Abstract: Disclosed herein are system, method, and computer program product embodiments for performing in-flight transformations of data streams. Complex event processing (CEP) operating on event records from various data streams can operate by storing the streamed event record data in a database, and then querying the data to perform a data transformation. However, in order to improve the performance of the data transformations and streamline CEP, a serverless architecture is introduced that can perform data transformations directly on streams, using attributes of the streamed record data defined in a schema. The resulting transformed data can then be provided by the serverless architecture to the CEP for direct access of the data most needed by the CEP.

Abstract: In certain embodiments, machine learning and lineage data may be used to manage data. In some embodiments, a computing system may use lineage data to identify two datasets that may be related. The computing system may determine that a user has access to a derivative dataset but does not have access to an original dataset that was used to create the derivative dataset. In response, the computing system may use a machine learning model to generate a similarity score indicating a level of similarity between the original dataset and the derivative dataset. If the similarity score satisfies a threshold score, the computing system may modify access rights of the user so that the user is unable to access a portion of the data in the derivative dataset.

Abstract: In certain embodiments, machine learning and lineage data may be used to manage data. In some embodiments, a computing system may use lineage data to identify two datasets that may be related. The computing system may determine that a user has access to a derivative dataset but does not have access to an original dataset that was used to create the derivative dataset. In response, the computing system may use a machine learning model to generate a similarity score indicating a level of similarity between the original dataset and the derivative dataset. If the similarity score satisfies a threshold score, the computing system may modify access rights of the user so that the user is unable to access a portion of the data in the derivative dataset.

Abstract: In certain embodiments, machine learning and lineage data may be used to manage data. In some embodiments, a computing system may use lineage data to identify two datasets that may be related. The computing system may determine that a user has access to a derivative dataset but does not have access to an original dataset that was used to create the derivative dataset. In response, the computing system may use a machine learning model to generate a similarity score indicating a level of similarity between the original dataset and the derivative dataset. If the similarity score satisfies a threshold score, the computing system may modify access rights of the user so that the user is unable to access a portion of the data in the derivative dataset.

Abstract: In certain embodiments, machine learning and lineage data may be used to manage data. In some embodiments, a computing system may use lineage data to identify two datasets that may be related. The computing system may determine that a user has access to a derivative dataset but does not have access to an original dataset that was used to create the derivative dataset. In response, the computing system may use a machine learning model to generate a similarity score indicating a level of similarity between the original dataset and the derivative dataset. If the similarity score satisfies a threshold score, the computing system may modify access rights of the user so that the user is unable to access a portion of the data in the derivative dataset.

Abstract: Systems and methods are disclosed herein for providing contextually relevant incentives in real-time to consumers. In one example, the method may include receiving, from a data repository, one or more raw data streams of real time data and determining an identity of the end user based on the one or more raw data streams. The method may further include filtering, using contextual filtering parameters, the received one or more raw data streams to produce filtered data. The method may also include applying a set of rules correlating the filtered data with incentive programs relevant to the filtered data to generate correlated data, and querying the data repository for historical data associated with the end user. The method may also include calculating a propensity score of the end user, and ranking the correlated data. The method may also include sending one or more incentives based on the correlated data ranking.

Abstract: Disclosed herein are system, method, and computer program product embodiments for performing in-flight transformations of data streams. Complex event processing (CEP) operating on event records from various data streams can operate by storing the streamed event record data in a database, and then querying the data to perform a data transformation. However, in order to improve the performance of the data transformations and streamline CEP, a serverless architecture is introduced that can perform data transformations directly on streams, using attributes of the streamed record data defined in a schema. The resulting transformed data can then be provided by the serverless architecture to the CEP for direct access of the data most needed by the CEP.

Abstract: An apparatus and method for providing assistance to a participant in an on-line auction is disclosed. The assistance is based upon selection of a bid advisor program. The bid advisor program offers a choice of three different types of pricing data derived from three different data bases—an historical data base, a current price offering data base, a market value data base. Once the participant selects the type of pricing hint desired, an algorithm searches the appropriate data base for the closest match on pricing and displays the suggested price. When the participant selects a price, the bid is placed and the bid assistant program either goes to another bid or is closed.

Abstract: Net shape composite articles are made by a molding process. The molded preform is densified in a process where the rate of temperature increase is controlled to prevent distortion. The densified composite objects are impregnated with a secondary material to provide desirable properties such as strength, stiffness, or oxidation resistance. Diverse parts such as golf clubs and engine parts can be made by the process.

Abstract: The method of abrasion forming friable material such as carbon blocks to form electrical discharge machining electrodes therefrom comprising the steps of moving a master model, having an abrasive surface which is a mirror image of a desired form to be abrasion machined in the friable material, which surface is related in size to the desired form to be machined by an additional movement to be imparted to the master model, toward the friable material with the abrasive surface of the master model and workpiece in engagement while imparting the additional relative motion between the master model and workpiece, which additional relative motion is in all directions in a plane perpendicular to the direction of movement of the master model and workpiece and flushing between the master model and workpiece to prevent build up of abraded particles of the workpiece on the master model.

