Abstract: Aspects of the invention include techniques for providing a learned join cardinality estimation using a join graph representation. A non-limiting example method includes building a join cardinality estimation model. The model can be built by generating a training query having a known join cardinality, generating an adjacency matrix encoding a join graph of the training query, encoding one side of a diagonal axis of the adjacency matrix, and training the join cardinality estimation model using the encoded adjacency matrix and the known join cardinality. The method includes performing an inference using the join cardinality estimation model. The inference includes a predicted join cardinality for a query. The method includes executing a query execution plan for the query using the predicted join cardinality.

Abstract: Electrical panels sometimes need to be upgraded or new ones installed to cope with increased power demands, and new buildings often require differently configured panels. The smart electrical panel herein has a modular construction that allows for numerous panel configurations using a relatively smaller number of distinct components or modules. Power control modules control groups of circuit breakers and a current monitoring module measures total current to the panel. Other circuit breakers may be uncontrolled. A serial digital interface communication cable connects the modules to a controller. The control of power to at least some of the loads allows for a lower power panel to be installed than would otherwise be needed.

Abstract: Example systems, methods, and apparatus are disclosed herein for zero-shot black-box detection of neural Trojans.

Abstract: An apparatus for a light source includes: an electrical insulator that defines a channel; a gasket that surrounds at least a portion of the electrical insulator; and a shield between the channel and the gasket. The channel is configured to receive an electrical conductor. The gasket includes a non-metallic material.

Abstract: Provided are devices that have a distal portion configured to be implanted in a brain of a subject. The distal portion includes one or more emitters configured to emit light in the visible spectrum. The device includes a proximal portion configured to be external to the brain of the subject while the distal portion is implanted, wherein the proximal portion includes at least one waveguide in optical communication with the one or more emitters. The at least one waveguide defines a cross-sectional width less than 500 nm. The at least one waveguide is optionally coupled to a heating element that is optionally configured to adjust a phase of light within the at least one waveguide.

Abstract: Aspects of the invention include techniques for robust query execution plan selection. A non-limiting example method includes training a model to estimate, for an input including a query and one or more plans, an execution time for each plan and a respective uncertainty of the execution time. A new query and a search space including a plurality of candidate plans are input to the model. Given an estimated distribution for the execution time of each candidate plan, a suboptimality risk is computed for each candidate plan. A plan of the plurality of candidate plans is selected according to a plan selection policy. The plan selection policy includes at least one of: selecting a plan by assuming that plans have higher costs proportional to an estimated standard deviation of their respective uncertainty; and selecting a plan with minimum risk using model uncertainty, data uncertainty, or a total uncertainty.

Abstract: Aspects of the invention include techniques for providing a learned join cardinality estimation using a join graph representation. A non-limiting example method includes building a join cardinality estimation model. The model can be built by generating a training query having a known join cardinality, generating an adjacency matrix encoding a join graph of the training query, encoding one side of a diagonal axis of the adjacency matrix, and training the join cardinality estimation model using the encoded adjacency matrix and the known join cardinality. The method includes performing an inference using the join cardinality estimation model. The inference includes a predicted join cardinality for a query. The method includes executing a query execution plan for the query using the predicted join cardinality.

Abstract: Systems and methods for cooling a datacenter are disclosed. In at least one embodiment, a number of multi-dimensional column-based heat dissipation features enable cooling by a cooling media flowing there through so that an individual heat dissipation column having a first dimension and a second dimension may be supported, with the first dimension being normal relative to an axial flow path of the cooling media, with the second dimension being parallel or offset from parallel relative to the axial flow path and with the second dimension being more than the first dimension.

Abstract: An electronic pallet (e-pallet) includes a superstructure mounted to a wheeled base platform. A tether device defines an articulation angle with respect to a leading edge of the superstructure, and is grasped by an operator towing the e-pallet. A motor connected to driven road wheels transmits a drive torque to the road wheels responsive to motor control signals, including a desired yaw rate and ground speed. A speed sensor, angle sensor, and length sensor are respectively configured to determine an actual ground speed of the e-pallet, the articulation angle, and a length of the tether device. An electronic controller, in response to the input signals, generates the motor control signals using proportional-integral-derivative (PID) control logic. Coupled lateral and longitudinal dynamics control loops respectively determine the desired yaw rate and ground speed to accommodate for motion of the operator.

Abstract: A gravity base (1) for supporting a superstructure (2), comprising a base structure (100), wherein the base structure is configured to be arranged on a supporting media (3) and is configured to be connected to the superstructure (2) or to a support structure (300) which is configured to be arranged between the superstructure and the base structure, and wherein the support structure is configured to be connected to the superstructure; a ballast confiner (200), wherein the ballast confiner is configured to be filled with a ballast material (250), wherein the ballast confiner (200) is configured to confine the ballast (250) on the base structure (100), wherein the base structure and the ballast confiner are structurally independent.

Abstract: A method for determining specific heat capacity of fluids includes: (a) injecting a reference fluid into at least one channel of a reference substrate and a sample fluid into at least one channel of a sample substrate; (b) establishing a temperature gradient along the at least one channel of each substrate; (c) measuring temperature differential between the reference and sample substrates along the temperature gradient for a stagnant condition to define a baseline temperature differential, and for each of a plurality of flowrate ratios of the reference and sample fluids flowing through respective channels; and (d) based on the measuring in (c), determining a thermally-balanced flowrate ratio at which the temperature differential corresponds to the baseline temperature differential, and evaluating the specific heat capacity of the sample fluid based on the thermally-balanced flowrate ratio.

