Cisco Technology, Inc.

Brightmind Labs Inc.

Pramod Cherukumilli

Samar Sharma

Diheng Qu

Chao Feng

Nitesh G Soni

Suresh Kumar Nalluru

Edward Fritz L Morris

This disclosure provides methods, systems, and storage media for automatically generating curricula. The method is performed by one or more machine learning models and one or more algorithms. The method comprises receiving user input related to a subject matter for learning; searching a database for keywords of material related to the subject matter; generating knowledge areas in response to the keywords of the material; searching one or more databases for modules that include material related to the subject matter in response to the generated knowledge areas; populating a map with the knowledge areas; and associating, in the map, modules with the knowledge areas. The subject matter for learning may comprise career skills, job skills, academic disciplines, or areas of general knowledge. For example, the methods, systems, and storage media may be configured to create personalized curriculum based on career type, industry, company, role, or discipline.

Systems and methods for autonomous creation of personalized job or career training curricula

The disclosure provides for a method, system and storage medium for automatically generating a curriculum. The method comprises receiving user input related to a subject matter for learning; searching a database for titles of educational material related to the subject matter; generating areas of education in response to the titles of the education material; searching the database for modules that include education material related to the subject matter in response to the generated areas of education; populating a map with the areas of education; and associating, in the map, modules with the areas of education.

Systems and methods for autonomous creation of personalized, self-updating curricula

Methods and apparatus for providing one-arm node clustering using a port channel are provided herein. An example application node may be communicatively connected to at least one application node, and the application node may be connected to a network through a port channel. The application node may include: a link included in the port channel for accommodating the network data being communicated between the remote client and server; and a processor configured to send/receive a cluster control packet to/from the at least one application node through the link included in the port channel.

Methods and apparatus for providing one-arm node clustering using a port channel

Growing community of inventors

Belmont, CA, United States of America

Pramod Cherukumilli