Abstract: Apparatuses, systems, and techniques to optimize device communications disclosed. In at least one embodiment, one or more neural networks are used to determine optimal power and frequency states for communication links between processing devices.

Abstract: A method of identifying one or more bacteria from a sample, where the one or more bacteria is suspected to be present in the sample. An aqueous suspension including a bacteria-SERS nanoparticle complex is provided, where the bacteria-SERS nanoparticle complex includes (i) a SERS nanoparticle and (ii) the one or more bacteria suspected to be present in the sample. Furthermore, the aqueous suspension is deposited on a substrate having structures coated with a SERS-active material to dispose the bacteria-SERS nanoparticle complex on the substrate. Additionally, the bacteria-SERS nanoparticle complex disposed on the substrate is irradiated to generate one or more SERS signals. Furthermore, a SERS-spectroscopic module is operable to render one or more SERS spectral data corresponding to the one or more SERS signals. Additionally, a process module is operable to identify the presence or absence of the one or more bacteria from the one or more SERS spectral data.

Abstract: Apparatuses, systems, and techniques to optimize device communications disclosed. In at least one embodiment, one or more neural networks are used to determine optimal power and frequency states for communication links between processing devices.

Abstract: Apparatuses, systems, and techniques to optimize device communications disclosed. In at least one embodiment, one or more neural networks are used to determine optimal power and frequency states for communication links between processing devices.

Abstract: An optical system for imaging. The optical system includes light emitting diodes to provide light of predetermined wavelengths. The optical system further includes a charge-coupled device to receive the light emitted by one or more light emitting diodes and reflected by an object for fluorescence imaging of the object. The optical system additionally includes a broadband light source to provide broadband light. Furthermore, the optical system includes a spectrometer to receive the broadband light emitted by the broadband light source and reflected by the object for visible-near infrared-shortwave infrared spectroscopy of the object. Additionally, the optical system includes a hyperspectral camera to receive the broadband light emitted by the broadband light source and reflected by the object for hyperspectral imaging of the object as well as a controller coupled to the light emitting diodes, the broadband light source, the charge-coupled device, the spectrometer and the hyperspectral camera.

Abstract: Apparatuses, systems, and techniques to select cache policies. In at least one embodiment, a system causes one or more cache policies of one or more caches to be selected based, at least in part, on one or more neural networks to use data stored in the one or more caches.

Abstract: Provided is an optical probe, and a Raman spectroscopy system using such, including excitation and detection optics coupled to a sampling optics via a beam splitter, in confocal arrangement with a sample focal plane of the sampling optics. The detection optics is arranged to receive Raman signal from the sample focal plane and direct it onto a tip of a detection optical fiber. The optical probe may further include a positioning device mechanically coupled to the sampling optics and configured to control a position of the sample focal plane. In the Raman spectroscopy system a light source is coupled to the excitation optics via an excitation optical fiber, and a spectrometer is coupled to a detection optics via a detection optical fiber. Provided is further a method for measuring Raman signal depth profile in a sample, wherein sample's Raman spectra is measured and stored at different focal plane positions.

Abstract: The present disclosure is directed to management of migration of SD-WAN solutions in a multi-cloud structure upon detection of a failover event. In one aspect, a method includes monitoring, using virtual bonds of a network orchestration component, clusters of virtual management components of multiple cloud networks, corresponding virtual management components of one of the multiple cloud networks implementing one or more services of a Software-Defined Wide Access Network (SD-WAN) solution; detecting, using the virtual bonds, a failover event at the one of the multiple cloud networks; and identifying, by the virtual bonds, a new destination cloud network to migrate the one or more services of the SD-WAN solution to, from a source cloud network at which the failover event is detected.

Abstract: According to some embodiments, a method performed by a first software defined wide area network (SD-WAN) edge router communicably coupled to a public network comprises: receiving a transport location (TLOC)-extension configuration for a known interface of the first edge router; detecting a second edge router attempting to connect to the known interface of the first edge router; and transmitting, to the second edge router, configuration information for the second edge router so that the second edge router is able to communicate with the public network through a TLOC-extension with the first edge router. In some embodiments, the second edge router receives device configuration information (e.g., PnP, ZTP, etc.) from the public network via the TLOC-extension.

Abstract: Apparatuses, systems, and techniques to optimize device communications disclosed. In at least one embodiment, one or more neural networks are used to determine optimal power and frequency states for communication links between processing devices.

