Abstract: An atomization assembly and an aerosol generating device are provided. The aerosol generating device includes a power supply member and the atomization assembly. The atomization assembly includes a housing, a liquid storage cavity is formed in the housing. The liquid storage cavity is configured to accommodate an atomizable substrate. An absorption member is arranged in the liquid storage cavity. The absorption member is spaced apart from the atomizable substrate. The absorption member is configured to absorb oxygen or nitrogen from air inside the liquid storage cavity.

Abstract: An atomizer and an electronic atomization device are provided. The atomizer includes a first liquid storage tank and a second liquid storage tank. The second liquid storage tank includes first internal space configured to accommodate an atomization medium and an atomization cavity formed inside the first liquid storage tank. The second liquid storage tank includes second internal space configured to accommodate a sacrificial medium, where the second liquid storage tank is provided with a first vent hole configured to allow air to enter the second internal space. The connection channel is internally provided with a separator configured to allow the air to pass through and prevent the atomization medium and the sacrificial medium from passing through. An atomization core is arranged in the atomization cavity and configured to heat the atomization medium. A leaked liquid collecting tank is configured to collect the sacrificial medium leaked.

Abstract: A data processing method includes: generating respective private key information of M participants; performing a shard operation on the respective private key information of the M participants according to a predetermined shard operation protocol to obtain key information; encrypting plaintext data of each of the M participants using the key information to obtain respective ciphertext data of the M participants; and performing computation on the respective ciphertext data of the M participants to obtain a data computation result for the M participants.

Abstract: A third-party service may be used to assist entities in responding to requests of users by determining a suggested resource corresponding to a received communication. The third party service may receive a request from a first entity, such as via an application programming interface request, that includes a message in a conversation. A conversation feature vector may be computed by processing the message with a first neural network. A suggested resource may be determined using the conversation feature vector. The third-party service may then return the suggested resource for use in the conversation. The third-party service may similarly be used to assist other entities in responding to requests of users.

Abstract: A method of caching large data objects of greater than 1 GB, comprising: populating a sharded cache with large data objects backfilled from a data store; servicing large data object requests from a plurality of worker nodes via the sharded cache, comprising deterministically addressing objects within the sharded cache; and if a number of requests for an object within a time exceeds a threshold: after receiving a request from a worker node for the object, sending the worker node a redirect message directed to a hot cache, wherein the hot cache is to backfill from a hot cache backfill, and wherein the hot cache backfill is to backfill from the sharded cache.

Abstract: Embodiments are provided for communicating notifications and other textual data associated with applications installed on an electronic device. According to certain aspects, a user can interface with an input device to send a wake up trigger to the electronic device. The electronic device retrieves application notifications and converts (288) the application notifications to audio data. The electronic device also sends the audio data to an audio output device for annunciation. The user may also use the input device to send a request to the electronic device to activate the display screen. The electronic device identifies an application corresponding to an annunciated notification, and activates the display screen and initiates the application.

Abstract: A liquid guiding assembly for an electronic atomization device includes: at least one thermal conduction layer and at least one isolation layer that are stacked. The at least one isolation layer makes contact with a heating element of the electronic atomization device, the at least one isolation layer isolating the thermal conduction layer from the heating element. The at least one isolation layer transfers at least some heat generated by the heating element to the at least one thermal conduction layer.

Abstract: An atomization assembly includes: a main housing having an atomization cavity and a medium storage cavity circumferentially surrounding the atomization cavity; and a heating unit including a liquid guide tube and a heating element, a first part of the liquid guide tube being accommodated in the atomization cavity, a second part of the liquid guide tube extending into the medium storage cavity, the heating element being wound outside the first part of the liquid guide tube accommodated in the atomization cavity. The liquid guide tube conducts heat generated by the heating element to the medium storage cavity.

Abstract: An atomization core includes: a support member having a liquid guiding channel and a liquid guiding hole, the liquid guiding channel running through two ends of the support member in an axial direction of the support member, the liquid guiding hole running through a side wall of the liquid guiding channel in a radial direction of the support member; a liquid guiding core sleeved on an outer periphery of the support member, an aerosol-forming medium in the liquid guiding channel being guidable to the liquid guiding core through the liquid guiding hole; and a heating mesh arranged on an outer periphery of the liquid guiding core for heating and atomizing the aerosol-forming medium

Abstract: A third-party service may be used to assist entities in responding to requests of users by determining a suggested resource corresponding to a received communication. The third party service may receive a request from a first entity, such as via an application programming interface request, that includes a message in a conversation. A conversation feature vector may be computed by processing the message with a first neural network. A suggested resource may be determined using the conversation feature vector. The third-party service may then return the suggested resource for use in the conversation. The third-party service may similarly be used to assist other entities in responding to requests of users.

