Abstract: Systems and methods are described for generating indications of real-time communication sessions. An ongoing communication session is monitored to identify a most recent subset of communications, the most recent subset of communications being defined by a sliding window. The most recent subset of communications is analysed to identify one or more relevant words, based on at least a user-specific relevancy criterion, the user-specific relevancy criterion being relevant to a user-specific topic associated with a given user profile. Responsive to identifying the one or more relevant words, an indication of the ongoing communication session is provided to a user device associated with the given user profile.

Abstract: Systems and methods are described for generating indications of real-time communication sessions. An ongoing communication session is monitored to identify a most recent subset of communications, the most recent subset of communications being defined by a sliding window. The most recent subset of communications is analysed to identify one or more relevant words, based on at least a user-specific relevancy criterion, the user-specific relevancy criterion being relevant to a user-specific topic associated with a given user profile. Responsive to identifying the one or more relevant words, an indication of the ongoing communication session is provided to a user device associated with the given user profile.

Abstract: The invention is directed toward a tool assembly for optionally operating a tool body independently or in combination with a storage holder for polygonal shaped tools, such as a L shaped hex key. The tool assembly includes a tool main body that can act as a tool itself. The tool main body may comprise a housing, an adjustable securing mechanism, and a control member. The adjustable securing mechanism is mounted in the tool main body housing and is operatively connected with the control member. The adjusting mechanism is configured to accept and secure a tool of different sizes and shapes. The control member is rotatable to bias the adjustable securing mechanism to rotate around an axial direction in the housing so that the adjustable securing mechanism is moved in a manner to either secure a tool or release a tool.

Abstract: Systems and methods are described for generating indications of real-time communication sessions. An ongoing communication session is monitored to identify a most recent subset of communications, the most recent subset of communications being defined by a sliding window. The most recent subset of communications is analysed to identify one or more relevant words, based on at least a user-specific relevancy criterion, the user-specific relevancy criterion being relevant to a user-specific topic associated with a given user profile. Responsive to identifying the one or more relevant words, an indication of the ongoing communication session is provided to a user device associated with the given user profile.

Abstract: Systems and methods are described for generating a dynamic label for a real-time communication session. An ongoing communication session is monitored to identify a content characteristic of the communication session. A size of a sliding window is determined based on the content characteristic, where the size of the sliding window defines a segment of the communication session to include in the most recent subset of communications. The most recent subset of communications is analyzed to identify relevant words based on one or more relevancy criteria. A dynamic label associated with the communication session is generated, where the dynamic label includes at least a selected one of the relevant words.

Abstract: A dispatcher virtual assistant (DVA) that can augment the capability of emergency dispatchers while reducing human errors. Major functions of the DVA include updating an emergency incident's status in real time, recommending or reminding the dispatcher to take proper actions at the right timing, answering the dispatcher's inquiries for task-related information, and fulfilling the dispatcher's request for an incident report. The DVA system includes a dispatcher language model based on machine-learning and deep-learning algorithms, for extracting the status of a live incident from incoming incident logs, and for processing and answering inquiries or requests from the dispatcher. It is customizable for different types of emergencies and for different local communities. The DVA can be used in tandem with an existing CAD system.

Abstract: Systems and methods are described for generating a dynamic label for a real-time communication session. An ongoing communication session is monitored to identify a content characteristic of the communication session. A size of a sliding window is determined based on the content characteristic, where the size of the sliding window defines a segment of the communication session to include in the most recent subset of communications. The most recent subset of communications is analyzed to identify relevant words based on one or more relevancy criteria. A dynamic label associated with the communication session is generated, where the dynamic label includes at least a selected one of the relevant words.

Abstract: Systems and methods are described for generating indications of real-time communication sessions. An ongoing communication session is monitored to identify a most recent subset of communications, the most recent subset of communications being defined by a sliding window. The most recent subset of communications is analysed to identify one or more relevant words, based on at least a user-specific relevancy criterion, the user-specific relevancy criterion being relevant to a user-specific topic associated with a given user profile. Responsive to identifying the one or more relevant words, an indication of the ongoing communication session is provided to a user device associated with the given user profile.

Abstract: A dispatcher virtual assistant (DVA) that can augment the capability of emergency dispatchers while reducing human errors. Major functions of the DVA include updating an emergency incident's status in real time, recommending or reminding the dispatcher to take proper actions at the right timing, answering the dispatcher's inquiries for task-related information, and fulfilling the dispatcher's request for an incident report. The DVA system includes a dispatcher language model based on machine-learning and deep-learning algorithms, for extracting the status of a live incident from incoming incident logs, and for processing and answering inquiries or requests from the dispatcher. It is customizable for different types of emergencies and for different local communities. The DVA can be used in tandem with an existing CAD system.

Abstract: Techniques for managing data center electronic devices in a data center include operating data center server devices that define a particular amount of computing power of a data center, the devices supported in server racks positioned in a frame assembly that includes bays defined along a lengthwise dimension of the frame assembly, the bays arranged in stacked layers that include at least a first layer of bays and a second layer of bays positioned vertically above the first layer of bays, the server racks positioned in at least one of the bays of the first or second layers of bays; determining that at least one of the server devices requires a maintenance operation; based on the determination, operating an automated service machine to move to a location in the data center that is adjacent to the data center server device; and performing the maintenance operation on the at least one data center server device with the automated service machine.

