Abstract: A policy server and a charging server authorize and authenticate data traffic bypassing a mobile network. The policy server stores subscriber records, each containing one a mobile subscriber identifier corresponding to a communication device. The policy server receives a control session request from a gateway server in a fixed broadband network, including a broadband subscriber identifier and a first network address. Responsive to receiving the request, the policy server creates and stores a control session record including the broadband subscriber identifier and the first network address. The policy server receives an access session request from an application server in a multimedia network, including a mobile subscriber identifier and a second network address. The policy server determines whether the first network address matches the second network address; and when the determination is affirmative, updates the control session record to insert the mobile subscriber identifier.

Abstract: A mechanism is described for facilitating sharing of data and compression expansion of models at autonomous machines. A method of embodiments, as described herein, includes detecting a first processor processing information relating to a neural network at a first computing device, where the first processor comprises a first graphics processor and the first computing device comprises a first autonomous machine. The method further includes facilitating the first processor to store one or more portions of the information in a library at a database, where the one or more portions are accessible to a second processor of a computing device.

Abstract: Systems, apparatuses and methods may provide away to blend two or more of the scene surfaces based on the focus area and an offload threshold. More particularly, systems, apparatuses and methods may provide a way to blend, by a display engine, two or more of the focus area scene surfaces and blended non-focus area scene surfaces. The systems, apparatuses and methods may include a graphics engine to render the focus area surfaces at a higher sample rate than the non-focus area scene surfaces.

Abstract: A mechanism is described for facilitating multi-level scheduling of workloads in computing devices. A method of embodiments, as described herein, includes facilitating multiple levels of scheduling for processing of workloads using multiple levels of queues, where the workloads are associated with a device including a processor of a computing device.

Abstract: An apparatus to facilitate optimization of a neural network (NN) is disclosed. The apparatus includes optimization logic to define a NN topology having one or more macro layers, adjust the one or more macro layers to adapt to input and output components of the NN and train the NN based on the one or more macro layers.

Abstract: A method, an apparatus, and a computer-readable medium for wireless communication are provided. In one aspect, an apparatus is configured to determine that a multi-hop feature is enabled for a service and to transmit, based on the determination, a multi-hop attribute that may include at least one of an identifier provided by a publisher device or a hop count associated with the service. In another aspect, an apparatus is configured to determine a data scheduling protocol for a multi-hop service and to communicate with one or more wireless devices based on the determined data scheduling protocol.

Abstract: An apparatus includes a memory and a processor coupled to the memory. The processor is configured to determine a first identifier that corresponds to a data link group identifier of a data link group and to determine a second identifier that corresponds to a device. The processor is further configured to generate an internet protocol (IP) address for a data link interface of the device based on a combination of a data link routing prefix, the first identifier, and the second identifier.

Abstract: Systems, apparatuses and methods may provide for technology that determines a stencil value and uses the stencil value to control, via a stencil buffer, a coarse pixel size of a graphics pipeline. Additionally, the stencil value may include a first range of bits defining a first dimension of the coarse pixel size and a second range of bits defining a second dimension of the coarse pixel size. In one example, the coarse pixel size is controlled for a plurality of pixels on a per pixel basis.

Abstract: Disclosed are methods and agents for modulating proliferation, migration and/or survival of cells. More particularly, the present invention discloses molecules that have any one or more activities selected from: inhibiting binding of vitronectin to at least one vitronectin-binding partner selected from an IGF and IGFBP, inhibiting formation of a complex comprising vitronectin and at least one vitronectin-binding partner selected from an IGF and IGFBP, or inhibiting proliferation or survival of a hyperproliferative cell (e.g., a neoplastic cell or non-neoplastic cell), or inhibiting migration or invasion of a hyperproliferative cell (e.g., a neoplastic cell or a non-neoplastic cell). Additionally, the present invention discloses the use of these molecules in methods and compositions for treating or preventing hyperproliferative cell disorders including neoplastic (e.g., cancers such as epithelial cancers) and non-neoplastic disorders.

Abstract: A method for communicating Neighborhood Information includes generating the Neighborhood Information at an access point. The method also includes communicating the Neighborhood Information from the access point to a second access point in a Neighbor Aware Network (NAN).

Abstract: A vehicle includes a navigation system outputting at least one route guidance instruction and a vehicle seat having a plurality of inflatable bladders therein and an inflation assembly for selectively inflating and deflating the bladders independently. A controller is in communication with the navigation system and with the vehicle seat to cause the inflation assembly to inflate and deflate selected ones of the bladders to indicate a component of the at least one route guidance instruction.

