Abstract: Techniques described herein relate to a method for deploying workflows. The method may include receiving, by a global orchestrator of a device ecosystem, a request to execute a workflow; decomposing, by the global orchestrator, the workflow into a plurality of workflow portions; executing, by the global orchestrator, a metaheuristic algorithm to generate a result comprising a plurality of domains of the device ecosystem in which to execute the plurality of workflow portions; and providing, by the global orchestrator, the plurality of workflow portions to respective local orchestrators of the plurality of domains based on the result of executing the metaheuristic algorithm.

Abstract: A system and method for making made-to-order architectural millwork of custom dimensions; including the design of wood joints and a system for deploying them within the overall structural design of individual architectural millwork units, as well as methods for online design and ordering, automated writing of machine code, robotic part preparation, and simplified on-site installation. With the automation and generation of digital code for manufacturing custom architectural components, this method makes the formation of distributed manufacturing centers possible. Through this method and with minimum re-tooling and/or training, these centers are able to produce custom millwork more efficiently and effectively than traditional custom millwork woodshops.

Abstract: A method of manufacturing a patient interface for sealed delivery of a flow of air at a continuously positive pressure with respect to ambient air pressure to an entrance to the patient's airways includes collecting anthropometric data of a patient's face. Anticipated considerations are identified from the collected anthropometric data during use of the patient interface. The collected anthropometric data is processed to provide a transformed data set based on the anticipated considerations, the transformed data set corresponding to at least one customised patient interface component. At least one patient interface component is modeled based on the transformed data set.

Abstract: A pressure-based packaging system has an upper frame and a lower frame bounded by a walled containment in which they are placed to hold articles therebetween, the upper frame having spaces for receiving the tops of articles and the lower frame having spaces for receiving bottoms of articles, where either one or both of the upper and lower frames is made from folding a single sheet of material into a box-like form.

Abstract: A system and method for managing the care of a patient includes receiving (410) physiological signals of a patient; extracting (440) respiration information from the physiological signals; determining a vital sign of the patient by: using (450, 460) the respiration information to determine portions of the physiological signals, or of vital sign information extracted from the physiological signals, that correspond to the expiration phase of the respiratory cycle; determining (470) a vital sign of the patient using only the portions of the physiological signals, or of the vital signal information, that correspond to an expiration phase of the respiratory cycle; and displaying an indication of the determined vital sign at an output device.

Abstract: A container includes an outlet defining an opening that is in fluid communication with an interior portion of the container, the outlet having a central axis. The container also a neck portion having an upper structural ring lying in a first plane that is substantially perpendicular to the central axis, and a lower structural ring lying in a second plane that is substantially perpendicular to the central axis, wherein the first plane and the second plane being separated by a vertical distance. The neck portion may have a gusset extending between the upper structural ring and the lower structural ring, and the gusset may have a plane of symmetry, wherein the central axis lies in the plane of symmetry. The container further includes a shoulder beneath the neck portion, a waist section beneath the shoulder, and a base beneath the waist section.

Abstract: In accordance with the invention a wire coat rubber composition for a tire comprises from 70 phr to 100 phr of cis 1,4-polyisoprene rubber, from 0 phr to 30 phr of solution styrene butadiene rubber, from 65 phr to 95 phr pre-silanized precipitated silica, from 0.1 phr to 5 phr of a cobalt salt, up to 15 phr carbon black, up to 10 phr of a resin, and up to 10 phr oil. Further the present invention is directed to a tire comprising such a wire coat composition.

Abstract: Techniques described herein relate to a method for performing data services. The method may include receiving, from a monitor agent, a global name and metadata corresponding to data written to a data structure of storage of a data host; performing a services assessment using the global name, the metadata, and a data service policy rule to obtain at least one data service to perform on the data; and performing the at least one data service based on the services assessment.

Abstract: A deployment manager for managing a deployment includes storage for storing an asset management request and an asset manager. The asset manager obtains the asset management request for an asset of the deployment; in response to obtaining the asset management request: places the asset into a management mode that enables at least one physical component of the asset to be physically managed; manages the asset based on the asset management request while in the management mode; and places the asset into an active mode that disables the at least one physical component of the asset to be physically managed.

Abstract: Supervised partitioning is used to perform record matching. A request to identify matches between records is received. A graph representation that indicates similarities between the records is partitioned and an evaluation of the partitioning is performed according to a supervised machine learning technique to generate a confidence value in the partitioning. An indication of equivalent records according to the partitioning and the confidence value of the partitioning may be provided.

