Abstract: Dynamic timers are determined using machine learning. The timers are used to control the amount of time that new data transaction requests wait before being processed by a data transaction processing system. The timers are adjusted based on changing conditions within the data transaction processing system. The dynamic timers may be determined using machine learning inference based on feature values calculated as a result of the changing conditions.

Abstract: Dynamic timers are determined using machine learning. The timers are used to control the amount of time that new data transaction requests wait before being processed by a data transaction processing system. The timers are adjusted based on changing conditions within the data transaction processing system. The dynamic timers may be determined using machine learning inference based on feature values calculated as a result of the changing conditions.

Abstract: Dynamic timers are determined using machine learning. The timers are used to control the amount of time that new data transaction requests wait before being processed by a data transaction processing system. The timers are adjusted based on changing conditions within the data transaction processing system. The dynamic timers may be determined using machine learning inference based on feature values calculated as a result of the changing conditions.

Abstract: Dynamic timers are determined using machine learning. The timers are used to control the amount of time that new data transaction requests wait before being processed by a data transaction processing system. The timers are adjusted based on changing conditions within the data transaction processing system. The dynamic timers may be determined using machine learning inference based on feature values calculated as a result of the changing conditions.

Abstract: In an example implementation, a method of operating a three-dimensional (3D) printing system includes forming a fused 3D object in the printing tray of a 3D printer and vibrating the tray to separate unfused material from the fused 3D object.

Abstract: A portable item reporting device (PIRD) is configured to detect an individual person's use of conventional consumer eyeglasses. A PIRD includes a microprocessor, memory, one or more environmental detectors (such as optical detectors, motion detectors, cameras, and location detectors, as well as timer elements and possibly calendar elements. With the integrated electronics, the eyeglasses with PIRD may self-identify contexts in which the glasses may be lost, stolen, or misplaced. The eyeglasses with PIRD may also identify when the glasses have been covered over with papers or other objects (such as when set down on a desk), so that the owner of glasses may be at risk of losing or forgetting the glasses. A camera of the glasses may also maintain an ongoing record of user activity when the user is wearing the glasses. The record may aid the user in later identifying other personal items which the user set down and forgot to pick up again.

Abstract: A portable item reporting device (PIRD) automatically learns a use of a portable item which is selected by an owner or authorized user of the portable item, where the PIRD is configured to be attached to and in substantial collocation with the selected portable item, or to be integrated into the portable item. The PIRD includes environmental monitors which monitor item location, item movement, and/or other environmental factors. The PIRD detects obtains and analyzes environmental data during usage of the portable item by the authorized user, or during user-designated storage of the portable item in a storage location. The PIRD further identifies and/or learns, based on the detected environmental data, one or more repeated patterns and/or context-determined patterns of usage or physical storage of the user's portable item. The PIRD then stores the past, learned pattern(s) of usage data as indicative of expected and/or normal, future use/storage by the authorized user of the portable item.

Abstract: A portable item reporting device automatically learns a use of a portable item which is selected by an authorized user of the portable item, where the device is configured to be attached to and in substantial collocation with the selected portable item, or to be integrated into the portable item. The portable item reporting device monitors item location, item movement, and/or other environmental factors. The portable item reporting device detects and analyzes environmental data during usage of the portable item by the authorized user, or during user-designated storage of the portable item in a storage location. The device further identifies and/or learns, based on the detected enviromental data, one or more repeated patterns and/or context-determined patterns of usage or physical storage of the user's portable item. The device then stores the past, learned pattern(s) of usage data as indicative of expected and/or normal, future use/storage by the authorized user of the portable item.

Abstract: Personal portable items are subject to potential loss or misplacement by their owners or authorized users. A system and method is operative with personal portable items which are locally associated with a processor, memory, and sensors (either built-in or via attached sensing device). The memory stores environmental parameters which indicate a potential chance or possibility that an item may be lost, stolen, or misplaced in the near-term, proximate future. The stored parameters are customized to the historical or expected uses of the portable item by a particular user or owner in particular, user-specific contexts. The sensors sense the environment of the portable item in real-time. If the sensed environment or sensed item usage matches the environmental parameters which indicate risk of loss or misplacement, an alert element signals the portable item's user, enabling the user to take anticipatory action to prevent item loss.

Abstract: In an example implementation, a method of operating a three-dimensional (3D) printing system includes forming a fused 3D object in the printing tray of a 3D printer and vibrating the tray to separate unfused material from the fused 3D object.

Abstract: Personal portable items are subject to potential loss or misplacement by their owners or authorized users. A system and method is operative with personal portable items which are locally associated with a processor, memory, and sensors (either built-in or via attached sensing device). The memory stores environmental parameters which indicate a potential chance or possibility that an item may be lost, stolen, or misplaced in the near-term, proximate future. The stored parameters are customized to the historical or expected uses of the portable item by a particular user or owner in particular, user-specific contexts. The sensors sense the environment of the portable item in real-time. If the sensed environment or sensed item usage matches the environmental parameters which indicate risk of loss or misplacement, an alert element signals the portable item's user, enabling the user to take anticipatory action to prevent item loss.

