International Business Machines Corporation

Jing Quan

Hui Li

Juan Zhang

Si Bin Fan

Shan Yu

Andrew Anthony Emmett

Hao Lian

Jian Wang

Jing Li

Qin Qiong Zhang

Yong Hu

Qiang Liu

Na Lv

Hui Qiu

Xing Xing Di

Wei Shan

Jin Yang Li

Wei Chuan Liu

Gu Juan

Meilin Cheng

A computer-implemented method, system, and computer program product for identifying application programming interface relationships of a product. Entity information for the product is generated. The entity information identifies a plurality of entities of the product, attributes of the entities, and relationships between the entities. The plurality of entities include application programming interfaces of the product and other entities of the product. The entity information is processed by a graph attention network to identify degrees of relationships between the application programming interfaces and the entities of the product.

Artificial intelligence driven identification of application programming interface relationships

A method, computer program product, and system are provided. A resource exhaustion is predicted based on the available resource and a consumption speed of the resource in a bare-metal server. Then it is determined whether the resource exhaustion will have an impact on the Service Level Agreement (SLA) and, responsive to the determination that the resource exhaustion will have an impact on the SLA, a control of the resource consumption speed is enacted to slow down the resource exhaustion and to maintain the SLA.

Resource consumption control

Automated devices send messages of a first batch sequence individually to a target queue of a receiving node of a cluster of server nodes, the messages having a different sequence number indicative of their relative positions within the batch sequence, and each is associated with a first logic unit of work identifier. In response to determining that a message counter meets a threshold, a force commit packet is generated to include the sequence number of the last batch message sent to the target queue. If the force commit packet sequence number is not the last position number within the batch sequence, a second logic unit of work identifier is associated with a subset sequence of the batch of messages having sequence numbers spanning from the first number to the force commit packet sequence number, and the subset sequence messages are committed to the receiving node target queue.

Proactive channel agent

Embodiments of the present invention relate to a machine, a method and a computer program product for partial information capture and processing. A touch input that draws a pattern can be detected on a lid of a machine, where the lid is touch-sensitive and is operable to cover an object to be processed. Specifically, the lid allows a user to see at least a part of the object. In response to detecting the touch input on the lid, a part of the object is identified based on the pattern. Then the machine generates a processing result that only contains the identified part of the object.

Partial information capture and processing

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Beijing, China

Jing Quan