Abstract: A validation circuit is placed in vicinity of a critical path for testing the critical path. The validation circuit receives test data from the control circuit for testing the critical path. The test data is indicative of a delay value that is associated with the critical path. The validation circuit generates multiple setup signals and an enable signal to facilitate the testing of the critical path based on the test data. The validation circuit generates a first test signal based on the enable signal, and a second test signal based on the first test signal and the setup signals. The second test signal is a delayed version of the first test signal. The validation circuit compares the first test signal and the second test signal. A mismatch between the first test signal and the second test signal indicates deviation from the delay value.

Abstract: A substrate support assembly is disclosed herein. The substrate support assembly includes, a facility plate, a substrate support with an upper surface to support a workpiece, a seal receiving groove disposed in the facility plate and a lower surface of the substrate support, and a hybrid seal disposed in the seal receiving groove to seal between the support plate and the facility plate. The hybrid seal includes a first portion of a first material disposed in contact with the facility plate and a second portion of a second material disposed in contact with the support plate. The second portion has a thickness less than a thickness of the first portion. The second portion is laterally constrained relative to the first portion. The second portion is a different type of material from the first material and thermally shields the first material from the support plate.

Abstract: A substrate support assembly includes a plate structure and an insulator structure. The plate structure includes an upper plate and a lower plate. The lower plate includes a lower plate structure surface. The insulator structure is disposed beneath the plate structure. The insulator structure includes a lower insulator structure surface and an upper insulator structure surface. A first portion of the upper insulator structure surface is recessed with respect to a second portion of the upper insulator structure surface. The first portion of the upper insulator structure surface forms an interior volume with the lower plate structure surface.

Abstract: A memory built in self test (MBIST) controller of an MBIST circuit outputs first data. One or more errors is injected in the first data to produce second data. The second data is stored in the memory block. The memory block outputs the second data stored in the memory block. The MBIST controller receives the second data and detects an error in the second data based on a comparison with the first data, the error indicative of a failure of the MBIST. The MBIST controller provides an indication of failure of the MBIST to a processing core external to the MBIST circuit which performs diagnostic action in response to receiving the indication of failure of the MBIST. The processing core validates implementation of the diagnostic action.

Abstract: A memory built in self test (MBIST) controller of an MBIST circuit outputs first data. One or more errors is injected in the first data to produce second data. The second data is stored in the memory block. The memory block outputs the second data stored in the memory block. The MBIST controller receives the second data and detects an error in the second data based on a comparison with the first data, the error indicative of a failure of the MBIST. The MBIST controller provides an indication of failure of the MBIST to a processing core external to the MBIST circuit which performs diagnostic action in response to receiving the indication of failure of the MBIST. The processing core validates implementation of the diagnostic action.

Abstract: Embodiments herein use transfer learning paradigms to facilitate classification across entities without requiring the entities access to the other party's sensitive data. In one or more embodiments, one entity may train a model using its own data (which may include at least some non-shared data) and shares either the scores (or an intermediate representation of the scores). One or more other parties may use the scores as a feature in its own model. The scores may be considered to act as an embedding of the features but do not reveal the features. In other embodiments, parties may be used to train part of a model or participate in generating one or more nodes of a decision tree without revealing all its features. The trained models or decision trees may then be used for classifying unlabeled events or items.

Abstract: Embodiments include a processing tool for processing substrates in a low processing pressure and a high processing pressure. In an embodiment, the processing tool comprises a chamber body and a pedestal in the chamber body. In an embodiment, the pedestal is displaceable, and the pedestal has a first surface and a second surface opposite the first surface. In an embodiment, the processing tool further comprises a first gas port for supplying gasses into the chamber body and a first exhaust positioned above the first surface of the pedestal. In an embodiment, the embodiment further comprises a second gas port for supplying gasses into the chamber body and a second exhaust positioned below the second surface of the pedestal.

Abstract: Described herein are systems and methods for predicting a metric value for an entity associated with a query node in a graph that represents a network. In embodiments, using a user's profile as the query node, a metric about that user may be estimated based, at least in part, as a function of how well connected the query node is to a whitelist of “good” users/nodes in the network, a blacklist of “bad” users/nodes in the network, or both. In embodiments, one or more nodes or edges may be weighted when determining a final score for the query node. In embodiments, the final score regarding the metric may be used to take one or more actions relative to the query node, including accepting it into a network, allowing or rejecting a transaction, assigning a classification to the node, using the final score to compute another estimate for a node, etc.

Abstract: Embodiments herein use transfer learning paradigms to facilitate classification across entities without requiring the entities access to the other party's sensitive data. In one or more embodiments, one entity may train a model using its own data (which may include at least some non-shared data) and shares either the scores (or an intermediate representation of the scores). One or more other parties may use the scores as a feature in its own model. The scores may be considered to act as an embedding of the features but do not reveal the features. In other embodiments, parties may be used to train part of a model or participate in generating one or more nodes of a decision tree without revealing all its features. The trained models or decision trees may then be used for classifying unlabeled events or items.

