Abstract: Systems and methods for reducing usage of computational resources when accessing siloed data across disparate locations via a unified metadata graph are disclosed. The system receives a user-specified query indicating a request to access a set of data objects. The system then performs natural language processing on the user-specified query to determine a set of phrases corresponding to the user-specified query. The system then accesses a metadata graph to determine a node corresponding to the set of phrases. Using a location identifier corresponding to the determined node, the system determines a data silo storing at least one data object of the set of data objects. The system then generates for display, on a graphical user interface, a visual representation of the at least one data object.

Abstract: A backhoe loader comprises a front chassis, a rear chassis, a rotatable operator workstation, and a chassis lock mechanism. The front chassis comprises the loading assembly and the rear chassis is connected to the front chassis along a vertical axis joint by a pin lock assembly. The rotatable operator workstation is positioned in the rear chassis, which is positioned inside a bearing mounted cabin which is slewable in clockwise and counter-clockwise directions. The operator workstation enables maneuvering of the front chassis with respect to the rear chassis using the pin lock assembly. The chassis lock mechanism is achieved using two single acting hydraulic cylinders that are mounted horizontally on rear chassis. These hydraulic cylinders are actuated during the excavation operation which in turns locks the oscillation of vehicle and front and rear chassis acts rigidly like a single body. This rigidity of the vehicle provides the required stability during excavation.

Abstract: Systems and methods for performing data analytics on sensitive data, such as deduplication are disclosed herein. A first request to perform a first data analytics operation for a set of sensitive data instances may be received. A first set of image representations for the set of sensitive data instances may be retrieved. A first sensitive data instance and a second sensitive data instance may be clustered into a first cluster. The first data analytics operation may be performed on the first cluster.

Abstract: The present disclosure provides a computer-implemented method and system for real-time filtering of an inappropriate content from a plurality of video segments. The method includes a first step of receiving multimedia content. In addition, the method includes another step of segmenting the multimedia content in real-time. Further, the method includes yet another step of identifying the inappropriate content in real-time. Furthermore, the method includes yet another step of filtering of the plurality of video segments in real-time. Moreover, the method includes yet another step of displaying an appropriate video content in real-time.

Abstract: The present disclosure provides a computer-implemented method and system for adaptive ranking of a plurality of video segments. The method includes a first step of receiving a multimedia content. In addition, the method includes another step of displaying the plurality of video segments on one or more social media. Further, the method includes yet another step of ranking the plurality of video segments. Furthermore, the method includes yet another step of extracting one or more attributes associated with first group of video segments in real-time. Moreover, the method includes yet another step of clustering of the first group of video segments in real-time.

Abstract: A selectable output current mirror may include a reference leg configured to generate a reference current, an output leg electrically coupled to the reference leg in a manner such that the output leg is configured to generate at an output of the output leg an output current proportional to the reference current, wherein the output leg comprises an output leg transistor, a drain path switch coupled between a first non-gate terminal of the output leg transistor and the output of the output leg, and a series combination of a degeneration resistor and a degeneration path switch coupled between a second non-gate terminal of the output leg transistor and a voltage source to the selectable output current mirror.

Abstract: A selectable output current mirror may include a reference leg configured to generate a reference current, an output leg electrically coupled to the reference leg in a manner such that the output leg is configured to generate at an output of the output leg an output current proportional to the reference current, wherein the output leg comprises an output leg transistor, a drain path switch coupled between a first non-gate terminal of the output leg transistor and the output of the output leg, and a series combination of a degeneration resistor and a degeneration path switch coupled between a second non-gate terminal of the output leg transistor and a voltage source to the selectable output current mirror.

Abstract: An amplifier includes input transconductors that receive an input signal, the input signal having a voltage swing. A supply side current mirror generates a gate voltage as a function of input signal voltage and current sources that provide a bias current of the input transconductors as a function of the gate voltage to maintain a constant bias current across the voltage swing of the input signal. Resistors average source voltages of the transconductance-cancelling transconductors to provide an average source voltage and apply the average source voltage to wells of input devices of the transconductance-cancelling transconductors to reduce back bias effect. The input devices are laid out in a same well and have a common centroid to cancel out process mismatches. A first I-DAC trims an offset of first transconductors, and a second I-DAC trims an offset of second transconductors to attain low offsets across a rail-to-rail input common mode range.

Abstract: The present disclosure provides a video segmentation system to create one or more segments of one or more content for one or more social media channel. The video segmentation system receives one or more content in one or more input formats. In addition, the video segmentation system segments the one or more content in the one or more segments based on plurality of parameters. Further, the video segmentation system ranks the one or more segments based on the segmentation of one or more content. Furthermore, the video segmentation system merges the one or more segments with highest ranking to produce an output content. Moreover, the video segmentation system displays the output content on one or more social media channel.