Abstract: A third-party service may be used to assist entities in responding to requests of users by determining a suggested response to a received communication. The third party service may receive a request from a first entity, such as via an application programming interface request, that includes a message in a conversation. A conversation feature vector may be computed by processing the message with a first neural network. A suggested respond to the message may be determined by processing the conversation feature vector with a second neural network. The third-party service may then return the suggested response for use in the conversation. The third-party service may similarly be used to assist other entities in responding to requests of users.

Abstract: Embodiments are provided for communicating notifications and other textual data associated with applications installed on an electronic device. According to certain aspects, a user can interface with an input device to send a wake up trigger to the electronic device. The electronic device retrieves application notifications and converts (288) the application notifications to audio data. The electronic device also sends the audio data to an audio output device for annunciation. The user may also use the input device to send a request to the electronic device to activate the display screen. The electronic device identifies an application corresponding to an annunciated notification, and activates the display screen and initiates the application.

Abstract: Embodiments are provided for communicating notifications and other textual data associated with applications installed on an electronic device. According to certain aspects, a user can interface with an input device to send (218) a wake up trigger to the electronic device. The electronic device retrieves (222) application notifications and converts (288) the application notifications to audio data. The electronic device also sends (230) the audio data to an audio output device for annunciation (232). The user may also use the input device to send (242) a request to the electronic device to activate the display screen. The electronic device identifies (248) an application corresponding to an annunciated notification, and activates (254) the display screen and initiates the application.

Abstract: A method of caching large data objects of greater than 1 GB, comprising: populating a sharded cache with large data objects backfilled from a data store; servicing large data object requests from a plurality of worker nodes via the sharded cache, comprising deterministically addressing objects within the sharded cache; and if a number of requests for an object within a time exceeds a threshold: after receiving a request from a worker node for the object, sending the worker node a redirect message directed to a hot cache, wherein the hot cache is to backfill from a hot cache backfill, and wherein the hot cache backfill is to backfill from the sharded cache.

Abstract: A method of caching large data objects of greater than 1 GB, comprising: populating a sharded cache with large data objects backfilled from a data store; servicing large data object requests from a plurality of worker nodes via the sharded cache, comprising deterministically addressing objects within the sharded cache; and if a number of requests for an object within a time exceeds a threshold: after receiving a request from a worker node for the object, sending the worker node a redirect message directed to a hot cache, wherein the hot cache is to backfill from a hot cache backfill, and wherein the hot cache backfill is to backfill from the sharded cache.

Abstract: Medical records may be analyzed to identify important items in the text of the medical record. Actionable content may be identified and may be emphasized or extracted from the medical record. Actionable content may be categorized into one or more categories. Identification may include processing using trained models that use contextual information and position information to determine sentence labels.

Abstract: A third-party service may be used to assist entities in responding to requests of users by determining a suggested response to a received communication. The third party service may receive a request from a first entity, such as via an application programming interface request, that includes a message in a conversation. A conversation feature vector may be computed by processing the message with a first neural network. A suggested respond to the message may be determined by processing the conversation feature vector with a second neural network. The third-party service may then return the suggested response for use in the conversation. The third-party service may similarly be used to assist other entities in responding to requests of users.

Abstract: A method of caching large data objects of greater than 1 GB, comprising: populating a sharded cache with large data objects backfilled from a data store; servicing large data object requests from a plurality of worker nodes via the sharded cache, comprising deterministically addressing objects within the sharded cache; and if a number of requests for an object within a time exceeds a threshold: after receiving a request from a worker node for the object, sending the worker node a redirect message directed to a hot cache, wherein the hot cache is to backfill from a hot cache backfill, and wherein the hot cache backfill is to backfill from the sharded cache.

Abstract: Embodiments are provided for communicating notifications and other textual data associated with applications installed on an electronic device. According to certain aspects, a user can interface with an input device to send (218) a wake up trigger to the electronic device. The electronic device retrieves (222) application notifications and converts (288) the application notifications to audio data. The electronic device also sends (230) the audio data to an audio output device for annunciation (232). The user may also use the input device to send (242) a request to the electronic device to activate the display screen. The electronic device identifies (248) an application corresponding to an annunciated notification, and activates (254) the display screen and initiates the application.

Abstract: A system and method for achieving synchronized audio and image control of lighting is provided. The system includes: audio-image information acquisition and processing software of an audio-image playback device for achieving acquisition, analysis, and processing of audio and screen image information, and encapsulating the audio and screen image information into a synchronization control instruction according to a predetermined control strategy; a cloud server; and a lighting device for receiving the synchronization control instruction transmitted from the audio-image information acquisition and processing software to separate out audio and screen image color control instructions, and controlling colors and rhythm changes of a lamp according to a predetermined control strategy.