Abstract: An apparatus comprises at least one processing device configured to monitor, by a first service in a service chain, a first set of processing queues comprising two or more different processing queues associated with two or more different priority levels. The processing device is also configured to process, by the first service, a given portion of data stored in at least one of the two or more different processing queues in the first set of processing queues. The processing device is further configured to determine prioritization information associated with the given portion of the data and to select, based on the prioritization information, a given one of two or more different processing queues in a second set of processing queues associated with a second service in the service chain, and to store the given portion of the data in the given processing queue in the second set of processing queues.

Abstract: A substrate support assembly includes a plate structure and an insulator structure. The plate structure includes an upper plate and a lower plate. The lower plate includes a lower plate structure surface. The insulator structure is disposed beneath the plate structure. The insulator structure includes a lower insulator structure surface and an upper insulator structure surface. A first portion of the upper insulator structure surface is recessed with respect to a second portion of the upper insulator structure surface. The first portion of the upper insulator structure surface forms an interior volume with the lower plate structure surface.

Abstract: A substrate support assembly includes a puck, comprising a heating element, a power distribution assembly, and an insulator comprising at least one of alumina or thermoplastic disposed between the puck and the power distribution assembly, wherein an electrical connection between the heating element and the power distribution assembly comprises a terminal and a conical washer.

Abstract: A cooling chamber comprising a support plate connected to a cryo pump and turbo pump, a clamp ring with a plurality of clamp pads on the bottom thereof where each clamp pad has a beveled surface directed downward and a lift plate to move the clamp ring from a clamp position to a loading position are described. Cluster tools incorporating the cooling chamber and methods of using the cooling chamber are also described.

Abstract: Aspects of the current disclosure include systems and methods for identifying an entity in a query image by comparing the query image with digital images in a database. In one or more embodiments, a query feature may be extracted from the query image and a set of candidate features may be extracted from a set of images in the database. In one or more embodiments, the distances between the query feature and the candidate features are calculated. A feature, which includes a set of shortest distances among the calculated distances and a distribution of the set of shortest distances, may be generated. In one or more embodiments, the feature is input to a trained model to determine whether the entity in the query image is the same entity associated with one of the set of shortest distances.

Abstract: Aspects of the current disclosure include systems and methods for identifying an entity in a query image by comparing the query image with digital images in a database. In one or more embodiments, a query feature may be extracted from the query image and a set of candidate features may be extracted from a set of images in the database. In one or more embodiments, the distances between the query feature and the candidate features are calculated. A feature, which includes a set of shortest distances among the calculated distances and a distribution of the set of shortest distances, may be generated. In one or more embodiments, the feature is input to a trained model to determine whether the entity in the query image is the same entity associated with one of the set of shortest distances.

Abstract: An apparatus comprises at least one processing device configured to monitor, by a first service in a service chain, a first set of processing queues comprising two or more different processing queues associated with two or more different priority levels. The processing device is also configured to process, by the first service, a given portion of data stored in at least one of the two or more different processing queues in the first set of processing queues. The processing device is further configured to determine prioritization information associated with the given portion of the data and to select, based on the prioritization information, a given one of two or more different processing queues in a second set of processing queues associated with a second service in the service chain, and to store the given portion of the data in the given processing queue in the second set of processing queues.

Abstract: Construction of a permanent magnet rotor assembly having a plurality of magnetic poles and comprising a number of magnetic pole pieces arranged in circular array. Two sets of permanent magnets—one set magnetised in circumferential direction of the rotor and the second set providing flux in axial direction of rotor, generating a magnetic flux focused through the pole piece and interacting with the magnetic flux of the stator. End-plates made of magnetic material are present such there is an axial gap between the them and the array of magnetic pole pieces. Circumferentially magnetised magnets are placed in the circumferential gaps between the pole pieces, whereas the magnets providing flux in axial direction are placed in the gaps between the array of pole pieces and end-plates.

Abstract: A system and a method are disclosed for recommending electronic messages in a message sharing system. Users can post messages to the message sharing system. These messages from posting users are received by the system and sent to receiving users that have subscribed to the posting users. The receiving users interact with the messages in various ways, such as by sharing the messages with other users. Interaction information is received for each of the electronic messages. The interaction information includes an indication of the number of interactions with the electronic message by receiving users. A score is determined for each electronic message based on the interaction information. Electronic messages are selected for being recommended to a user or a group of users based on the scores. The recommendations are then sent to the users, enabling users to better focus their attention on messages that are likely to be interesting.

Abstract: A deposition system, and a method of operation thereof, includes: a cathode; a shroud below the cathode; a rotating shield below the cathode for exposing the cathode through the shroud and through a shield hole of the rotating shield; and a rotating pedestal for producing a material to form a carrier over the rotating pedestal, wherein the material having a non-uniformity constraint of less than 1% of a thickness of the material and the cathode having an angle between the cathode and the carrier.

Abstract: Described herein are systems and methods for predicting whether an entity associated with a profile in one network is the same entity that is associated with a profile in a second network, which networks may represent networks from different network services or may represent networks from the same network service. In embodiments, network graph features, including nodes and connections, may be used to predict a probability that the profiles in the two networks should be matched. In embodiments, additional or different factors may be included in the predicted probability, such as homophily, match probabilities of seed nodes, match probabilities of attribute-matched nodes, attribute-attribute co-occurrence probabilities, and the like.