Abstract: The present disclosure is directed to management of migration of SD-WAN solutions in a multi-cloud structure upon detection of a failover event. In one aspect, a method includes monitoring, using virtual bonds of a network orchestration component, clusters of virtual management components of multiple cloud networks, corresponding virtual management components of one of the multiple cloud networks implementing one or more services of a Software-Defined Wide Access Network (SD-WAN) solution; detecting, using the virtual bonds, a failover event at the one of the multiple cloud networks; and identifying, by the virtual bonds, a new destination cloud network to migrate the one or more services of the SD-WAN solution to, from a source cloud network at which the failover event is detected.

Abstract: According to some embodiments, a method performed by a first software defined wide area network (SD-WAN) edge router communicably coupled to a public network comprises: receiving a transport location (TLOC)-extension configuration for a known interface of the first edge router; detecting a second edge router attempting to connect to the known interface of the first edge router; and transmitting, to the second edge router, configuration information for the second edge router so that the second edge router is able to communicate with the public network through a TLOC-extension with the first edge router. In some embodiments, the second edge router receives device configuration information (e.g., PnP, ZTP, etc.) from the public network via the TLOC-extension.

Abstract: Provided are a system and a method for in vivo detection of adipose tissue browning. The system includes a fiber probe configured to illuminate light on an adipose tissue site; a spectrometer configured to obtain diffuse reflectance spectrum information from the adipose tissue site; a chromophore measure determining module configured to determine a fraction of lipid chromophore with respect to lipid chromophore and water chromophore based on spectrally unmixing the diffuse reflectance spectrum information in a region of 1050 nm to 1400 nm; and a browning detector module configured to detect adipose tissue browning based on the fraction determined above.

Abstract: There is provided a method for multi-modal imaging of tissue.

Abstract: Provided is an optical probe, and a Raman spectroscopy system using such, including excitation and detection optics coupled to a sampling optics via a beam splitter, in confocal arrangement with a sample focal plane of the sampling optics. The detection optics is arranged to receive Raman signal from the sample focal plane and direct it onto a tip of a detection optical fiber. The optical probe may further include a positioning device mechanically coupled to the sampling optics and configured to control a position of the sample focal plane. In the Raman spectroscopy system a light source is coupled to the excitation optics via an excitation optical fiber, and a spectrometer is coupled to a detection optics via a detection optical fiber. Provided is further a method for measuring Raman signal depth profile in a sample, wherein sample's Raman spectra is measured and stored at different focal plane positions.

Abstract: The present invention relates to a formulation of Spinacea oleracea useful for the prevention or treatment of osteo-health related disorders. The present invention relates to the field of pharmaceutical formulation that provides extract, fractions, pure compound isolated from natural sources and formulation thereof useful for the prevention and treatment of various medical indications. Further, this invention relates to conditions associated with estrogen dependent or independent diseases (primary/secondary osteoporosis) or syndromes or disorders preferably relating to cartilage such as osteoarthritis caused in humans and animals. Furthermore, this invention relates to achievement of peak bone mass during skeletal growth and health in humans and animals.

Abstract: This invention relates to a power mapping and modeling system for integrated circuits.

Abstract: The present invention relates to a formulation of Spinacea oleracea useful for the prevention or treatment of osteo-health related disorders. The present invention relates to the field of pharmaceutical formulation that provides extract, fractions, pure compound isolated from natural sources and formulation thereof useful for the prevention and treatment of various medical indications. Further, this invention relates to conditions associated with estrogen dependent or independent diseases (primary/secondary osteoporosis) or syndromes or disorders preferably relating to cartilage such as osteoarthritis caused in humans and animals. Furthermore, this invention relates to achievement of peak bone mass during skeletal growth and health in humans and animals.

Abstract: A plurality of first controllers operate according to a plurality of access protocols to control a plurality of memory modules. A second controller receives access requests that target the plurality of memory modules and selectively provides the access requests and control information to the plurality of first controllers based on physical addresses in the access requests. The second controller generates the control information for the first controllers based on statistical representations of the access requests to the plurality of memory modules.

Abstract: A cache controller to configure a portion of a first memory as cache for a second memory responsive to an indicator of locality of memory access requests to the second memory. The indicator of locality determines a probability that a location of a memory access request to the second memory is predictable based upon at least one previous memory access request. The cache controller may determine a size of the cache based on a value of the indicator of locality or modify the size of the cache in response to changes in the value of the indicator of locality.