristics of the MTJ DUT(s). Examples of the evaluation and analysis operations include averaging the stimulus and/or response signals, determining the differential resistance, the degradation times, failure counts, or the bit error rate of the MTJ DUT(s). The evaluations and analysis of the MTJ DUT are then available for transfer to a tester controller within the magnetic electrical test apparatus.

Systems, apparatuses and methods provide technology that generates first data, stores the first data in a data storage of a first computing device to generate first stored data, transmits the first data as first test data along a first integrity path comprising at least one first hardware device. The technology further receives, with the first computing device, the first test data from the first integrity path and compares the first stored data to the received first test data to determine if a first data path error exists in the first integrity path.