Abstract: A method, apparatus, and system of pause and replay of media content through bookmarks on a server device are disclosed. In one embodiment, a method of a server device includes authenticating a user of a client device, communicating a media content to the client device through a network, processing a pause request of the client device to pause the media content, storing a bookmark location indicating a current playback location of the media content in the client device on the server device, processing a play request of the user to play the media content from the bookmark location (e.g., the play request may be received from a different client device of the user), and communicating the media content from the bookmark location to the user.

Abstract: Techniques for identifying and correcting synchronization errors for a media file are described herein. A first file that includes a first set of words comprising lyrics of a media file may be maintained. One or more portions of the media file that represent vocal audio may be separated from other portions of the media file that represent instrumental audio by a computer system. A second file may be generated based at least in part on using an automated speech recognition on the separated one or more portions of the media file. The second file my include time stamps for a second set of words comprising the lyrics in the separated one or more portions of the media file. The first file may be modified with an offset time value that is determined by aligning the first set of words with the second set of words.

Abstract: Embodiments provide a mutable CRTM schema for ensuring the integrity of a client workload on a single system as updates are made to the firmware used to initialize and run that system by booting a computing system in a secure mode; when successfully validating a boot image for the computing system via a secure verification code that is blocked from write access when the system is booted in a unsecure mode, allowing write access to the secure verification code; and continuing to boot the computing system in the secure mode according to the boot image. When booting the system and unseccessfully validating the boot image at the third time, the system boot is failed.

Abstract: The present disclosure provides for system resource management in self-healing networks by grouping End Point Groups (EPGs) into a plurality of policy groups based on shared security policies; identifying a first policy group with a highest resource demand; assigning a first security policy corresponding to the first policy group to a first switch of a plurality of switches; identifying a second plurality of EPGs from the remaining EPGs that were not included in the first policy group; grouping the second plurality of EPGs into a second plurality of policy groups based on shared security policies; identifying a second policy group with a highest resource demand of the second plurality of policy groups; and assigning a second security policy corresponding to the second policy group to a second switch of the plurality of switches.

Abstract: Techniques and architecture for routing data packets through networks that include TGWs. A data packet may be received from a TGW at an infra VPC. A TGW attachment on which the data packet was received is determined. Based at least in part on the TGW attachment, the data packet is routed to a CSR at the infra VPC. Load balancing may be achieved by defining VRF groups that include VPCs and the TGWs. Each VRF group may be assigned to an interface of one or more CSRs. Also, the VRF groups allow for supporting overlapping subnets.

Abstract: A method, apparatus, and system of pause and replay of media content through bookmarks on a server device are disclosed. In one embodiment, a method of a server device includes authenticating a user of a client device, communicating a media content to the client device through a network, processing a pause request of the client device to pause the media content, storing a bookmark location indicating a current playback location of the media content in the client device on the server device, processing a play request of the user to play the media content from the bookmark location (e.g., the play request may be received from a different client device of the user), and communicating the media content from the bookmark location to the user.

Abstract: Techniques for maintaining isolation and segregation for network paths through multi-cloud fabrics using VRF technologies. The techniques include running virtual routers in a cloud network that connect the cloud network to an on-premises network using a network overlay that preserves VRF information in data packets. Further, the virtual routers connect to individual gateways in the cloud network using tunnels, and each individual gateway is connected to multiple VPCs without overlapping subnets. The virtual routers may assign a sink VRF to each gateway connection that can be used to perform source-IP based VRF selection by mapping source IP addresses in each tunnel connection to appropriate VRFs for the source IP addresses. In this way, virtual routers may use sink VRFs to translate into the VRF information for data packets from the VPCs via source-IP based lookup, and use the corresponding VRF route table to determine next hops for data packets.

Abstract: A dynamic graph includes a plurality of nodes and edges at a plurality of time steps; each node corresponds to a geographic location in a first area where pest infestation information is available for a subset of locations. Each edge connects two of the nodes which are geographically proximate, has a direction based on wind direction, and has a weight based on relative wind speed. Assign node features based on weather data as well as labels corresponding to pest infestation severity. Train a graph convolutional network on the dynamic graph. Based on predicted future weather conditions for a second area different than the first area, use the trained graph convolutional network to predict, via inductive learning, pest infestation severity for future times for a new set of nodes corresponding to new geographic locations in the second area for which no pest infestation information is available.

Abstract: Techniques for maintaining isolation and segregation for network paths through multi-cloud fabrics using VRF technologies. The techniques include running virtual routers in a cloud network that connect the cloud network to an on-premises network using a network overlay that preserves VRF information in data packets. Further, the virtual routers connect to individual gateways in the cloud network using tunnels, and each individual gateway is connected to multiple VPCs without overlapping subnets. The virtual routers may assign a sink VRF to each gateway connection that can be used to perform source-IP based VRF selection by mapping source IP addresses in each tunnel connection to appropriate VRFs for the source IP addresses. In this way, virtual routers may use sink VRFs to translate into the VRF information for data packets from the VPCs via source-IP based lookup, and use the corresponding VRF route table to determine next hops for data packets.

Abstract: Methods, systems, and computer program products for dynamic determination of irrigation-related data using machine learning techniques are provided herein.

