Abstract: A mechanism is described for facilitating dynamic cache allocation in computing devices in computing devices. A method of embodiments, as described herein, includes facilitating monitoring one or more bandwidth consumptions of one or more clients accessing a cache associated with a processor; computing one or more bandwidth requirements of the one or more clients based on the one or more bandwidth consumptions; and allocating one or more portions of the cache to the one or more clients in accordance with the one or more bandwidth requirements.

Abstract: Embodiments described include systems and methods of an encrypted cache. An embedded browser of a client application executing on a client device may provide access to a network application accessed via the client application. The embedded browser may detect an event at the client device that causes the network application to send or request application data. The embedded browser may access a copy of the application data from encrypted cache of the embedded browser. The encrypted cache may be maintained for the user and store application data for network application(s) accessed by the user. The embedded browser may use the cached application data for establishing or updating a user interface of the network application for display at the client device.

Abstract: A data processing and analysis system that optimizes the resources to be used for data storage and refresh events. A partitioner module for a data analysis system can receive a first client criteria and a first client dataset that includes tabular data and calculate scores that are used to generate partitioning strategies. The selected partitioning strategy can be implemented to produce aggregated data that can be stored in an intelligent data mart. The partitions can then be accessed by a data visualization platform for intelligent, dynamic responses to user requests for data analyses and generation of visualizations. By providing synchronous partitioning of data (especially big data) and intelligent refresh, the data can move from the back-end to the front-end with minimal user clicks and minimal latency in performance.

Abstract: In a process of inferential analysis and reporting of contextual complaints data, a social media message is processed to formulate an input data for a neural network, The input data is processed to chunk and identify one or more entities of interest to an enterprise, wherein the enterprise includes one or more line of business (LOB). The identified entities of interest are processed by a plurality of neural nodes in the neural network to identify a specific set of LOB(s) that are impacted by the social media message. With the entities of interest as input to the neural network, corresponding to a plurality of parameters associated with an enterprise, output from the individual neural nodes is dynamically determined. The output from the plurality of neural nodes is collated to generate a report with action items specific to the set of LOB(s) to take pre-emptive actions in the enterprise.

Abstract: Described herein are stacked photonic integrated circuit (PIC) assemblies that include multiple layers of waveguides. The waveguides are formed of substantially monocrystalline materials, which cannot be repeatedly deposited. Layers of monocrystalline material are fabricated and repeatedly transferred onto the PIC structure using a layer transfer process, which involves bonding a monocrystalline material using a non-monocrystalline bonding material. Layers of isolation materials are also deposited or layer transferred onto the PIC assembly.

Abstract: A physical layer (PHY) is coupled to a serial, differential link that is to include a number of lanes. The PHY includes a transmitter and a receiver to be coupled to each lane of the number of lanes. The transmitter coupled to each lane is configured to embed a clock with data to be transmitted over the lane, and the PHY periodically issues a blocking link state (BLS) request to cause an agent to enter a BLS to hold off link layer flit transmission for a duration. The PHY utilizes the serial, differential link during the duration for a PHY associated task selected from a group including an in-band reset, an entry into low power state, and an entry into partial width state.

Abstract: A system and method of managing a network that includes assets are described. The method includes modeling the network as a directed graph with each of the assets represented as a node and determining alternative paths to each node from each available corresponding source of the node. The method also includes computing upstream robustness of each node, computing upstream robustness of the network, and computing downstream criticality of each node. Managing the network and each asset of the network is based on the upstream robustness and the downstream criticality of each node.

Abstract: Aspects of the disclosure are directed to supporting time synchronization across a datacenter network with greater accuracy. The time synchronization includes both software based and hardware based time synchronization mechanisms to provide more precise time synchronization across various nodes in the datacenter network. The software based mechanism can provide the initial coarse time synchronization while the hardware based mechanism can provide the subsequent finer time synchronization.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may detect that a first subscription, of a plurality of subscriptions associated with the UE, is associated with an active service on a first cellular network. The UE may search, for a second subscription of the plurality of subscriptions, for radio access technologies (RATs) and frequency bands that are compatible with a dual active mode of the UE. In some aspects, the UE may detect that the active service on the first cellular network has ended. Accordingly, the UE may search, for the second subscription, for RATs and frequency bands that are compatible with the dual active mode of the UE and for RATs and frequency bands that are incompatible with the dual active mode, before expiry of a timer associated with a power saving state. Numerous other aspects are described.

Abstract: Embodiments provide mechanisms to facilitate compute operations for deep neural networks. One embodiment comprises a graphics processing unit comprising one or more multiprocessors, at least one of the one or more multiprocessors including a register file to store a plurality of different types of operands and a plurality of processing cores. The plurality of processing cores includes a first set of processing cores of a first type and a second set of processing cores of a second type. The first set of processing cores are associated with a first memory channel and the second set of processing cores are associated with a second memory channel.

Abstract: A method, system, and non-transitory processor-readable medium for optimizing lifecycle rule computer processing including: selecting a set of lifecycle rules to apply to interactions, finding a set of interactions satisfying criteria associated with the lifecycle rule; calculating an associated rule occupancy score based on the number of executed interactions associated with the rule, and executing the rule based on the rule occupancy score associated with the rule.

