International Business Machines Corporation

Joseph Phillip Bigus

Brian John Cragun

Kay Schwendimann Anderson

Helen Roxlo Delp

Donald Allen Schlosnagle

Zhen Liu

Parijat Dube

Eric P Bouillet

Jonathan D Henckel

Shawn M Austvold

Paul A Hospers

Gregory Richard Hintermeister

Dimitrios Pendarakis

Anthony Michael Dunbar

Leon Gong

Joseph L Hellerstein

Nagui Halim

Mark Steven Squillante

Mark David Feblowitz

Jayram S Thathachar

Jacob A Kugel

Jeffrey Robert Pilgrim

Jeffrey T Awe

Anton Viktorovich Riabov

David Alson George

Christoph Lingenfelder

Sujay Sunil Parekh

Richard Alan Diedrich

Robert Edward Medl

Charles E Smith

Genady Ya Grabarnik

The present invention uses an order processing server to transmit an electronic menu to a customer. When a vehicle comes within range of the server's transceiver, the menu is received by the particular customer device, and the order is formulated and transmitted back to the server.

Vehicle-based order entry and processing mechanism

A method, system, and computer program product for managing time dimension tables are disclosed. In a first aspect, the method comprises providing an intelligent time dimension agent application and optimizing a time dimension table by the intelligent time dimension agent based upon changing data in associated fact tables. In a second aspect, the system comprises a processor and a memory coupled to the processor, wherein the memory includes an application which, when executed by the processor, causes the processor to carry out the steps of the method. In a third aspect, the computer program product comprises a non-transitory computer readable medium having a computer readable program recorded thereon, wherein the computer readable program, when executed on a computer device, causes the computer device to carry out the steps of the method.

Floating time dimension design

A system and method for processing an information unit/packet (IU) in a stream processing system includes decomposing an IU into sub-information units persisted other than in the IU. An index or reference is generated in the IU for retrieving the persisted sub-information units during processing.

Method and system for secure lightweight stream processing

Embodiments of the invention provide a method for detecting changes in behavior of authorized users of computer resources and reporting the detected changes to the relevant individuals. The method includes evaluating actions performed by each user against user behavioral models and business rules. As a result of the analysis, a subset of users may be identified and reported as having unusual or suspicious behavior. In response, the management may provide feedback indicating that the user behavior is due to the normal expected business needs or that the behavior warrants further review. The management feedback is available for use by machine learning algorithms to improve the analysis of user actions over time. Consequently, investigation of user actions regarding computer resources is facilitated and data loss is prevented more efficiently relative to the prior art approaches with only minimal disruption to the ongoing business processes.

Modeling user access to computer resources

A system, method, and computer program product for benchmarking a stream processing system are disclosed. The method comprises generating a plurality of correlated test streams. A semantically related data set is embedded within each of the test streams in the plurality of correlated test streams. The plurality of correlated test streams is provided to at least one stream processing system. A summary is generated for each of the semantically related embedded data sets. A common identifier, which is transparent to the system being tested, is embedded within each stream in the plurality of correlated test streams. The common identifier is extracted from the output data set generated by the stream processing system. At least one of the stored copies of the summaries and the common identifier are compared to an output data set including a set of zero or more correlation results generated by the stream processing system.

Benchmarking correlated stream processing systems

An automatic planning system is provided for stream processing workflow composition. End users provide requests to the automatic planning system. The requests are goal-based problems to be solved by the automatic planning system, which then generates plan graphs to form stream processing applications. A scheduler deploys and schedules the stream processing applications for execution within an operating environment. The operating environment then returns the results to the end users.

Stream processing workflow composition using automatic planning

The present invention generally relates to intelligent software agents. Each agent has an associated user interface panel through which the agent may be configured/customized. A remotely located user desiring to configure a particular agent issues a request for the associated user interface panel. The user interface panel may be provided to the user via, for example, a network connection. The user may then make the desired changes to the agent via the user interface panel. In this way, remote configuration of an agent is possible.

Remote configuration of intelligent software agents

An intelligent agent and method of negotiating therewith incorporate a number of features, used alone or in combination, to enhance the productivity, security, efficiency and responsiveness of the agent in negotiations with other parties. One feature incorporates randomization of one or more aspects of an agent's behavior to disguise its negotiation strategy from other negotiating parties and thereby prevent such parties from gaining a negotiating advantage at the expense of the agent. Another features incorporates limiting unproductive negotiations by constraining one or more aspects of an agent's behavior based upon the behavior of a negotiating party and/or the duration of the transaction, and thereby making it more likely that unproductive negotiations will be terminated. An additional feature incorporates dynamic value determination to determine the desired value of a desired transaction by weighting and normalizing estimated values retrieved from a plurality of information sources. Moreover, a further features incorporates dynamic value determination which weights and normalizes the values of related transactions based upon the proximity of the related and desired transactions.

Intelligent agent with negotiation capability and method of negotiation therewith

Disclosed is a controller that includes a curve matching mechanism. The curve matching mechanism employs Fuzzy Logic to compare input curves to standard curves and to thereby characterize the input curves. Also disclosed in an automotive environment for the curve matching mechanism in which a Fuzzy Controller is used to receive time series data (i.e., input curves) and to present the input curves to the curve matching mechanism. The controller then uses the output of the curve matching mechanism to adjust engine function.

Method, apparatus, and program product for matching multivariate data to fuzzy sets

The present invention generally relates to intelligent software agents. Agents are interfaced with through user interfaces that are generated according to the agent's intelligence. In one aspect, the interfaces are dynamically and programmatically generated in response to a request from a user desiring to interface with a particular agent. In this way, the interface may be generated in real time according to the applied intelligence of the agent. Interfaces may also be updated periodically and, in this way, be available prior to a user's request.

Mechanism for intelligent user interface presentation of a software agent

System and method for benchmarking correlated stream processing systems

The performance of a given task is optimized by utilizing an intelligent agent having a plurality of program modules suited to perform the computer task but having varied degrees of domain knowledge. Based upon an objective criteria that may be determined for a given situation, one or more of the program modules in the intelligent agent may be selected to perform the task, thereby optimizing the performance of the computer task for a wide variety of situations.

Optimizing the performance of computer tasks using intelligent agent with multiple program modules having varied degrees of domain knowledge

A computer program product for implementing a rule-based programming language, the computer program product comprising a computer usable media, having computer program code thereon, comprises a single rule language supporting a plurality of rulesets, an object-oriented framework that compiles the rulesets into a collection of framework objects, and a plurality of pluggable inference engines for processing the collection of framework objects.

Growing community of inventors

Rochester, MN, United States of America

Joseph Phillip Bigus