Abstract: Example techniques related to portable playback device power management. An example implementation involves launching a power coordinator background process, the power coordinator background process having multiple client programs and establishing respective inter-process communication (IPC) mechanisms between the multiple client programs and the power coordinator background process. The implementation further involves receiving, via the established IPC mechanisms from the multiple client programs, messages indicating that the respective client program is ready to suspend, and determining that each client program of the multiple client programs is ready to suspend. The implementation further includes sending instructions to the operating system to kernel suspend. While in kernel suspend, the playback device detects a particular trigger to kernel resume and in response, performs a kernel resume.

Abstract: A continuous operation method is employed for the microwave high-temperature pyrolysis of a solid material containing an organic matter. The method includes the steps of mixing a solid material containing an organic matter with a liquid organic medium; transferring the obtained mixture to a microwave field; and in the microwave field, continuously contacting the mixture with a strong wave absorption material in an inert atmosphere or in vacuum. The strong wave absorption material continuously generates a high temperature under a microwave such that the solid material containing an organic matter and the liquid organic medium are continuously pyrolyzed to implement a continuous operation.

Abstract: A porous composite material capable of generating an arc in a microwave field includes an inorganic porous framework and a carbon material loaded on the inorganic porous framework. The average pore size of the inorganic porous framework is 0.2-1000 ?m. The porous composite material has an excellent mechanical performance, can generate an arc in a microwave field to quickly generate a high temperature, and thus can be used in fields such as microwave high-temperature heating, biomass pyrolysis, vegetable oil treatment, waste polymer material pyrolysis, petrochemical pyrolysis, carbon-fiber composite material recovery, waste treatment, VOC waste gas treatment, COD wastewater treatment, high-temperature catalysis, waste circuit board full-component recycling, and hydrogen preparation.

Abstract: The present disclosure relates to 7-substituted pyrrolo[2,1-f][1,2,4]triazine compounds or pharmaceutically acceptable salts thereof, and preparation methods and uses thereof. These compounds show good PI3K inhibitory activity, can effectively inhibit the activity of PI3K kinase, and has significant enhancement and improvement of pharmacokinetic properties, such as bioavailability, due to the introduction of the 7-position group; furthermore, the compounds of the present disclosure exhibit an unpredictable high selectivity and strong inhibitory activity on PI3K?, and thus these compounds can be used for treating diseases related to PI3K pathway, especially for anti-cancer or for the treatment of tumors, leukemias and autoimmune diseases. After further optimizing and screening, the compounds are expected to be developed into a new type of anti-tumor drugs.

Abstract: A PCIe SAS direct link connector includes a cable end and a back board; the cable end fixed on the back board and including a direct link female head, a high-speed line, and a 15 pin plug terminal; the back board including a primary and a secondary cavity position; the direct link female head connected with the high-speed line; the 15 pin plug terminal being an asymmetric bow shape and having a short and a long side, a first contact point disposed on the short side, and a second contact point disposed on the long side; the 15 pin plug terminal connected with the high-speed line; when the 15 pin plug terminal is combined with a server board end connector, the first contact point and the second contact point contact a terminal of the server board end connector, respectively, simplifying the connection structure and improving heat dissipation.

Abstract: Various technologies described herein pertain to detecting contextual anomalies in a behavioral network. Label propagation can be performed to construct contexts and assign respective context membership scores to users. Each context can be a respective subset of the users expected to have similar resource usages. The contexts can be constructed and the context membership scores can be assigned by combining behavioral information and contextual side information. The behavioral information can specify respective resource usages by the users within the behavioral network. Moreover, respective contextual anomaly scores for the users can be computed based on the respective context membership scores assigned to the users and the contextual side information. Further, the contextual anomalies can be detected from the contextual anomaly scores.

Abstract: The present disclosure provides processes for the preparation of a compound of formula: which is useful as an antiviral agent. The disclosure also provides compounds that are synthetic intermediates.

Abstract: A control method for stabilizing excimer laser pulse energy includes: obtaining a measured energy value of the n-th pulse in a pulse sequence; calculating the difference between the measured energy value and the preset energy value; taking the z-th pulse of the sequence as a demarcation point, when n is a positive integer less than z, the discharge voltage value of the next pulse is calculated according to a first mathematical model, and when n is an integer greater than z?1, the discharge voltage value of the next pulse is calculated according to a second mathematical model; and the next pulse is generated according to the discharge voltage value. A control system based on the control method includes: a high-voltage discharge module, a laser cavity, a laser parameter measurement module, and an energy stability controller.

Abstract: Aspects of the present disclosure include magnetic sensor devices having a mixed oxide passivation layer. Magnetic sensor devices according to certain embodiments include a magnetic sensor element and a passivation layer having two or more of zirconium oxide, aluminum oxide and tantalum oxide. Also provided are magnetic sensor devices having an encapsulating passivation layer. Magnetic sensor devices according to certain embodiments include a substrate, a magnetic sensor element and a passivation layer that encapsulates the magnetic sensor element. Methods for making a magnetic sensor with a passivation layer are described. Methods and systems for detecting one or more analytes in a sample are also described. Aspects further include kits having one or more of the subject magnetic sensor devices and a magnetic label.

Abstract: A computer-implemented method causes data processing hardware to perform operations for training a firewall utilization model. The operations include receiving firewall utilization data for firewall connection requests during a utilization period. The firewall utilization data includes hit counts for each sub-rule associated with at least one firewall rule. The operations also include generating training data based on the firewall utilization data. The training data includes unused sub-rules corresponding to sub-rules having no hits during the utilization period and hit sub-rules corresponding to sub-rules having more than zero hits during the utilization period. The operations also include training a firewall utilization model on the training data. The operations further include, for each sub-rule associated with the at least one firewall rule, determining a corresponding sub-rule utilization probability indicating a likelihood the sub-rule will be used for a future connection request.

