Abstract: A method can include training a machine learning algorithm to determine a duration of a new work order, based on (a) historical input data for the machine learning algorithm and (b) historical output data for the machine learning algorithm. The method can also include determining one or more work orders for a service provider comprising: determining, by the machine learning algorithm, as trained, one or more durations of the one or more work orders; and determining an optimized service route for the one or more work orders. The method can further include updating a work schedule for the service provider based on the optimized service route. Other embodiments are also provided.

Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions that, when executed on the one or more processors, perform: determining one or more work orders for a service provider; determining an optimal service route for the one or more work orders; updating an available time slot in a work schedule of the service provider; and transmitting the work schedule updated with the optimal service route to be displayed on a user interface executed on a device of the service provider. Other embodiments are also provided.

Abstract: The disclosure relates to a method for generating a custom predictive model, the method comprising receiving a plurality of datasets; identifying a plurality of features affecting prediction of a predictive model; determining an importance score for each of the plurality of features; determining a probability of prediction for each dataset from the plurality of the datasets based on one or more features from the plurality of features for the prediction of each dataset, and respective importance scores for the one or more features; and training a custom predictive model using the plurality of datasets with the probabilities, the respective features, and the respective importance scores.

Abstract: The disclosure relates to a device that saves water, energy, and money and may record the savings with a software analytics dashboard. The device allows cold water to flow out when the shower is first turned on and slows or shuts water flow once the water is heated and the shower is unoccupied. After the presence of the user is detected, the shower flow may resume.

Abstract: Systems and methods are provided for automatically orchestrating the handling of events through a processing pipeline without limitation (or without a substantial limitation) as to the size of the event payload associated with the event. The event pipeline system stores event payloads in data stores and generates notifications regarding the events. The notifications may be placed into event streams for handling by various processing components of the event pipeline system. The processing components may receive notifications or events that they are to process, and may separately access event payloads from the data stores. The processing components may generate and save processed event payloads to the data stores in a streaming fashion such that the computing resources of the processing components do not limit (or substantially limit) the size of the event payloads that the processing components may handle.

Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions that, when executed on the one or more processors, perform: determining one or more work orders for a service provider; determining an optimal service route for the one or more work orders; updating an available time slot in a work schedule of the service provider; and transmitting the work schedule updated with the optimal service route to be displayed on a user interface executed on a device of the service provider. Other embodiments are also provided.

Abstract: Systems and methods are provided for automatically orchestrating the handling of events through a processing pipeline without limitation (or without a substantial limitation) as to the size of the event payload associated with the event. The event pipeline system stores event payloads in data stores and generates notifications regarding the events. The notifications may be placed into event streams for handling by various processing components of the event pipeline system. The processing components may receive notifications or events that they are to process, and may separately access event payloads from the data stores. The processing components may generate and save processed event payloads to the data stores in a streaming fashion such that the computing resources of the processing components do not limit (or substantially limit) the size of the event payloads that the processing components may handle.

Abstract: The disclosure relates to a device that saves water, energy, and money and may record the savings with a software analytics dashboard. The device allows cold water to flow out when the shower is first turned on and slows or shuts water flow once the water is heated and the shower is unoccupied. After the presence of the user is detected, the shower flow may resume.

Abstract: Systems and methods are provided for automatically orchestrating the handling of events through a processing pipeline without limitation (or without a substantial limitation) as to the size of the event payload associated with the event. The event pipeline system stores event payloads in data stores and generates notifications regarding the events. The notifications may be placed into event streams for handling by various processing components of the event pipeline system. The processing components may receive notifications or events that they are to process, and may separately access event payloads from the data stores. The processing components may generate and save processed event payloads to the data stores in a streaming fashion such that the computing resources of the processing components do not limit (or substantially limit) the size of the event payloads that the processing components may handle.

Abstract: The disclosure relates to a device that saves water, energy, and money and may record the savings with a software analytics dashboard. The device allows cold water to flow out when the shower is first turned on and slows or shuts water flow once the water is heated and the shower is unoccupied. After the presence of the user is detected, the shower flow may resume.

Abstract: The disclosure relates to a device that saves water, energy, and money and may record the savings with a software analytics dashboard. The device allows cold water to flow out when the shower is first turned on and slows or shuts water flow once the water is heated and the shower is unoccupied. After the presence of the user is detected, the shower flow may resume.

Abstract: An execution environment has a deployed virtual machine image. The virtual machine image provides a service that is identified by a role. The execution environment generates a measurement of the virtual machine image and provides it to a key service to request role keys that enable operation of the virtual machine image in the execution environment. The key service determines whether the virtual machine image is mapped to the role and, if so, returns the role keys to the requesting execution environment.

Abstract: The disclosure relates to a device that saves water, energy, and money and may record the savings with a software analytics dashboard. The device allows cold water to flow out when the shower is first turned on and slows or shuts water flow once the water is heated and the shower is unoccupied. After the presence of the user is detected, the shower flow may resume.

Abstract: A motion-activated shower head adapter that saves water, energy and money and records the savings with a software analytics dashboard. The adapter allows cold water flow out when the shower is first turned on, and shuts off water flow once the water is heated. When the presence of the user is automatically detected, the shower flow resumes.

Abstract: The disclosure relates to a device that saves water, energy, and money and may record the savings with a software analytics dashboard. The device allows cold water to flow out when the shower is first turned on and slows or shuts water flow once the water is heated and the shower is unoccupied. After the presence of the user is detected, the shower flow may resume.

Abstract: An execution environment has a deployed virtual machine image. The virtual machine image provides a service that is identified by a role. The execution environment generates a measurement of the virtual machine image and provides it to a key service to request role keys that enable operation of the virtual machine image in the execution environment. The key service determines whether the virtual machine image is mapped to the role and, if so, returns the role keys to the requesting execution environment.

Abstract: An execution environment has a deployed virtual machine image. The virtual machine image provides a service that is identified by a role. The execution environment generates a measurement of the virtual machine image and provides it to a key service to request role keys that enable operation of the virtual machine image in the execution environment. The key service determines whether the virtual machine image is mapped to the role and, if so, returns the role keys to the requesting execution environment.

Abstract: The present invention relates to conjugate of 17-? estradiol with an analog of indocyanine green dye for the detection of cancers. The invention also provides a method of preparation of the conjugate and method of detection of cancer cells.

Abstract: An execution environment has a deployed virtual machine image. The virtual machine image provides a service that is identified by a role. The execution environment generates a measurement of the virtual machine image and provides it to a key service to request role keys that enable operation of the virtual machine image in the execution environment. The key service determines whether the virtual machine image is mapped to the role and, if so, returns the role keys to the requesting execution environment.

Abstract: The present invention relates to conjugate of 17-? estradiol with an analogue of indocyanine green dye for the detection of cancers. The invention also provides a method of preparation of the conjugate and method of detection of cancer cells.