Abstract: A temperature measurement device includes a Fabry-Pérot resonator constructed of an inorganic optical material on an end of an optical fiber. Light in the optical fiber couples into a cavity of the Fabry-Pérot resonator and resonates at a resonance that varies with temperature of the Fabry-Pérot resonator. A detector receives output light from the Fabry-Pérot resonator and produces a signal indicating a detected resonance. Computing circuitry receives the signal, determines a temperature of the Fabry-Pérot resonator based on the detected resonance and a relationship that correlates the detected resonance with the temperature of the Fabry-Pérot resonator, and outputs a temperature measurement. The cavity may include a channel comprised of a material having a different refractive index than surrounding material. The temperature measurement device may include multiple Fabry-Pérot resonators.

Abstract: Apparatus and methods enable active compensation for unwanted discrepancies in the superconducting elements of a quantum processor. A qubit may include a primary compound Josephson junction (CJJ) structure, which may include at least a first secondary CJJ structure to enable compensation for Josephson junction asymmetry in the primary CJJ structure. A qubit may include a series LC-circuit coupled in parallel with a first CJJ structure to provide a tunable capacitance. A qubit control system may include means for tuning inductance of a qubit loop, for instance a tunable coupler inductively coupled to the qubit loop and controlled by a programming interface, or a CJJ structure coupled in series with the qubit loop and controlled by a programming interface.

Abstract: Systems, methods, and computer-readable media are disclosed for high-speed falling conductor protection in electric distribution systems. An example method may include calculating, by a processor, at a first time, and for each phase, one or more first impedance values associated with one or more terminals of a transmission line. The example method may also include calculating, by the processor, at a second time, and for each phase, one or more second impedance values associated with the one or more terminals. The example method may also include determining, by the processor, that a rate of change of an impedance of the one or more terminals is greater than a threshold rate of change. The example method may also include determining, by the processor and based on the determination that the rate of change of the one or more terminals is greater than the threshold rate of change, that the transmission line has broken.

Abstract: A method of controlling tethered self-propelled platforms is provided. The method comprises providing a platform leader and a platform follower connected to the leader with a tether to define a first heading line of the leader and a first coordinate frame of the follower. Each of the leader and the follower is pivotally moveable relative to the tether, defining a leader angle and a follower angle. The method further comprises estimating a predicted position of the leader based on a current position, a current speed, and a current yaw rate of the leader. The predicted position of the leader defines a predicted heading line of the leader. The method further comprises determining a trajectory of the follower from the first coordinate frame to the predicted heading line defining a second coordinate frame of the follower. The trajectory is based on a desired distance the predicted heading line and a desired change in yaw angle of the follower.

Abstract: Improved optical modulation is provided in materials which are both piezoelectric and optically isotropic. This enables an acousto-optic modulator configuration with a longitudinal interaction geometry for the optical and acoustic waves which also provides a large acceptance angle. Preferably, the acoustic modulation is at a frequency that corresponds to a mechanical resonance of the modulator window.

Abstract: An optical modulator with a wide aperture, high acceptance angle, low required drive voltages and high operating frequency is provided. The modulator relies on the photoelastic effect and makes use of mechanical resonance in order to improve efficiency. The acoustic excitation and optical propagation path are nominally co-aligned, so the required symmetry breaking is provided by having the modulator material be optically and/or mechanically anisotropic. Such a modulator can be used to enable efficient and low-cost per-pixel optical ranging and speed sensing.

Abstract: In some embodiments, there is provided an apparatus including a common bus and a plurality of oscillatrode circuits coupled to the common bus, the plurality of oscillatrode circuits including a first oscillatrode circuit outputting a first frequency tone when a first input voltage is detected by the first oscillatrode circuit and a second oscillatrode circuit outputting a second frequency tone when a second input voltage is detected by the second oscillatrode circuit, wherein common bus carries the first frequency tone and the second frequency tone at different frequencies in a frequency division multiplex signal. Related systems, methods, and articles of manufacture are also disclosed.

Abstract: The present invention relates to a modified release pharmaceutical formulation comprising one or more sustained release granules that may be prepared by over-mixing and hot melt granulation. The invention also relates to disintegrating monolithic modified release tablets comprising the sustained release granules as an internal phase and an immediate release formulation of a drug or drugs as an external phase. The drug release profile from either these granules or these tables may be adjusted by adjusting the percentages of the formulation's components. In one application, the disintegrating monolithic modified release tablets comprise amoxicillin and clavulanate and have a dissolution profile similar to brand and generic “Augmentin XR® Bilayered Extended Release Tablets (1000 mg/62.5 mg)”. The invention also relates to a method of preparing the foregoing sustained release granules.

Abstract: A radar data acquisition circuit comprising: a radar receiver to receive radar data representing a radar scene in response to a sequence of extended sampling waveform frames that includes multiple sampling waveform subframes; and a first processor; configured with stored program instructions to generate one or more replacement sampling waveform subframes to include in an extended sampling waveform frame of the sequence based at least in part upon one or more radar parameters of radar data received using the sequence of extended sampling waveform frames.