Abstract: Disclosed systems and methods obtain a graph of a polymer comprising nodes and edges, the nodes representing polymer atoms, the edges encoding distances and relative orientations between corresponding pairs of nodes and whether pairs of nodes are covalently bound. Each subgraph in a plurality of first partial-context subgraphs of the graph is sequentially inputted into a first model to calculate first side chain dihedral angles for polymer residues. This updates the graph through first side chain dihedral angles. Each second subgraph in a plurality of second partial-context subgraphs of the updated graph is inputted into a second model, thereby obtaining calculated second side chain dihedral angles for polymer residues that serve to update the graph through second side chain dihedral angles. The graph is again updated with updated side chain dihedral angle values obtained by sequentially inputting full-context subgraphs, each such subgraph representing a different residue, into a full-context model.

Abstract: This disclosure provides methods, components, devices and systems for target wake time (TWT) coordination. Some aspects relate to resolving an overlap between a first time period associated with a first TWT agreement and a second time period associated with a second TWT agreement. A first wireless device may receive first scheduling information associated with a first set of one or more time periods during which the first wireless device is capable of communicating with a second wireless device in accordance with the first TWT agreement. The first wireless device may receive second scheduling information associated with a second set of one or more time periods during which the first wireless device is capable of communicating with a third wireless device in accordance with the second TWT agreement. The first wireless device may transmit availability information to resolve the overlap between the first time period and the second time period.

Abstract: The embodiments herein relate to methods for controlling an optical transition and the ending tint state of an optically switchable device, and optically switchable devices configured to perform such methods. In various embodiments, non-optical (e.g., electrical) feedback is used to help control an optical transition. The feedback may be used for a number of different purposes. In many implementations, the feedback is used to control an ongoing optical transition. In some embodiments a transfer function is used calibrate optical drive parameters to control the tinting state of optically switching devices.

Abstract: An article has first and second substrates with a spacer between them. The spacer includes beams connecting a plurality of walls, with openings between the beams. The plurality of walls includes multiple first, second, and third portions. The first and second portions are not parallel and have top and bottom edges that define a height of the wall and contact the first and second substrates, respectively. The third portions have top edges continuous with the top edges of the first and second portions but a smaller height than the height of the wall. At a given plane intersecting a first or second portion and perpendicular to the top and bottom edges, the thickness of at the top edge is plus or minus ten percent of the thickness at the bottom edge. The third portions are connected with some of the beams connecting the walls.

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for a content acquisition system to recommend for acquisition a subset of content items selected from a set of content items available for purchase in relation to a content recommendation system currently used in a media environment. The content acquisition system may include a content recommendation system simulator to estimate an impact function value for a potential subset of content items of the set of content items available for purchase based on the currently used content recommendation system. Afterwards, an acquisition recommender can recommend for acquisition a subset of content items based on an optimized objective function value calculated based on an optimization model while meeting one or more budget constraints.

Abstract: Systems and methods for polymer sequence prediction are provided. Atomic coordinates for at least the main chain atoms of a polypeptide comprising a plurality of residues is obtained and used to encode the residues into residue feature sets. Each residue feature set comprises, for the respective residue and for each neighboring residue within a nearest neighbor cutoff, an indication of secondary structure, a relative solvent accessible surface area of backbone atoms, and cosine and sine values of backbone dihedrals; a C? to C? distance of each neighboring residue; and an orientation and position of each neighboring residue backbone relative to the backbone residue segment of the respective residue. A residue in the plurality of residues is identified, and the corresponding residue feature set is inputted into a neural network comprising at least 500 parameters, thus obtaining a plurality of probabilities, including a probability for each naturally occurring amino acid.

Abstract: Systems and methods for encoding a plurality of alternative streams of video content using multiple encoders in accordance with embodiments of the invention are disclosed. An encoding system includes multiple encoders. Each of the encoders receives a source stream of video content that is divided into portions. Each of the encoders generates portions of the plurality of alternative streams from the portions of the source stream. The portions of the alternative streams generated by a particular encoder are stored in a container for the particular encoder. Each encoder also generates index information for the portion of the alternative stream generated by the encoder that is stored in a manifest for the encoder.

Abstract: This disclosure provides methods, components, devices, and systems that support fast transition frame exchanges for multi-link operation. Some aspects more specifically relate to an over-the-Distribution System (DS) Fast Basic Service Set (BSS) Transition (FT) protocol for multi-link operation (MLO). In some implementations, a first wireless device may transmit a first frame that indicates a medium access control (MAC) address of a first wireless station (STA) affiliated with the first wireless device, a communication link on which the first wireless STA intends to communicate with a second wireless STA affiliated with a second wireless device, or both. The first wireless device may receive a second frame that indicates a MAC address of the second wireless STA, the communication link on which the second wireless STA intends to communicate with the first wireless STA, or both. The first and second frames may be exchanged according to an over-the-DS FT protocol.

Abstract: Disclosed herein are system, method and/or computer program product embodiments, and/or combinations thereof, for training a conversational recommendation system. An embodiment generates a probabilistic pseudo-user neural network model based on at least one interest probability distribution corresponding to a pseudo-user profile. The embodiment trains, using the pseudo-user neural network model, the conversational recommendation system to learn a recommendation policy, where the conversational recommendation system includes an interest-exploration engine and a prompt-decision engine. The training includes performing an iterative learning process that includes selecting an interest-exploration strategy based on one or more of the following: an interest-exploration policy, an earlier pseudo-user response generated by the pseudo-user neural network model, content data, and pseudo-user interaction history.