Abstract: An amplifier includes input transconductors that receive an input signal, the input signal having a voltage swing. A supply side current mirror generates a gate voltage as a function of input signal voltage and current sources that provide a bias current of the input transconductors as a function of the gate voltage to maintain a constant bias current across the voltage swing of the input signal. Resistors average source voltages of the transconductance-cancelling transconductors to provide an average source voltage and apply the average source voltage to wells of input devices of the transconductance-cancelling transconductors to reduce back bias effect. The input devices are laid out in a same well and have a common centroid to cancel out process mismatches. A first I-DAC trims an offset of first transconductors, and a second I-DAC trims an offset of second transconductors to attain low offsets across a rail-to-rail input common mode range.

Abstract: A computer-readable storage medium encodes computer executable instructions that, when executed by at least one processor, associate plural applications. That associating method includes receiving an application programming interface associated with each of the plural applications. The method also includes unifying the received application programming interface associated with each of the plural applications, and classifying the application programming interface associated with each of the plural applications. The plural applications are classified into one or more categories. Further, the method includes associating the application programming interfaces based upon the classifying and a pre-determined set of rules.

Abstract: A computer-readable storage medium encodes computer executable instructions that, when executed by at least one processor, associate plural applications. That associating method includes receiving an application programming interface associated with each of the plural applications. The method also includes unifying the received application programming interface associated with each of the plural applications, and classifying the application programming interface associated with each of the plural applications. The plural applications are classified into one or more categories. Further, the method includes associating the application programming interfaces based upon the classifying and a pre-determined set of rules.

Abstract: A computer-implemented method associates a plurality of applications, and includes the step of receiving an application programming interface associated with each of the applications. The computer-implemented method also unifies the received application programming interface associated with each of the applications, and classifies the application programming interface associated with each of the applications into a corresponding category. The computer-implemented method also associates the application programming interface associated with each of the applications based on the classification and a pre-determined set of rules to be followed by a processor. The association is done by cross linking the application programming interface associated with each of the applications.

Abstract: In accordance with embodiments of the present disclosure, a comparator may include a transconductance stage having an input configured to receive an input voltage and generate an intermediate current responsive to the input voltage, a hysteretic current source configured to generate a hysteretic current, an output stage configured to generate an output signal based at least on the intermediate current, and a switch responsive to the output stage and configured to combine the intermediate current and the hysteretic current to generate a combined current, such that the output stage generates the output signal based at least on the intermediate current and the hysteretic current when output signal has a first value.

Abstract: A computer-implemented method for recommendation of association between plural applications unifies an application programming interface associated with each of the plural applications. The computer-implemented method also classifies an application programming interface that is associated with each of the applications. Each application is also classified into a corresponding category. The computer-implemented method also recommends one or more application programming interfaces associated with the one or more categories to an application provider. The application provider is also associated with each of the application programming interfaces. The computer-implemented method also associates the application programming interface associated with each of the applications with a recommended one or more application programming interfaces.

Abstract: A computer-implemented method associates a plurality of applications, and includes the step of receiving an application programming interface associated with each of the applications. The computer-implemented method also unifies the received application programming interface associated with each of the applications, and classifies the application programming interface associated with each of the applications into a corresponding category. The computer-implemented method also associates the application programming interface associated with each of the applications based on the classification and a pre-determined set of rules to be followed by a processor. The association is done by cross linking the application programming interface associated with each of the applications.

Abstract: A computer implement method associates plural applications and receives an application programming interface associated with each of the applications with a processor. The computer-implemented method also unifies the received application programming interface associated with each of the applications with the processor. The computer-implemented method also classifies the application programming interface associated with each of the applications into a corresponding category. The computer-implemented method also associates the application programming interface associated with each of the applications based on the classification and a pre-determined set of rules to be used by a processor. The association is done by cross linking the application programming interface associated with each of the applications.

Abstract: The present disclosure provides a method and system for facilitating optimized serving of one or more advertisements on one or more publishers. The advertisement serving optimization system includes a fetching module configured for fetching a first set of parameters associated with one or more advertisers, the one or more publishers and the one or more advertisements associated with the one or more advertisers; a calculation module configured to calculate a probabilistic effective cost per thousand impressions value for a second set of parameters based on the first set of parameters; a priority setting module configured for ranking each of the plurality of advertisement campaigns associated with the corresponding one or more advertisers and an advertisement serving module configured to serve the one or more advertisements to one or more users on the corresponding one or more publishers based on the ranking of each of the plurality of advertisement campaigns.