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Lakshminarayan

Choudur Lakshminarayan, Austin, TX US

Patent application numberDescriptionPublished
20100114624SYSTEM AND METHOD FOR OPTIMIZING FINANCIAL PERFORMANCE GENERATED BY MARKETING INVESTMENTS UNDER BUDGET CONSTRAINTS - Methods, systems, and computer program products are provided for optimizing financial performance. Time series data describing the financial performance generated by corresponding marketing investments is provided to configure an econometric model. Linear coefficients of the econometric model are adjusted in accordance with the qualitative factors received as inputs from experts. The econometric model is transformed into an aggregated non-linear econometric model that includes non-linear factors that cause the financial performance to change at a varying rate as a function of the marketing investments. An allocation of the marketing investments generated by the aggregated non-linear econometric model is adjusted by applying an optimization algorithm to provide an optimized financial performance.05-06-2010
20100114648SYSTEM AND METHOD FOR INCORPORATING QUALITATIVE INPUTS INTO ECONOMETRIC MODELS - Methods, systems, and computer program products are provided for incorporating qualitative factors into an econometric model. Time series data describing the financial performance generated by corresponding marketing investments that are made as a function of time is provided to configure an econometric model. The econometric model includes linear coefficients that define a linear relationship between the financial performance and the corresponding marketing investments. The linear coefficients are adjusted in accordance with the qualitative factors received as inputs from experts, thereby enabling the qualitative factors to be quantified into the econometric model.05-06-2010
20100114794PREDICTION OF FINANCIAL PERFORMANCE FOR A GIVEN PORTFOLIO OF MARKETING INVESTMENTS - Methods, systems, and computer program products are provided for quantifying financial impact of marketing investments. Time series data describing the financial performance generated by corresponding marketing investments that are made as a function of time is provided to configure an econometric model. The econometric model, which describes a linear relationship between the financial performance and the corresponding marketing investments, is transformed into an aggregated non-linear econometric model that includes non-linear factors causing the financial performance to change at a varying rate as a function of the marketing investments.05-06-2010
20100114869GENERATING A QUERY PLAN FOR ESTIMATING A NUMBER OF UNIQUE ATTRIBUTES IN A DATABASE - In a method for generating a query plan for estimating a number of unique entry counts of an attribute in a database, a sample of entries in the database is identified, at least one of a sampling percent and a coefficient of variance of the entries in the sample is identified, and a skewness of the entries in the sample is calculated. In addition, at least one of a plurality of estimators is selected based upon the skewness of the entries and at least one of the sampling percent and the coefficient of variance of the entries in the sample. Moreover, a query plan is generated from the selected at least one of the plurality of estimators. A query optimizer for performing the method is provided.05-06-2010
20110010405Compression of non-dyadic sensor data organized within a non-dyadic hierarchy - Sensor data is received from one or more sensors. The sensor data is organized within a hierarchy. The sensor data is organized within a hierarchy that is non-dyadic. A processor of a computing device generates a discrete wavelet transform, based on the sensor data and based on the hierarchy of the sensor data, to compress the sensor data. The sensor data, as has been compressed via generation of the discrete wavelet transform, is processed.01-13-2011

Ramasubramaniam Lakshminarayan, Plano, TX US

Patent application numberDescriptionPublished
20080221959System and architecture for managing distributed design chains - Systems, architectures, and data structures are described which are used to manage distributed design chains, specifically for domains in which data reside in multiple applications and are linked through complex interrelationships. The design chains or design networks integrated by the invention may include multiple companies in multiple sites collaborating to design and develop a new product. The invention is intended to integrate seamlessly and transparently with existing, diverse legacy applications, which include inter-linked data relevant to the design, thereby addressing the needs identified above.09-11-2008

Srikanth Lakshminarayan, Karnataka IN

Patent application numberDescriptionPublished
20100241831DATA PACKET PROCESSING METHOD FOR A MULTI CORE PROCESSOR - A method for processing a data packet in a network server system comprising at least one central processor unit (CPU) having a plurality of cores; and a network interface for forming a connection to a network between the network and a designated CPU core, such that for all data packets received from the network an interrupt is created in the designated CPU core for received data packet processing. Each data packet received from the network is associated with an application connection established in a CPU core selected based on processor load and an interrupt thread is created on the CPU core associated with the application connection for processing the data packet. Each data packet being sent to the network is associated with an application connected established either in the CPU core in which the application is executing or an alternative CPU core selected based on processor load. Where the application connection is established in an alternative CPU core, an interrupt thread is created on the CPU core associated with the connection for processing the data packet.09-23-2010

Venkat Lakshminarayan, Ann Arbor, MI US

Patent application numberDescriptionPublished
20080290642SYSTEM AND METHOD FOR CLEARING CRUSH SPACE IN A VEHICLE THROUGH THE USE OF ACTIVE COMPONENTS - A system for clearing crush space in an automotive vehicle, the system including a vehicle having a passenger compartment, an impact displaced component assembled to the vehicle in a spaced relationship to the passenger compartment, an intervening component mounted on the vehicle between the passenger compartment and the impact displaced component, an active component secured to the vehicle in close proximity to the intervening component, a controller mounted on the vehicle, the controller activating the active component when the vehicle is involved in a collision, and the active component causing the intervening component to move when the active component is activated wherein crush space for movement of the impact displaced component is at least partially cleared in the event of a collision.11-27-2008