Abstract: Aspects described herein disclose devices, systems, and methods for use in contexts such as minimally invasive surgery (MIS). A device is provided herein having a proximal portion and a distal portion, and an ultrasound transducer may be disposed within the distal portion and configured to scan tissue and identify certain portions of a patent's anatomy during the scanning process. The results of the detection may be presented to an operator of the device aurally and/or visually, such as in a 3-D volumetric image. By scanning the tissue, identifying the anatomy, and presenting the results to an operator, unnecessary damage to elements of the patients anatomy may be avoided or lessened. In some aspects, multiple transducers may be positioned on the device to increase the scanning range and/or scanning accuracy of the device. The device may provide an inner channel for the passage of surgical tools while scanning tissue.

Abstract: Disclosed aspects relate to data packet management in a memory-constrained environment. A data packet having a command may be received by a first device. The data packet may be processed by the first device using the command. A first portion of processed data may be loaded in the memory component by the first device. The first portion of processed data may be communicated by the first device to a second device. A second portion of processed data may be loaded in the memory component by the first device. The second portion of processed data may be communicated by the first device to the second device. A trailer may be loaded in the memory component by the first device. The trailer may be communicated by the first device to the second device.

Abstract: The present disclosure provides for system resource management in self-healing networks by grouping End Point Groups (EPGs) into a plurality of policy groups based on shared security policies; identifying a first policy group with a highest resource demand; assigning a first security policy corresponding to the first policy group to a first switch of a plurality of switches; identifying a second plurality of EPGs from the remaining EPGs that were not included in the first policy group; grouping the second plurality of EPGs into a second plurality of policy groups based on shared security policies; identifying a second policy group with a highest resource demand of the second plurality of policy groups; and assigning a second security policy corresponding to the second policy group to a second switch of the plurality of switches.

Abstract: Various methods and systems are provided for space, frequency and time domain coexistence of RF signals. In one example, among others, a communication device includes a coexistence manager capable of monitoring operating conditions of a cellular modem and a coexistence assistant capable of monitoring operating conditions of a wireless connectivity unit. The coexistence manager is capable of modifying operation of the modem and/or unit based on an operating condition change. In another example, a method includes detecting a change in antenna isolation and/or operating temperature of a FE filter, determining filtering characteristics of the FE filter based at least in part upon the change, and modifying communications of coexisting communication protocols based at least in part upon the filtering characteristics. In another example, a TX/RX configuration for coexisting communication protocols is determined and communications in a protocol is modified based at least in part upon the TX/RX configuration.

Abstract: A method, apparatus, and system of pause and replay of media content through bookmarks on a server device are disclosed. In one embodiment, a method of a server device includes authenticating a user of a client device, communicating a media content to the client device through a network, processing a pause request of the client device to pause the media content, storing a bookmark location indicating a current playback location of the media content in the client device on the server device, processing a play request of the user to play the media content from the bookmark location (e.g., the play request may be received from a different client device of the user), and communicating the media content from the bookmark location to the user.

Abstract: One embodiment provides a method, including: identifying a target farmer having a farm producing a crop; receiving at least one target farmer input related to at least one of: (i) a growing condition of the crop of the target farmer and (ii) a characteristic of the crop; receiving, from each of the plurality of other farmers, additional input; validating the at least one target farmer input by comparing the at least one target farmer input to the additional inputs; generating a reliability score for the target farmer; and producing a ranking for the target farmer with respect to the plurality of other farmers.

Abstract: Embodiments provide a mutable CRTM schema for ensuring the integrity of a client workload on a single system as updates are made to the firmware used to initialize and run that system by booting a computing system in a secure mode; when successfully validating a boot image for the computing system via a secure verification code that is blocked from write access when the system is booted in a unsecure mode, allowing write access to the secure verification code; and continuing to boot the computing system in the secure mode according to the boot image. When booting the system and unseccessfully validating the boot image at the third time, the system boot is failed.

Abstract: Aspects described herein disclose devices, systems, and methods for use in contexts such as minimally invasive surgery (MIS). A device is provided herein having a proximal portion and a distal portion, and an ultrasound transducer may be disposed within the distal portion and configured to scan tissue and identify certain portions of a patent's anatomy during the scanning process. The results of the detection may be presented to an operator of the device aurally and/or visually, such as in a 3-D volumetric image. By scanning the tissue, identifying the anatomy, and presenting the results to an operator, unnecessary damage to elements of the patients anatomy may be avoided or lessened. In some aspects, multiple transducers may be positioned on the device to increase the scanning range and/or scanning accuracy of the device. The device may provide an inner channel for the passage of surgical tools while scanning tissue.

Abstract: A method, apparatus, and system of pause and replay of media content through bookmarks on a server device are disclosed. In one embodiment, a method of a server device includes authenticating a user of a client device, communicating a media content to the client device through a network, processing a pause request of the client device to pause the media content, storing a bookmark location indicating a current playback location of the media content in the client device on the server device, processing a play request of the user to play the media content from the bookmark location (e.g., the play request may be received from a different client device of the user), and communicating the media content from the bookmark location to the user.

Abstract: Embodiments provide systems, methods and apparatus for effecting a demand response (DR) event by providing a demand response management system (DRMS) communicatively coupled to a plurality of participant sites, the DRMS including an aggregation engine having a rules-based function operative to generate an aggregation of the participant sites for a DR event using inclusion criteria that includes a custom field, wherein business objects (BOs) are used to represent the participant sites and other related entities (e.g., participants, enrollments, service delivery points (SDPs), etc.) and the BOs store core characteristics of the participant sites and the other related entities in core fields, and wherein the custom field is associated with a BO but the definition and content of the custom field is stored external to the associated BO; generating the aggregation using the inclusion criteria; and executing the DR event on the aggregation. Numerous other aspects are provided.