Abstract: A plurality of data packets is received from a wireless communication system. At least one of SIP signaling messages and S1-AP signaling messages associated with calls being made or attempted in the wireless communication system are analyzed for a specified time period to identify one or more dropped calls. At least one of SIP signaling error codes and S1-AP signaling cause codes associated with the identified dropped calls are analyzed to identify one or more call drop reasons. An ASI data set is generated based on the analysis of the at least one of the SIP signaling messages and the S1-AP signaling messages and based on the analysis of the at least one of the SIP signaling error codes and the S1-AP signaling cause codes.

Abstract: Systems, apparatuses and methods may provide away to blend two or more of the scene surfaces based on the focus area and an offload threshold. More particularly, systems, apparatuses and methods may provide a way to blend, by a display engine, two or more of the focus area scene surfaces and blended non-focus area scene surfaces. The systems, apparatuses and methods may include a graphics engine to render the focus area surfaces at a higher sample rate than the non-focus area scene surfaces.

Abstract: Systems and methods disclosed herein use one or more auxiliary time series to more accurately identify change points in a target time series. This involves receiving data for the target time series and one or more auxiliary time series, where the one or more auxiliary time series have a relationship with the target time series. A combined auxiliary time series is generated based on the relationship between the target time series and the one or more auxiliary time series and the change point is detected for the target time series based on the target time series and the combined auxiliary time series. In one embodiment, time series data is received on an on-going basis. Recent time series data for the target time series and the one or more auxiliary time series is identified and used to detect the change point. The change point can be detected without using time series data older than the recent time series data.

Abstract: In some implementations, a device displays supplemental information in connection with a digital work. The supplemental information may include a visual representation that represents one or more occurrences of an object in the digital work. The visual representation may include an area representative of an expanse of the digital work. At least one marking is located in the area in correlation to a location of an occurrence of the object in the digital work. In some examples, the visual representation may include a plurality of markings representing multiple occurrences of the object in the digital work, with a first or leftmost marking positioned in the area in proportion to a first occurrence of the object in the digital work. A second or rightmost marking may be positioned in the area in proportion to a final occurrence of the object in the digital work.

Abstract: A mechanism is described for facilitating recognition, reidentification, and security in machine learning at autonomous machines. A method of embodiments, as described herein, includes facilitating a camera to detect one or more objects within a physical vicinity, the one or more objects including a person, and the physical vicinity including a house, where detecting includes capturing one or more images of one or more portions of a body of the person. The method may further include extracting body features based on the one or more portions of the body, comparing the extracted body features with feature vectors stored at a database, and building a classification model based on the extracted body features over a period of time to facilitate recognition or reidentification of the person independent of facial recognition of the person.

Abstract: In an example, an apparatus comprises a plurality of execution units, and logic, at least partially including hardware logic, to create a scatter gather list in memory and collect a plurality of operating statistics for the plurality of execution units using the scatter gather list. Other embodiments are also disclosed and claimed.

Abstract: An embodiment of a graphics apparatus may include a processor, memory communicatively coupled to the processor, and a collaboration engine communicatively coupled to the processor to identify a shared graphics component between two or more users in an environment, and share the shared graphics components with the two or more users in the environment. Embodiments of the collaboration engine may include one or more of a centralized sharer, a depth sharer, a shared preprocessor, a multi-port graphics subsystem, and a decode sharer. Other embodiments are disclosed and claimed.

Abstract: A mechanism is described for facilitating consolidated compression/de-compression of graphics data streams of varying types at computing devices. A method of embodiments, as described herein, includes generating a common sector cache relating to a graphics processor. The method may further include performing a consolidated compression of multiple types of graphics data streams associated with the graphics processor using the common sector cache.

Abstract: A digital medium environment is described to improve moving graphical user interface objects using predictive drop zones that are generated based on user input operations. In one example, a user input processing system receives user input, such as selection and movement of a graphical object. The user input processing system monitors the user input to determine velocity, acceleration, location, and direction of the graphical object as moved by the user input. From the monitoring, the user input processing system continuously determines a location for a predicted drop zone in the user interface that represents an ending point for the movement. The predicted drop zone is then rendered on the user interface in real-time until termination of the input, at which point the user input processing system moves the graphical object to the location of the predicted drop zone, rather than to a pointing device location.