Abstract: A computer implemented method of reducing a size of a message intercepted on a communication channel of a vehicle, comprising using one or more processors of a vehicular device. The processor(s) is adapted for receiving one or more of a plurality of messages intercepted by one or more devices adapted to monitor messages transmitted via one or more segments of one or more communication channels of a vehicle, applying one or more trained machine learning models to identify one or more of a plurality of data patterns in one or more of the messages, adjusting one or more of the messages by replacing each of the identified data pattern(s) with a respective predefined lossless representation having a reduced size compared to the identified data pattern and transmitting the adjusted message(s) to a remote system via one or more upload communication channels.

Abstract: Systems, methods, techniques and apparatuses of asynchronous communication is distributed systems are disclosed. One exemplary embodiment is a method determining, with a plurality of agent nodes structured to communicate asynchronously in a distributed system, a first set of iterations including an iteration determined by each of the plurality of agent nodes; determining, with a first agent node of the plurality of agent nodes, a local vector clock; receiving, with the first agent node, a first iteration of the first set of iterations and a remote vector clock determined based on the first iteration; updating, with the first agent node, the local vector clock based on the received remote vector clock; and determining a first iteration of a second set of iterations based on the first set of iterations after determining all iterations of the first set of iterations have been received based on the local vector clock.

Abstract: Systems and methods are provided for filtering management application instances intended to manage hardware in a system, such as configuring a computing component. Filtering of the management application instances can be performed by a filtering proxy application configured to operatively sit between each management application instance and a management interface of the hardware. Filtering the management application instances may include substituting values or attributes in/transforming requests, responses, state information, event information, so that it appears to the computing component and each of the management application instances as if each of the management application instances has exclusive control of the computing component.

Abstract: Examples of the present disclosure describe systems and methods of dynamically modifying execution environment for varying data or executables. The data or executables may be a multimedia file and the execution environment may be multimedia playback settings. In aspects, content comprising various media items may be received by a client device. The media items may be evaluated to determine a set of characteristics for the media items. The set of characteristics may be compared to a user's preferred configuration settings or previously-played media items. Based on the comparison, the set of characteristics may be altered to be consistent with the preferred configuration settings (e.g., a modified set of characteristics may be estimated). The modified media items may then be played under known playback settings. In aspects, the media item under consideration may be played as is using an estimated playback configuration to enable a user-preferable playback experience.

Abstract: A method comprises storing information corresponding to a plurality of files being written from a source storage device to a cloud storage platform in a file transfer operation. The method further comprises, in response to a failure of the file transfer operation, identifying from the information one or more file offsets successfully written to the cloud storage platform for one or more of the plurality of the files prior to the failure. The file transfer operation for the one or more of the plurality of files is resumed from the identified one or more file offsets.

Abstract: The embodiment of the present disclosure provides a back-to-source relationship management system, method, apparatus, server and storage medium.

Abstract: A system, device and method for secure message thread communication is provided. The device comprises a communication interface; a display device; and, a controller configured to: generate, at the display device, a plurality of message threads, the plurality of message threads associated with different incident reports; receive multimedia data for transmission in a first message thread of the plurality of message threads; compare the multimedia data with data from the different incident reports; and when an association is determined between the multimedia data and respective data from an incident report associated with a second message thread, of the plurality of message threads: transmit, using the communication interface, the multimedia data in the second message thread, and not the first message thread.

Abstract: A method for dynamically allocating server resources includes receiving a request from a client system, wherein the request comprises a request for a first set of streaming data, providing from the server to the client system a first portion of streaming data from the first set of streaming data, wherein the first portion is associated with a first quality of service level, receiving user activity data from the client system for the first portion of the streaming data, determining a second quality of service level for a second portion of the streaming data from the first set of streaming data, providing from the server to the client system the second portion of streaming data from the first set of streaming data, wherein the second portion provided with the second quality of service level, and wherein the first quality of service level is different from the second quality of service level.

Abstract: A networking arrangement is comprises a first network device for transmitting a data stream to a second network device over a network, the method comprises: transmitting a series of first packets to the second network device, each of the first packets having an transmission time and comprising a unique identification value, receiving, from the second network device, a second packet, the second packet indicating receipt of a least one of the first packets by the second network device, determining a standard round-trip time and determining a current round-trip time in dependence on a transmission time of an oldest first packet for which no indication of receipt has been received, and a receipt time of a most recently received second packet, determining an unused network bandwidth between the first network device and the second network device in dependence on the current round-trip time and standard round-trip time.

Abstract: Methods and apparatus, including computer program products, are provided for communications. In one aspect there is provided a method. The method may include sending, by a gateway, an advertisement including an internet protocol version 6 over low power wireless personal area network context option carrying a well-known prefix, the well-known prefix indicating to a node that the gateway provides an uplink in accordance with internet protocol version 4; and receiving, at the gateway, a first packet received via the wireless network in accordance with internet protocol version 6, the first packet including a destination address in accordance with internet protocol version 4. Related apparatus, systems, methods, and articles are also described.

