International Business Machines Corporation

Airbnb, Inc.

Frederick Y Wu

Shang Qing Guo

Sai Zeng

Maja Vukovic

Daniela Rosu

Constantin Mircea Adam

Jinho Hwang

Anup Kalia

John Joseph Rofrano

Nikolaos Anerousis

Brian L Peterson

Rajeev Puri

Yaoping Ruan

Anuradha Bhamidipaty

Rong Liu

Santhosh Babu Kumaran

Shivali Agarwal

Anil Nigam

Mitesh H Vasa

Anubha Verma

Cashchakanithara Venugopal

Suman K Pathapati

Ramesh S Palakodeti

Clifford A Pickover

Florian Pinel

Roman Vaculin

Mathews Thomas

Jin Xiao

Robert Filepp

Ying Huang

Christopher Charles Young

Richard Baxter Hull

Kumar Bhaskaran

Shubir Kapoor

Jun-Jang Jeng

Fenno F Heath, Iii

Jana Koehler

Yiming Ye

William J Hladik, Jr

Amaresh Rajasekharan

Tsz Simon Cheng

Rainer F Hauser

Tian J Chao

Rainer Kerth

Chian-Rou Shieh

Zhe Shan

Cashchakanith Venugopal

Jose R Figueroa

Generating a user interface template is provided. A user context corresponding to an action request by a user to perform a task on a computer is determined. A set of user interface templates corresponding to the action request by the user and the user context is retrieved. Components of different user interface templates within the set of user interface templates are compared. Relevant components of the different user interface templates are combined based on the action request by the user and the user context. The user interface template corresponding to the action request by the user and the user context is generated based on the combined relevant components of the different user interface templates.

Generating templates for automated user interface components and validation rules based on context

An embodiment includes a method for use in managing a system comprising one or more computers, each computer comprising at least one hardware processor coupled to at least one memory. The method comprises a computer-implemented manager: detecting that the system is in an unhealthy state; determining a set of one or more possible actions to remedy the unhealthy state of the system; selecting at least one action of the set of one or more possible actions; and constructing a service request implementing the selected at least one action; wherein at least one of the detecting, determining, selecting, and constructing is based at least in part on applying a reinforcement learning algorithm.

Cognitive service request construction

A self-service experience for a change requester is provided. Authorized endpoint changes are identified along with corresponding change types. Resource attributes are identified and corresponding parameters of the resources are changed according to change window requirements. Where the changes comply with business policies, the changes are executed.

Self-service server change management

A system management tool, with a risk assessment mode enabled, is executed within an execution infrastructure on a management computer system, to manage a target computer system in a production situation. When the execution of the tool reaches a risk segment which raises risk for the target system, a user is informed of at least one action to be executed in the risk segment. If the user agrees, the tool is allowed to execute in an automatic mode until an end of the risk segment is reached. Feedback is obtained from the user regarding safety of the risk segment; and the steps are repeated for a plurality of additional risk segments until the tool is deemed safe for all of the risk segments, after which the tool is transitioned from the risk assessment mode to an automatic mode of operation.

Building confidence of system administrator in productivity tools and incremental expansion of adoption

One or more embodiments identify server management actions for resolving problems associated with one or more nodes in information technology infrastructure. In one embodiment, a node-ticket record for an information processing node associated with at least one problem ticket is generated. A set of node-ticket clusters is queried based on the node-ticket record. Each of the set of node-ticket clusters maps a set of server management actions to set of historical node-ticket records associated with the node-ticket cluster. The set of server management actions was previously performed to resolve at least one operational problem associated with at least one information processing node. At least one set of server management actions associated with at least one of the set of node-ticket clusters corresponding to the node-ticket record within a given threshold is identified based on the querying.

Recommending server management actions for information processing systems

Generating a user interface template by combining relevant components of the different user interface templates based on the action request by the user and the user context

On a computer system, a shell is invoked, through which a plurality of commands and/or scripts can be executed. Individual ones of the plurality of commands and/or scripts are validated. Given individual ones of the plurality of commands and/or scripts, for which the validation is successful, are executed via the shell.

Protected shell for risk validation

A method is provided to eliminate many of the manual steps in a server change management process, creating a self-service experience for a change requester. The method may automatically retrieve the current state of a server; constrain the requested change to a valid, feasible specification; verify that the requested change is compliant with business policies; implement the changes automatically; and develop a knowledge base of automated change risk that is used to modify the change management business process by identifying safe changes that can be performed outside of change windows and/or during change freezes. The method can be applied to changes to physical servers, virtual servers, and servers in a cloud environment.

A method and system of processing an information technology (IT) electronic request is provided. The electronic request is received in natural language from a user. Parameters of the electronic request are extracted. A risk of the electronic request is determined. A policy based on the parameters and the risk of the electronic request is determined and executed. A level of trust between the user and the computer device is calculated based on the determined risk and an outcome of the execution of the policy. A conversation pattern of the computer device toward the user is adjusted based on the calculated level of trust.

Unidirectional trust based decision making for information technology conversation agents

An embodiment of the invention provides a system and method for risk-aware multiple factor authentication based on pattern recognition and calendar. Recent activity performed by the user can be obtained from data sources and stored in a user transaction database. An interface can receive a login name from a user; and, a processor can select one or more security questions regarding the recent activity performed by the user. The interface can receive an answer to the security question(s) from the user; and, the processor can determine whether the answer(s) matches data stored in the user transaction database and is associated with the login name of the user.

Risk-aware multiple factor authentication based on pattern recognition and calendar

It is determined whether a user is authorized to carry out a management operation on a plurality of information technology assets in parallel, based on a role of the user and at least one characteristic of the management operation. A risk level of the management operation, and at least one characteristic of the plurality of information technology assets, are both determined. Based on the risk level and the at least one characteristic of the plurality of information technology assets, an execution pattern for the management operation is specified. In at least some cases, the management operation is carried out on the plurality of information technology assets in parallel, in accordance with the execution pattern.

Managing risk in multi-node automation of endpoint management

A method to perform server provisioning on a plurality of computer systems to generate a plurality of target virtual machines includes: obtaining configurations from a pool comprising at least one existing candidate virtual server or server image through a discovery process; performing a clustering analysis on the configurations to group the configurations into at least two groups; and for each group, selecting a configuration from among the configurations of the group as a candidate virtual machine image; determining a cost of actions required to be performed on the candidate virtual image to result in target virtual machines with a same configuration as the configurations of the group; and selecting the candidate virtual image with the lowest cost.

Server build optimization

A system comprises a plurality of user devices and a conference call bridge connected to the plurality of end user devices via one or more networks. The conference call bridge is configured to connect to a given one of the plurality of user devices, receive a passcode from the given user device, and authenticate the given user device using the passcode. The passcode is personal to the given user.

Conference call authentication utilizing passcodes personal to users

Growing community of inventors

Greenwich, CT, United States of America

Frederick Y Wu