Abstract: A method includes analyzing a dataflow graph representing data dependencies between operators of a dataflow application to identify a plurality of candidate groups of the operators. Based on characteristics of a given hardware accelerator and the operators of a given candidate group of the plurality of candidate groups, determining whether the operators of the given candidate group are to be combined. In response to determining that the operators of the given candidate group are to be combined, retrieving executable binary code segments corresponding to the operators of the given candidate group, generating a unit of binary code including the executable binary code segments and metadata representing an execution control flow among the executable binary code segments, and dispatching the unit of code to the given hardware accelerator for execution of the unit of code.

Abstract: A rehabilitation device is for monitoring hand movement of a user in which one or both forearms are supported on a forearm support region of a support, and an upward facing camera is mounted with a field of view forwards beyond the front of the forearm support to capture an image of the hand or hands, which extend in front of the forearm support region. This avoids the need for the user to wear a sensor glove but also enables a compact system without needing an overhead camera or a large table arrangement.

Abstract: An array substrate, a manufacturing method thereof, and a display device including the array substrate. The array substrate includes a plurality of gate line groups and a plurality of data lines disposed on a substrate, the plurality of gate line groups intersecting with the plurality of data lines to define a plurality of pixel units arranged in an array, wherein each of the plurality of gate line groups includes a first gate line and a second gate line insulated from each other, and orthographic projections of the first gate line and the second gate line of each of the plurality of gate line groups on the substrate at least partially overlap.

Abstract: Example techniques related to portable playback device power management. An example implementation includes a main SoC comprising main processor(s), an auxiliary processor, and a kernel that executes on the one or more main processor cores. During kernel suspend of the kernel, a power management microcontroller monitors a battery for conditions corresponding to respective wake-on-battery triggers, detects that the monitored conditions correspond to a particular wake-on-battery trigger; and in response, sends, to the auxiliary processor, an interrupt corresponding to a particular wake-on-battery trigger, wherein the interrupt causes the auxiliary processor core to enable the main processor(s) and resume the kernel from kernel suspend. After resuming from kernel suspend, the kernel adds a first kernel resume source event indicating the particular wake-on-battery trigger to a power event queue.

Abstract: Example techniques related to portable playback device power management. An example implementation involves launching a power coordinator background process, the power coordinator background process having multiple client programs and establishing respective inter-process communication (IPC) mechanisms between the multiple client programs and the power coordinator background process. The implementation further involves receiving, via the established IPC mechanisms from the multiple client programs, messages indicating that the respective client program is ready to suspend, and determining that each client program of the multiple client programs is ready to suspend. The implementation further includes sending instructions to the operating system to kernel suspend. While in kernel suspend, the playback device detects a particular trigger to kernel resume and in response, performs a kernel resume.

Abstract: A grafted polypropylene resin is prepared by a grafting reaction of a polar monomer capable of absorbing microwave so as to raise its temperature in a microwave field to more than 200° C. and a solid polypropylene resin using microwave irradiation without adding an initiator. The polar grafted polypropylene resin that does not contain initiator residues and does not have a significant reduction in molecular mass compared with a resin before grafting is obtained.

Abstract: This application provides a dynamic time assignment method, apparatus, and system, and relates to the field of communications technologies. The method includes: Central office equipment and customer premise equipment obtain a length of a new downstream transmission duration. The central office equipment and the customer premise equipment first shorten a downstream transmission duration or an upstream transmission duration whose length needs to be shortened; and after lengths of all downstream transmission durations or all upstream transmission durations are shortened, prolong the length of the downstream transmission duration or the upstream transmission duration whose length needs to be prolonged.

Abstract: Methods, software, and apparatus for implementing a high-performance multi-literal matching algorithm. Under aspects of a method, multi-literal matching is used during front-end processing to identify match candidates based on suffix patterns. An extended SHIFT-OR algorithm is performed using the chunk of data as an input to identify match candidates for the suffix patterns, wherein the extended SHIFT-OR algorithm shifts match indicia in the plurality of rows across predetermined bit boundaries and aligns the match indicia corresponding to target suffixes into single columns. Match candidates are indicated when OR'ed column values yield a ‘0’. Match verification for one or more search strings containing the suffix patterns is then performed by a back-end. The scheme eliminates false positives at the predetermined bit boundaries, providing substantial improvement in front-end accuracy and performance.

Abstract: An ultraviolet curing pipeline repair robot is provided. The ultraviolet radiation lamp comprises a lamp panel distributed at the circumference of frame body and ultraviolet LED lamps uniformly distributed on the lamp panel. Each frame body is provided with a spring sleeve circumferentially rotating around frame body. Each driving arm is formed by cross connection of two supporting arms. One end of the first supporting arm is fixedly arranged on frame body, one end of the second supporting arm is connected with a driving arm nut, and the driving arm nut is sleeved the spring sleeve and matched with the screw thread on the outer surface of the spring sleeve. The inside of a tail section of frame body is provided with a network transmission module and a first power carrier module connected with a second aviation plug. A cable is a power cable.

Abstract: A light emitting diode includes an n-type confinement layer, a quantum well active layer formed on the n-type confinement layer, a p-type confinement layer formed on the quantum well active layer, a gallium phosphide-based quantum dot structure formed in the p-type confinement layer, and a GaP-based current spreading layer formed on the GaP-based quantum dot structure. A method of manufacturing the light emitting diode is also provided.