Abstract: A cutting master for total form abrasion machining a predetermined shape in a friable material including a body having a surface which is substantially the mirror image of a shape to be machined by abrasion, which surface is abrasive, is different in size from the shape to be abrasion machined by a predetermined amount, and includes a flat portion having a dimension related to the difference in size between the predetermined shape and the abrasive surface.

Abstract: Servo head structure for electrical discharge machining or the like comprising a rectangular frame having a rectangular ram positioned therein, bearing means for guiding the rectangular ram for movement in the frame, a shaft rotatably mounted in the frame and extending through the ram, a rotary hydraulic servo motor secured to the frame and connected to the shaft for rotation of the shaft, and cable means secured at opposite ends thereof to opposite ends of the ram and wrapped around the shaft centrally thereof, whereby on rotation of the servo motor controlled movement of the ram with respect to the frame is accomplished.

Abstract: A tool holder for supporting a tool for both sliding and pivotal movement in two relatively perpendicular directions including a generally cylindrical base having a dovetail connecting portion on one end thereof and a double diameter recess in the other end thereof, a generally cylindrical tool supporting member having a radially outwardly extending flange on one end thereof fitting within the larger diameter portion of the recess in the base, a recess extending into the one end of the tool supporting member, a pair of rods extending perpendicularly to each other, one extending across the smaller diameter portion of the recess in the base and the other extending across the recess in the tool supporting member, and a connecting member pivotally and slidably secured at the opposite ends thereof on the rods, two pairs of spaced apart relatively perpendicularly located pivot angle adjusting screws extending through the flange of the tool supporting member into engagement with the base, and two pairs of transverse

Abstract: A cutting master for total form abrasion machining a predetermined shape in a friable material including a body having a surface which is substantially the mirror image of a shape to be machined by abrasion, which surface is abrasive, is different in size from the shape to be abrasion machined by a predetermined amount, and includes a flat portion having a dimension related to the difference in size between the predetermined shape and the abrasive surface.

Abstract: A machine for producing a rotary orbital motion between a cutting master having an abrasive mirror image surface of a form to be abraded into a friable material and a workpiece of friable material while moving the surface of the cutting master and workpiece into contact including adjustable eccentric means for varying the rotary orbital motion between the workpiece and the cutting master, a hydraulic piston and cylinder for moving the cutting master and workpiece into engagement with each other during imparting of the rotary orbital motion between the cutting master and workpiece, hydraulic means for applying predetermined variable pressure between the cutting master and workpiece, a control circuit for controlling the operation of the total form abrading machine including means for controlled pulsing of the cutting master away from the workpiece, and means for flushing between the electrode and workpiece during an abrading operation, and the method of using the total form abrading machine.

Abstract: A machine for producing a rotary orbital motion between a cutting master having an abrasive mirror image surface of a form to be abraded into a friable material and a workpiece of friable material while moving the surface of the cutting master and workpiece into contact including adjustable eccentric means for varying the rotary orbital motion between the workpiece and the cutting master, a hydraulic piston and cylinder for moving the cutting master and workpiece into engagement with each other during imparting of the rotary orbital motion between the cutting master and workpiece, hydraulic means for applying predetermined variable pressure between the cutting master and workpiece, a control circuit for controlling the operation of the total form abrading machine including means for controlled pulsing of the cutting master away from the workpiece, and means for flushing between the electrode and workpiece during an abrading operation, and the method of using the total form abrading machine.

Abstract: A machine for producing a rotary orbital motion between a cutting master having an abrasive mirror image surface of a form to be abraded into a friable material and a workpiece of friable material while moving the surface of the cutting master and workpiece into contact including adjustable eccentric means for varying the rotary orbital motion between the workpiece and the cutting master, a hydraulic piston and cylinder for moving the cutting master and workpiece into engagement with each other during imparting of the rotary orbital motion between the cutting master and workpiece, hydraulic means for applying predetermined variable pressure between the cutting master and workpiece, a control circuit for controlling the operation of the total form abrading machine including means for controlled pulsing of the cutting master away from the workpiece, and means for flushing between the electrode and workpiece during an abrading operation, and the method of using the total form abrading machine.

Abstract: A tool for universal movement of a cutting member in a plane perpendicular to a predetermined direction of movement of the cutting member is disclosed. The tool is disclosed in conjunction with an abrasive electrode form having a shape which is the reverse image of an electrode to be produced thereby and which is constructed of abrasive particles held in a plastic matrix whereby an electrode may be abraded from electrode material on movement of the electrode form toward the electrode material in the predetermined direction. The structure for universally moving the electrode form cutting member in a plane perpendicular to the direction of movement of the cutting member includes relatively eccentric, and rotatable members positioned in two slides slidably mounted perpendicularly to each other.

Abstract: A cutting master for total form abrasion machining a predetermined shape in a friable material including a body having a surface which is substantially the mirror image of a shape to be machined by abrasion, which surface is abrasive, is different in size from the shape to be abrasion machined by a predetermined amount, and includes a flat portion having a dimension related to the difference in size between the predetermined shape and the abrasive surface.