International Business Machines Corporation

Radha Radha Mohan De

Swaminathan Balasubramanian

Ravi Prakash Bansal

Santosh S Borse

Kristin E McNeil

Itai Gordon

Miriam Nizri

A method and system for replacing a hardware device is provided. The method includes detecting current utilization attributes of an Internet of things (IOT) device connected to a server device through a network. Recommended utilization attributes of the IOT device are retrieved and analyzed with respect to the current utilization attributes. It is determined that the current utilization attributes do not equal a threshold value associated with the recommended utilization attributes and optimal utilization attributes for replacing the IOT device are determined. A network based search for locating a replacement IOT device is executed and associated results are presented to a user. A resulting process for securing the replacement device is executed.

Method, medium, and system for automated hardware device replacement

A developer is monitored by at least one sensor, and developer data is gathered from the at least one sensor. Code change data is gathered for changes made by the monitored developer to at least one area of code, and the code change data is mapped to the developer data. Test cases are run to test the at least one area of code, and to identify failed test cases. Code change data corresponding to the failed test cases is also identified, as well as developer data mapped to the corresponding code change data. Further, a prediction model that correlates test case failure with the developer data is generated. The prediction model is used to generate probabilities of failure for test cases based on a new developer data mapped to new code test data.

Developer-based test case selection

Approaches for automatically and dynamically changing message classification and priority based on Internet-Of-Things (IOT) device publication are provided. A computer-implemented method includes: receiving, by a computer device, a device status message from an Internet-of-Things (IOT) device; receiving, by the computer device, a message from a message server; assigning, by the computer device, a priority to the message based on the device status message from the IOT device; and communicating, by the computer device, the assigned priority of the message to the message server.

Dynamically changing message classification and priority based on IOT device publication

Approaches for automatically and dynamically changing message classification and priority based on Internet-Of-Things (IOT) device publication are provided. A system includes: a CPU, a computer readable memory, and a computer readable storage medium; program instructions to receive a device status message from an Internet-of-Things (IOT) device; program instructions to determine a categorization of the device status message; program instructions to determine a classification of an email message; program instructions to compare the categorization of the device status message to the classification of the email message; and program instructions to assign a priority to the email message based on the comparing. The program instructions are stored on the computer readable storage medium for execution by the CPU via the computer readable memory.

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Howrah, India

Radha Radha Mohan De