Abstract: In an example implementation, a method of operating a three-dimensional (3D) printing system includes forming a fused 3D object in the printing tray of a 3D printer and vibrating the tray to separate unfused material from the fused 3D object.

Abstract: A portable item reporting device may be attached to a portable item, embedded within the portable item, or integrated into the portable item. The device is configured for sustained collocation with the portable item, and includes a sensor or sensors to locally monitor portable item environmental factors. The reporting device provides self-monitoring services for its associated portable item. The device can identify usage(s) or behavior(s), environmental context(s), or operational parameter(s) of the portable item. The reporting device is a generalized monitoring device which can be configured for use with and is adaptable to a wide variety of different portable items, for different users with varying intended uses for the portable item. The reporting device can be dynamically configured and adapted to identify and provide alerts for a wide variety of displaced conditions, that is, for problem conditions which are unique for a particular portable item, a particular user, and/or particular context of usage.

Abstract: A portable item reporting device may be attached to a portable item, embedded within the portable item, or integrated into the portable item. The device is configured for sustained collocation with the portable item, and includes a sensor or sensors to locally monitor portable item environmental factors. The reporting device provides self-monitoring services for its associated portable item. The device can identify usage(s) or behavior(s), environmental context(s), or operational parameter(s) of the portable item. The reporting device is a generalized monitoring device which can be configured for use with and is adaptable to a wide variety of different portable items, for different users with varying intended uses for the portable item. The reporting device can be dynamically configured and adapted to identify and provide alerts for a wide variety of displaced conditions, that is, for problem conditions which are unique for a particular portable item, a particular user, and/or particular context of usage.

Abstract: A portable item reporting device for automatically learning a use of a portable item by an authorized user is configured to be attached to and in substantial collocation with the portable item, or to be integrated into a portable item. The device includes a sensor to monitor item location, item movement, and/or other environmental factors. The device obtains and analyzes environmental data during usage of the portable item by an authorized user or during storage of the portable item. The device is further configured to identify and/or learn, based on the sensed data, one or more repeated or context-determined patterns of usage or storage of the portable item. The device then stores the past pattern(s) of usage data as indicative of expected normal use/storage by the authorized user. The device then monitors current environmental conditions surrounding and pertaining to the portable item.

Abstract: An intelligent electronic system for use with an item container/carrier, such as a suitcase, briefcase, backpack, car trunk, purse, wallet, storage compartment, storage facility, locker, or similar. The system is used with item containers/carriers that contain portable items which can be identified by electronic, optical, or similar means. For example, the portable items may be outfitted with portable item reporting devices (BIRDS) which provide item monitoring and signaling; or the portable items may be identified via RFID tags. The system includes a sensor to identify portable items in the container/carrier via their BIRD signals, RFID signatures, or optical signature. The system includes memory to store identifications of portable items. The system can store one or more lists of specified portable items which are expected to be present within the containers/carriers, possibly with different lists being applicable in different contexts.

Abstract: A portable item reporting device is configured to be attached to and in substantial collocation with a portable item, or to be integrated into a portable item. The device includes an environmental sensor to monitor two or more real-time environmental factors, such as item location, item movement, ambient light, ambient sounds, ambient temperature, etc. The device is configured to store usage expectation data indicative of historical and/or expected item usage and environments when the item is in normal use/storage associated with an authorized user. The device monitors current environmental conditions surrounding and pertaining to the item. The device compares the expected environment with the current environment, and/or with the recent historical environment.

Abstract: In an example implementation, a method of operating a three-dimensional (3D) printing system includes forming a fused 3D object in the printing tray of a 3D printer and vibrating the tray to separate unfused material from the fused 3D object.

Abstract: A portable item reporting device is configured to be attached to and in substantial collocation with a portable item, or to be integrated into a portable item. The device includes an environmental sensor to monitor two or more real-time environmental factors, such as item location, item movement, ambient light, ambient sounds, ambient temperature, etc. The device is configured to store usage expectation data indicative of historical and/or expected item usage and environments when the item is in normal use/storage associated with an authorized user. The device monitors current environmental conditions surrounding and pertaining to the item. The device compares the expected environment with the current environment, and/or with the recent historical environment.

Abstract: A portable item reporting device (200) is configured to be attached to and in substantial collocation with a portable item (100), or to be integrated into a portable item (100). The device (200) includes environmental sensors (210) to monitor item location, movement, ambient light, sounds, temperature, etc. The device (200) is configured to store usage expectation data (600) indicative of historical and/or expected item usage and environments when the item (100) is in normal use/storage associated with an authorized user (AU). The device (200) monitors current environmental conditions (104) surrounding and pertaining to the item. If the current environment (104) is inconsistent with expected conditions (600), the device (200) assesses that the item (100) is displaced (503.0), meaning either that the item (100) is in abnormal use or abnormal storage, or is under the control of an unauthorized user (UU) who is other than the authorized user (AU).