International Business Machines Corporation

Ca, Inc.

Neil Boyette

Vikas Krishna

Timothy Joel Bethea

Isaac K Cheng

Rama Kalyani T Akkiraju

Anbang Xu

Isaac Kam-Chak Cheng

Jameel Ahmed Kaladgi

Xiaotong Liu

Lu An

Yongshin Yu

Yolanda A Rankin

An-Jie Andy Tu

A computer-implemented method, a computer program product, and a computer system for log anomaly detection. A computer receives a windowed log of incoming raw log messages. A computer compares statistical distribution metrics of entities in the windowed log with a statistical distribution extracted from a real-time statistical model for the entities. In response to the statistical distribution metrics being statistically different from the statistical distribution extracted from the real-time statistical model for the entities, a computer tags the windowed log as an entity anomaly. A computer computes a distance between an average word embedding vector in the windowed log and a statistical distribution extracted form a real-time statistical model for word embeddings. In response to the distance being greater than a predetermined threshold, a computer tags the windowed log as a word embedding anomaly. A computer sends to a user an alert with an anomaly severity level.

Log anomaly detection in continuous artificial intelligence for it operations

A method includes performing operations as follows on a processor: receiving a notification associated with an application, the application being accessible via a mobile device, determining an importance of the notification based on a plurality of factors that provide context for a reason for the notification, comparing the importance of the notification with an importance threshold, performing one of queuing the notification without generating an alert on the mobile device and generating the alert on the mobile device based on the comparing of the importance of the notification with the importance threshold.

Context and environmentally aware notifications on mobile devices

A computer program product that includes a computer useable storage medium to store a computer readable program that, when executed on a computer, causes the computer to perform operations, including operations to incorporate an entity specification into a business process in response to an input by a user, determine a multifunction printer (MFP) from a heterogeneous mix of MFPs for implementation of the business process, and generate an executable to execute on the MFP. The entity specification describes an element of a document and is associated with the business process. The MFP has an associated executable language and a graphical user interface (GUI) specification. The executable conforms to the executable language and the GUI specification, is generated from the entity specification and the business process, and performs the business process when executed by the MFP.

System and apparatus for generation of executables for a heterogeneous mix of multifunction printers

A method includes performing operations as follows on a processor: receiving a request for a content item from a mobile device, determining that the content item is protected by a security policy, the security policy comprising an environmental factor associated with the use of the mobile device, ghosting a portion of the content item based on the security policy, and sending the content item and the security policy to the mobile device.

Intelligent content ghosting on mobile devices

A method includes performing operations as follows on a processor: associating content stored on a data processing system with an event associated with a user, determining when the event is to occur, and pushing the content from the data processing system to a mobile device associated with the user not later than the occurrence of the event for storage on the mobile device.

Mobile content management for offline content access

A computer-implemented method that includes incorporating an entity specification into a business process in response to an input by a user is described. The entity specification describes an element of a document and is associated with the business process. The computer-implemented method also includes determining a multifunction printer (MFP) from a heterogeneous mix of MFPs for implementation of the business process. The MFP has an associated executable language and a graphical user interface (GUI) specification. The computer-implemented method also includes associating the entity specification with an element of the GUI specification. The computer-implemented method also includes generating, from the entity specification and the business process, an executable that conforms to the executable language and the GUI specification and performs the business process when executed by the MFP. The computer-implemented method also includes deploying the executable to the MFP.

Generation of executables for a heterogeneous mix of multifunction printers

Systems and methods for adapting an existing call flow wherein the call flow further comprises an associated data set, comprising: activating the existing call flow, the existing call flow generating a series of questions designed to obtain information from a caller; determining if an exception condition has occurred; allowing a user to activate an exception call flow in response to the exception condition; retaining the data set associated with the call flow when the exception condition occurred; adapting the data set such that the call flow addresses the exception condition; analyzing the adapted data set to determine if it is unique; and, modifying the existing call flow to incorporate the adapted data set if the adapted data set is unique.

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Oregon City, OR, United States of America

Neil Boyette