International Business Machines Corporation

Zheng Jie

Yao Liang Chen

De Shuo Kong

Hai B Zou

Sarbajit Kumar Rakshit

Yang Wang

Zhong Fang Yuan

Tong Liu

Jing Bo Jiang

Hai Ji

Yi Ming Wang

Rui W W Wang

A method includes: receiving, by a computer device, a user question; extracting, by the computer device and from a knowledge base, multiple answers to the user question; detecting, by the computer device, a first relationship entity that exists in a subset of the multiple answers to the user question; determining, by the computer device, that the first relationship entity is a condition, the condition being a relationship entity that has different values in the subset of the multiple answers; generating, by the computer device, a first follow-up question that solicits a value of the condition; receiving, by the computer device, an answer to the first follow-up question; and determining, by the computer device, a number of the subset of the multiple answers that have a value of the condition that matches the answer to the first follow-up question.

Intelligent leading multi-round interactive automated information system

A method, computer program product, and system include a processor(s) generates a representation of microservice communications within a network. The processor(s) updates the representation, based on monitoring deployments of microservices within the network. The processor(s) identifies individual service clusters within the network. The processor(s) selects each cluster from the identified service clusters, and for each cluster, evaluates whether to recommend mergers of a portion of the microservices deployed to each cluster. The processor(s) recommends at least one merger for a given cluster of the identified services clusters. Based on the recommending, the processor(s) generates a what-if analysis for the at least one merger.

Microservice measurement and merging

A method, apparatus, system, and computer program product for container migration. A set of processors operates to identify a set of containers for a set of applications for a migration using a set of application performance metrics. The set of processors operates to create a set of tasks following a migration strategy to move the set of containers for the set of applications identified for the migration from a set of current physical host computers to a set of target physical host computers using the set of application performance metrics. The set of processors operates to move the set of containers for the set of applications from the set of current physical host computers to the set of target physical host computers using the set of tasks following the migration strategy.

Automatic container migration system

A system, method, and computer program product for implementing cognitive natural language processing software framework optimization is provided. The method includes receiving instructions associated with an audible user input of a user. An AI input intention of the user is determined and key information is extracted from the audible user input. The key information is inputted into a generated database table and additional key information is retrieved from a dialog table. A supplementary database table comprising the additional key information is generated and the key information is spliced with the additional key information. A resulting spliced data structure is merged into a final database table and natural language is converted into a request code structure within an SQL structure and an interactive AI interface presenting results of the converting is generated. Operational functionality of an AI device is enabled for audibly presenting results of the conversion.

Cognitive natural language processing software framework optimization

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Beijing, China

Zheng Jie