Microsoft Technology Licensing, LLC

Mudit Goel

Paul G Mayfield

Taroon Mandhana

Wei Zheng

Vivek P Kamath

Sudhakar Pasupuleti

Xuemei Bao

Anthony M Leibovitz

Mark C Schurman

Fan Yang

Dong Li

Dinan Srilal Gunawardena

Michael Alex Schroeder

Shobana Balakrishnan

Weizhen Wang

Dave Maltz

Yi Feng

Disclosed in some examples are methods, machine readable mediums, and systems for providing a list of skills a member should learn in order to achieve a particular goal. The system may provide a user interface to the member of the social networking service. Through the user interface, the member may select one or more goals that they wish to achieve. Based upon these goals, the list of skills associated with that goal may be determined&#x2014;this list is a goal set of skills. The goal set of skills may be compared to the member's current skills. Skills in the list of goal skills that the member does not already possess may be recommended to the member.

Techniques for identifying and recommending skills

Techniques for presenting a recommendation to a member of a social network in a specific field of study are described. A predictor can access, from a database in the social network, educational data of a plurality of students and post-graduate data of a plurality of graduates in the social network. Additionally, the predictor can determine a subset of students associated with a specific field of study, and can calculate a demand for the specific field of study based on the accessed data. A recommendation generator can calculate a competition value for the specific field of study based on the determined subset of students and the calculated demand for the specific field of study. Subsequently, the recommendation generator can cause a presentation, on a display of a device, of a recommendation associated with the specific field of study, the recommendation being based on the calculated competition value.

Calculating supply and demand for a field of study

Software for managing access control functions in a network. The software includes a host that receives access control commands or information and calls one or more methods. The methods perform access control functions and communicate access control results or messages to be transmitted. The host may be installed in a network peer seeking access to the network or in a server controlling access to the network. When installed in a peer, the host receives commands and exchanges information with a supplicant. When installed in an access control server, the host receives commands and exchanges information with an authenticator. The host has a flexible architecture that enables multiple features, such as allowing the same methods to be used for authentication by multiple supplicants, providing ready integration of third party access control software, simplifying network maintenance by facilitating upgrades of authenticator software and enabling access control functions other than peer authentication.

Extensible access control architecture

Systems, devices, and methods for associating network devices with users are described, which can facilitate establishing a secure user to network device association. In various embodiments, the disclosed subject matter facilitates devices providing indication of location and device identity to a user and recognizing the user is in the proximity of the device. The disclosed subject matter provides efficient and secure device to user association and can facilitate performing customized actions based on the nature of the association.

Associating network devices with users

A network state platform for managing a network having a number of network nodes is disclosed. A user provides a policy layer a high level instruction indicative of the desired network performance. The policy layer parses the high level instruction to generate a number of configuration instructions for the network nodes. The network nodes provide data logs of their activity to a data layer that collates the logs into a single entry that is stored, and can be accessed by an observation layer. External applications interface with the observation layer to access the stored data and use this information to generate requests to change portions of the network configuration. These requests are provided to a control layer that converts the requests from the applications to a high level instruction that is then provided to the policy layer to implement.

Platform for managing and configuring network state

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Redmond, WA, United States of America

Mudit Goel