Abstract: An extracorporeal blood treatment device and a method are provided for removing a secondary membrane formed on a semipermeable membrane of a dialyzer during an extracorporeal blood treatment. The extracorporeal blood treatment device operates in a first operating mode in which a dialysate outlet valve is open such that dialysate flows through a dialyzer feed line, through a dialysate chamber, and into and through a dialyzer discharge line. The extracorporeal blood treatment device operates in a second operating mode to remove the secondary membrane from the semipermeable membrane. During the second operating mode, the dialysate outlet valve is closed for a duration of time such that dialysate is prevented from flowing through the dialyzer discharge line. A backflush procedure results wherein a volume of dialysate passes from the dialysate chamber through the semipermeable membrane and into the blood chamber.

Abstract: Embodiments provide a thermal management system for supplying stored energy for the purpose of cooling by direct mixing of a common working fluid within a thermal store in which the cooling is realised by phase via latent heat phase change of an ice slurry of the working fluid.

Abstract: A drain assembly for installation in a shower floor, the drain assembly including a drain body including an upper surface defining a top side, and a lower surface opposite the upper surface defining a bottom side. The drain assembly also defines an aperture extending along an axis through the drain body between the upper surface and the lower surface and includes an outlet having a flange and an elongated body. When assembled, the elongated body is configured to extend below the lower surface of the drain body when the flange rests on the upper surface. The drain assembly also includes one or more fasteners configured to couple the outlet to the drain body to form a water-tight seal therebetween, where each of the one or more fasteners are accessible from the top side.

Abstract: The present innovations control and improve operation of one or more microgrids optionally and/or intermittently coupled to an Electric Power System(s).

Abstract: Techniques described herein relate to a method for deploying workflows. The method may include receiving, by a platform controller of a domain, a workflow portion and workflow constraints from a service controller of a federated controller, provisioning, by the platform controller, a set of devices in the domain to the workflow portion, executing the workflow portion in the domain using the set of devices, monitoring the executing of the workflow portion to determine an occupancy of the workflow portion, making a determination that the occupancy of the workflow portion exceeds an available capacity of the domain, providing, based on the determination, the occupancy to the service controller, and in response to the occupancy, performing, by the service controller, a remediation action.

Abstract: Techniques described herein relate to a method for managing workflows. The method may include obtaining, from a client, by a registration manager associated with accelerator pools, a request to perform a portion of a workflow using accelerators; identifying a minimum quantity and a maximum quantity of accelerators associated with the request; identifying a storage to store data associated with the portion of the workflow; identifying an accelerator pool of the accelerator pools that includes at least the maximum quantity of accelerators; establishing a connection between the client, the storage, and accelerators of the accelerator pool to perform the portion of the workflow; and initiating the performance of the portion of the workflow using the storage, the client, and the accelerators of the accelerator pool.

Abstract: Techniques described herein relate to a method for provisioning workflows with data transformation services. The method may include receiving, by a platform controller associated with a first domain, workflow information associated with a portion of a workflow to be deployed in a device ecosystem, where the portion of the workflow includes a first subportion of the workflow; identifying an output intent associated with data of the first subportion of the workflow; making a first determination that the output intent is associated with a data transformation of the data; making a second determination that the first domain is able to perform the data transformation; and establishing data transformation services using resources of the first domain; and initiating performance of the first subportion of the workflow, where executing the first subportion of the workflow includes executing the data transformation services.

Abstract: Techniques described herein relate to a method for deploying workflows. The method may include obtaining, by a registration manager associated with accelerator pools, a first request from a client to perform a portion of a first workflow using accelerators; identifying a minimum quantity and a maximum quantity of accelerators associated with the first request; identifying an accelerator pool of the accelerator pools to perform the portion of the first workflow based on the minimum quantity and the maximum quantity of accelerators, where the accelerator pool includes at least the maximum quantity of accelerators; establishing a connection between the client and the accelerators of the accelerator pool to perform the portion of the first workflow; and initiating performance of the portion of the first workflow, wherein the portion of the first workflow is performed using at least the minimum quantity of accelerators.

Abstract: Techniques described herein relate to a method for deploying workflows. The method may include receiving, by a platform controller of a domain, a workflow portion from a service controller of a federated controller, provisioning a set of devices in the domain to the workflow portion based on a first fit, generating, by the platform controller, a workflow fingerprint based on the provisioning of the set of devices and based on the workflow portion, executing the workflow portion in the domain using the set of devices, making a determination that the workflow portion requires additional resources, based on the determination, provisioning additional resources of the domain to the workflow portion to obtain an updated execution resource set, and updating the workflow fingerprint based on the updated execution resource set to obtain an updated workflow fingerprint, and executing the workflow portion using the updated execution resource set.