International Business Machines Corporation

Arunava Majumdar

Kyle Gene Brown

Stephan Joseph Roorda

David Bacarella

Thomas Francis McElroy

Grant J Larsen

Guruprasad Chitrapur Vasudeva

Pattern recognition by receiving a set multi-variable data records, each record including a plurality of variables, representing at least two of the plurality of variables as geometric shapes, defining a boundary enclosing the geometric shapes, configuring at least one geometric shape to move within the boundary, capturing a location of each of the geometric shapes within the boundary as a system state, one or more times, combining one or more system states as a system signature, providing a model trained to recognize patterns in system signatures, and recognizing a pattern in the system signature.

Multi-variable pattern recognition for predictive deep learning models

A computer-implementable method for protecting the integrity of dependent multi-tiered transactions is disclosed. The method includes a first application calling a transaction coordinator for the multi-tiered transaction, requesting initialization of a universal transaction context and the transaction coordinator starting a universal transaction composed of at least two component transactions by initializing the universal transaction context and returning a universal transaction identifier to the first application. The first application sending the universal transaction identifier to a second application, the second application committing a first transaction and a third application committing a second transaction depending on the first transaction. The integrity of the dependent transaction is protected by, in response to a failure of the second transaction, rolling back the second transaction and performing an atomic coordinated rollback of the first transaction.

Protecting the integrity of dependent multi-tiered transactions

A method, system and computer program product is provided for deploying software in a data processing system. A topology pattern is selected in which the selected topology pattern describes an arrangement of software and hardware devices. Augments to the selected topology pattern are received to form an augmented topology pattern after a selection of a selected topology pattern from a plurality of topology patterns. The augmented topology pattern is transformed into a set of deployable scripts, wherein the set of deployable scripts is used for the software deployment.

Model-driven software deployment in an application server

The present invention provides a method, apparatus, and computer usable code for constructing a queue namespace object having encapsulation of data stored in the queue namespace object. A series of steps may include receiving a request from a requesting program or other entity for a queue in a set of queues using a selected name. Upon getting the request, a processor may associate a selected name with a queue namespace object in a set of namespace objects. Further features may include processing requests for accessing the queues using the selected name and the queue namespace object in the set of namespace objects such that different applications may be assigned different queues in the set of queues, even though the selected name may be the same.

Growing community of inventors

Chicago, IL, United States of America

Arunava Majumdar