Abstract: The invention relates to a computer-implemented method for providing an enterprise control plane for a data streaming service. The method may comprise providing a control plane user interface to enable a non-technical user to define a cluster logical abstraction dataset for an application, including a namespace, metadata, entitlement data, controls and governance data, and topics and size requirements related to the cluster and the application. The method may also include providing a representational state transfer (REST) interface to enable a technical user to specify cluster parameters using application programming interfaces (APIs). The method comprises automatically configuring the cluster and onboarding the application to the cluster following authentication.

Abstract: One embodiment provides a computer implemented method, including: receiving interaction logs of a plurality of services of an application running on a system; generating an interaction graph identifying interactions between at least the at least one of the plurality of services and other of the plurality of services, wherein the identifying comprises identifying a frequency of interactions between services; determining constraints between at least the at least one of the plurality of services and the other of the plurality of services, wherein the constraints identify services that are dependent upon other services of the plurality of services and a compatibility of services with respect to other services of the plurality of services; and creating a remediation plan for updating the at least one of the plurality of services, wherein the remediation plan identifies a time for updating the at least one of the plurality of services.

Abstract: A network device in a network may determine a tentative network address for a network interface of the network device and may determine whether the tentative network address is duplicative of any one of the network addresses in the network. If the tentative network address is duplicative of a network address assigned to another network interface in the network, the network device may store an indication of the other network interface. In response to receiving an indication that a new network address is assigned to the other network interface, the network device may re-determine whether the tentative network address is duplicative of any one of the network addresses in the network. If the network device determines that the tentative network address is not duplicative of any one of the plurality of network addresses in the network, the network device may assign the tentative network address to the network interface.

Abstract: A wireless enabled load control device having integrated voice control is disclosed. The load control device may be connected to a variety of local and remote devices, including lighting devices and smart appliances, as well as various cloud service platforms. The load control device may receive a voice command from a user. The load control device may transmit the voice command to a first cloud service platform for processing to determine an instruction included in the voice command. The determined instruction may be provided to a second cloud service platform connected to the first cloud service platform. The first and second cloud service platforms may be connected to a device to be controlled based on the voice command. The cloud service platforms can adjust an operation of the device based on the determined instruction.

Abstract: A machine learning (ML) model publisher can, responsive to an indication that a ML model is ready for publication, generate a publication request form or page on a user device. The ML model publisher can be invoked from within a ML modeling application. Responsive to an instruction received through the publication request form or page, the ML model publisher can access a data structure in memory used in training the ML model and populate the publication request form or page with attributes required by the ML model to run. Responsive to activation of a single-click publication actuator, the ML model publisher can publish the ML model directly from the ML modeling application to a target computing system by providing, to the target computing system, a path to a repository location where the ML model is stored and information on the attributes required by the ML model to run.

Abstract: A method for facilitating operations in storage facilities. A server receives a service request for performing a first operation in the storage facility. The server identifies a first storage unit based on the service request. The server identifies an operation zone of the first storage unit for performing the first operation. The server determines an ergonomic score for each operator for performing the first operation based on characteristics of the operation zone and the fatigue level of the corresponding operator. The server allocates the first storage unit to a first operator for performing the first operation, based on the determined ergonomic scores, thereby ensuring an increased throughput of the storage facility.

Abstract: Clustering-based machine learning is utilized to generate and update permissions data in a computing system. The computing system logs permissions-related user activity for users of the system over time. Feature vectors are generated for the users based on the logs, where each feature corresponds to a specific permission or permission-related operation of the system. A clustering-based learning algorithm analyzes the feature vectors and generates clusters of similar users based on their feature vectors. The permissions of the users may be updated to reflect attributes of the clusters to which they were assigned. For example, the clusters may be utilized to seed and/or update access control groups or other permissions-related user groups in the system. Or, some or all permissions not used by any users within a cluster over a recent period of time may be automatically removed from any user in the cluster.

Abstract: Systems and methods are provided for new network device provisioning without Internet access. One method may include a method of network device provisioning without Internet access, the method including entering a pre-shared key (PSK) in a dynamic host configuration protocol (DHCP) message, obtaining the PSK from a set of DHCP message options by an onboarding network device requesting to join a private network, presenting the PSK, by the onboarding network device, to a network management system (NMS) of the private network, validating the PSK by the NMS, and updating an inventory list of the NMS to include the onboarding network device in the inventory list.

Abstract: The subject matter described herein includes methods, systems, and computer readable media for active queue management. A method for active queue management occurs at a network test system (NTS). The method includes transmitting, by a test packet generator and during a test session, a test packet to a system under test (SUT); receiving queue performance information associated with a SUT queue related to the test packet; generating, utilizing the queue performance information, control signaling information usable for controlling the test packet generator; and controlling the test packet generator using the control signaling information.

Abstract: According to examples, an apparatus may include a memory on which is stored machine-readable instructions that may cause a processor to receive a request to upload a file to a directory and determine whether the request is a request to upload a predefined type of file to the directory. In addition, based on a determination that the request is a request to upload the predefined type of file to the directory, the processor may determine, through application of a predictive model, whether the directory is a user content directory and based on a determination that the application of the predictive model indicates that the directory is a user content directory, block the request and/or output a notification regarding the receipt of the request.