Abstract: A data center system includes a frame assembly that includes a plurality of bays defined along a lengthwise dimension of the frame assembly, the plurality of bays arranged in a plurality of stacked layers of bays, the plurality of stacked layers including at least a first layer of bays and a second layer of bays positioned vertically above the first layer of bays; a plurality of server racks positioned in the bays of the first layer of bays, each of the server racks configured to support a plurality of data center server devices that define a particular amount of computing power; and a plurality of network switches positioned in the bays of the second layer of bays, each of the network switches communicably coupled to at least one of the data center server devices in the first layer of bays.

Abstract: A data center cooling system includes a server rack frame assembly that includes a plurality of bays defined along a lengthwise dimension of the frame assembly, each bay including a volume defined at least in part by a specified height that is orthogonal to the lengthwise dimension and a specified width that is parallel to the lengthwise dimension and sized to at least partially enclose at least one server rack configured to support a plurality of data center computing devices; and at least one cooling unit sized for a bay of the plurality of bays of the server rack frame assembly and configured to circulate a heated airflow from an open back side of the at least one server rack, cool the heated air, and circulate a cooling airflow through an open front side of the at least one server rack.

Abstract: Techniques for managing data center electronic devices in a data center include operating data center server devices that define a particular amount of computing power of a data center, the devices supported in server racks positioned in a frame assembly that includes bays defined along a lengthwise dimension of the frame assembly, the bays arranged in stacked layers that include at least a first layer of bays and a second layer of bays positioned vertically above the first layer of bays, the server racks positioned in at least one of the bays of the first or second layers of bays; determining that at least one of the server devices requires a maintenance operation; based on the determination, operating an automated service machine to move to a location in the data center that is adjacent to the data center server device; and performing the maintenance operation on the at least one data center server device with the automated service machine.

Abstract: A data center cooling system includes a server rack frame assembly that includes a plurality of bays defined along a lengthwise dimension of the frame assembly, each bay including a volume defined at least in part by a specified height that is orthogonal to the lengthwise dimension and a specified width that is parallel to the lengthwise dimension and sized to at least partially enclose at least one server rack configured to support a plurality of data center computing devices; and at least one cooling unit sized for a bay of the plurality of bays of the server rack frame assembly and configured to circulate a heated airflow from an open back side of the at least one server rack, cool the heated air, and circulate a cooling airflow through an open front side of the at least one server rack.

Abstract: A data center system includes a frame assembly that includes a plurality of bays defined along a lengthwise dimension of the frame assembly, the plurality of bays arranged in a plurality of stacked layers of bays, the plurality of stacked layers including at least a first layer of bays and a second layer of bays positioned vertically above the first layer of bays; a plurality of server racks positioned in the bays of the first layer of bays, each of the server racks configured to support a plurality of data center server devices that define a particular amount of computing power; and a plurality of network switches positioned in the bays of the second layer of bays, each of the network switches communicably coupled to at least one of the data center server devices in the first layer of bays.

Abstract: A data center cooling system includes a server rack frame assembly that includes a plurality of bays defined along a lengthwise dimension of the frame assembly, each bay including a volume defined at least in part by a specified height that is orthogonal to the lengthwise dimension and a specified width that is parallel to the lengthwise dimension and sized to at least partially enclose at least one server rack configured to support a plurality of data center computing devices; and at least one cooling unit sized for a bay of the plurality of bays of the server rack frame assembly and configured to circulate a heated airflow from an open back side of the at least one server rack, cool the heated air, and circulate a cooling airflow through an open front side of the at least one server rack.

Abstract: Techniques for managing data center electronic devices in a data center include operating data center server devices that define a particular amount of computing power of a data center, the devices supported in server racks positioned in a frame assembly that includes bays defined along a lengthwise dimension of the frame assembly, the bays arranged in stacked layers that include at least a first layer of bays and a second layer of bays positioned vertically above the first layer of bays, the server racks positioned in at least one of the bays of the first or second layers of bays; determining that at least one of the server devices requires a maintenance operation; based on the determination, operating an automated service machine to move to a location in the data center that is adjacent to the data center server device; and performing the maintenance operation on the at least one data center server device with the automated service machine.

Abstract: Methods are provided for the generation of mesodermal cell types and derivatives thereof. Also provided are methods for generating purified populations of mesodermal cell types and derivatives thereof. The instant disclosure also provides methods of screening for cellular responses of the generated mesodermal cell types and derivatives thereof. Also provide are methods for screening for organismal phenotypes induced by introduction of the generated mesodermal cell types and derivatives thereof. Treatment methods making use of the generated mesodermal cell types and derivatives thereof are also provided. The instant disclosure also provides systems, compositions, and kits for practicing the methods of the disclosure.

Abstract: A data center system includes a frame assembly that includes a plurality of bays defined along a lengthwise dimension of the frame assembly, the plurality of bays arranged in a plurality of stacked layers of bays, the plurality of stacked layers including at least a first layer of bays and a second layer of bays positioned vertically above the first layer of bays; a plurality of server racks positioned in the bays of the first layer of bays, each of the server racks configured to support a plurality of data center server devices that define a particular amount of computing power; and a plurality of network switches positioned in the bays of the second layer of bays, each of the network switches communicably coupled to at least one of the data center server devices in the first layer of bays.

Abstract: Methods, systems, and apparatus, including a housing defining a top surface, a bottom surface, and first and second side surfaces. Also included is a first rail extending from the first side surface and a second rail extending from the second surface such that when the first and second rails are slidably engaged with a third surface. A blower device is included that is axially disposed between the top and bottom surface, wherein a first end of the housing defines a first plenum outlet, the top surface defines a plenum inlet, the bottom surface defines a second plenum outlet that is positioned on a second side of the blower device and that fluidly couples the first plenum chamber to the second plenum chamber. Further, the second plenum chamber is formed by the first and second rails, the bottom surface and the third surface has a third plenum outlet.