Abstract: An embodiment of the present invention is directed to automating deployment into tools and technologies related to big data analytics. The innovative system automates deployment and integration of various data related tools and technologies while managing internal applications and processes for change management. Deployment generally refers to implementation of code into the production environment. The innovative system integrates with an entity's Change Management Tools and Processes (e.g., ITSM, AIM, GFS, etc.) to provide automated deployment.

Abstract: An embodiment of the present invention is directed to creating an automated system that reads a source data structure (in DML) and creates a target data structure (in XML). An embodiment of the present invention provides automated conversion of data structure metadata from a source data structure to a target data structure. The features of the various embodiments of the present invention may apply to any automated conversion system.

Abstract: An embodiment of the present invention is directed to creating a re-usable code component that may be used with the data manipulation and transformation tool to natively support DML functionality. In addition to Insert, Update, and Delete, an addition function directed to “DeDup” may be implemented as it is used frequently in data transformation processes. An embodiment of the present invention is directed to capability to roll-back to a prior version of the original dataset. Any number of versions as required may be maintained.

Abstract: An embodiment of the present invention is directed to configuring optimal parallelism on Hadoop processes at specific processing points for improved performance and throughput. An embodiment of the present invention forces Hadoop into high parallelism independent of a HDFS file size. An embodiment of the present invention achieves an order of magnitude improvement in performance and data throughputs to meet the SLAs. An embodiment of the present invention provides a design pattern unique to distributed processing in Hadoop to accomplish the required data throughputs for the CDC process.

Abstract: An embodiment of the present invention is directed to implementing machine learning to define business logic and lineage. The system analyzes data patterns of SORs as well as consumption attributes to define the business logic. An embodiment of the present invention may achieve over 95% match rate for complex attributes. When provided with thousands of SOR attributes, the innovative system may identify a handful of relevant SOR attributes required as well as the business logic to derive the consumption attribute.

Abstract: A hybrid vehicle includes an isolation switch disposed between a first bus that is electrically coupled to a starter for an engine and a second bus that is electrically coupled to a power converter and accessory loads. The hybrid vehicle includes a controller programmed to normally command the switch closed, and, in response to expiration of a predetermined time interval without starting the engine, command the switch to open for a predetermined duration to perform diagnostics on the isolation switch.

Abstract: The present invention relates to novel temperature promoters and set of expression vectors isolated from Schizosaccharomyces pombe. The vectors so developed can be used for regulated expression of proteins, both homologous and heterologous, very efficiently and economically.

Abstract: The present invention relates to novel temperature promoters and set of expression vectors isolated from Schizosaccharomyces pombe. The vectors so developed can be used for regulated expression of proteins, both homologous and heterologous, very efficiently and economically.

Abstract: The present invention relates to novel temperature promoters and set of expression vectors isolated from Schizosaccharomyces pombe. The vectors so developed can be used for regulated expression of proteins, both homologous and heterologous, very efficiently and economically.

Abstract: A device for pressure fixing powder images utilizing a pair of rollers in pressure contact and in skewed relationship, each of the rollers formed with a solid shaft or core encased in a tubular metal casing and including an elastomeric collar that fits into a recess formed by circumferentially cutting out portions at the ends of the shaft and the casing and supports the shaft at its ends inside the casing providing an annular air space between the shaft and the inside casing wall. The shaft ends are received in conventional bearings and under high compressive loads the shaft deflection is much greater than the deflection in the casing because of this elastomeric collar permitting much smaller skewing angles, particularly for rolls that exceed 10 inches in length.