Abstract: The present disclosure is directed toward systems and methods for interacting with portions of digital video within a social networking system. For example, systems and methods described herein enable a user to select a portion of a digital video and share or like just the portion of the digital video, rather than the entire digital video. The present disclosure is also directed toward systems and methods for identifying viral portions of a digital video within a social networking system. For example, systems and methods described herein analyze social networking activity related to portions of a particular digital video to identify one or more viral portions of the digital video. In response to identifying one or more viral portions, systems and methods provide an indication of, or otherwise share, the one or more viral portions during playback of the digital video.

Abstract: A system is configured to receive a request from a client device to provide web content for a frame in a web document provided by a web server and transmit the requested web content to the client device. The requested web content comprises an application for providing a live chat function. The system is further configured to exchange a first plurality of messages between the client device and another system via the application, exchange a second plurality of messages between a further client device and the other system via a further communication channel, and display a uniform view of the messages on the client device via the application upon determining that the identifiers associated with the messages correspond to a single user. The messages in the uniform view are ordered in chronological order based on the dates and times of receipt or transmission of the messages.

Abstract: A data storage system includes a rack, multiple head nodes, multiple data storage sleds, and at least two networking devices. The at least two network devices are configured to implement at least two redundant networks within the data storage system. Also, each of the head nodes is assigned at least two network addresses for communication with the data storage sleds of the data storage system via the at least two networking devices. The data storage sleds each include multiple mass storage devices and a sled controller that is configured to couple with the at least two network switches. IO In some embodiments, the data storage system further includes redundant power systems within a rack in which the head nodes, the data storage sleds, and the at least two networking devices are mounted.

Abstract: A method, network system, and non-transitory computer readable medium that arrange a set of wireless mobile devices into a two-level clustering structure including a cluster in a first-level and a cluster in the second-level, based on node status registered and algorithm preinstalled in a back-end server, where each of the set of wireless mobile devices is assigned either one of a slave member of a cluster in the first-level, a master of a cluster in the first-level where the master is also a member of a cluster in the second-level, or a super master of a cluster in the second-level where a master of a cluster in the first-level is assigned as the super master. The two-level clustering structure is periodically updated. Only the super-masters are configured to communicate with the back-end server via a long-range connection to WLAN, while a short-range wireless interface is used for internal communications.

Abstract: A server maintains an ephemeral message gallery of ephemeral messages. Each ephemeral message is posted to the ephemeral message gallery by a user for viewing by recipients via recipient devices. In response to an ephemeral message gallery view request from any of the recipient devices, the ephemeral messages in the ephemeral message gallery are displayed on the requesting device in automated sequence, each message being displayed for a respective display duration before display of the next message in the ephemeral message gallery. A user interface via which the ephemeral message gallery is viewable includes indicia with respect to the number of times the ephemeral message gallery has been viewed online by other users.

Abstract: A method and a system for managing data flows and data processing operations with respect to a platform are provided. The method includes: executing a first set of microservice applications for coordinating data flows with respect to a data repository; executing a second set of microservice applications for coordinating data processing operations; and executing a third set of microservice applications for performing metadata processing that relates to the data flows and the data processing operations. The system provides an architecture that is designed for delivering information with speed, scale, and quality to diverse destinations and use cases and providing advanced data processing to support real-time streaming processes and aggregated batch processes.

Abstract: Machine learning techniques for classifying encrypted traffic with a high degree of accuracy. The techniques do not require decrypting any traffic and may not require any manually-labeled traffic samples. An automated system uses an application of interest to perform a large number of user actions of various types. The system further records, in a log, the respective times at which the actions were performed. The system further receives the encrypted traffic exchanged between the system and the application server, and records properties of this traffic in a time series. Subsequently, by correlating between the times in the log and the times at which the traffic was received, the system matches each of the user actions with a corresponding portion of the traffic, which is assumed to have been generated by the user action. The system thus automatically builds a labeled training set, which may be used to train a network-traffic classifier.

Abstract: A video stream is obtained that includes at least one video stream image. The video stream is to be sent to one or more subscribers. Based on the obtaining the video stream, non-pixel data is retrieved. A first critical object in the video stream is determined. The determination is based on the obtaining the video stream and further based on the non-pixel data. The first critical object is represented by a first plurality of pixels. The first plurality of pixels is located within the at least one video stream image. A first prioritization of one or more network packets of the video stream is generated. The one or more network packets contain the first plurality of pixels. The first prioritization is generated based on determining the first critical object in the video stream.

Abstract: There is provided a method of operating a certifying node to certify incremental trained machine learning (ML) models of one or more edge devices associated with a peer to peer network. The method includes (i) generating a predictive outcome value for a test data set by executing a candidate ML model against the test data set available to the certifying node; (ii) determine a measure of quality of the candidate ML model by matching the predictive outcome value of the candidate ML model with an actual outcome value of the test data set; and (iii) certify the candidate ML model by comparing the measure of quality of the candidate ML model against a threshold error value, for use in real time incremental training by the one or more edge devices of the peer to peer network.

Abstract: Processes are disclosed for fingerprinting and identifying client applications based on the analysis of client requests. In an HTTP-based embodiment, a fingerprint is constructed based on the presence and order of HTTP headers included in a request from a client application or device. This fingerprint may then be compared to known fingerprints associated with particular client applications to identify the particular client application and/or to assess whether the client application is malicious. The results of this analysis may, for example, be used to determine how to respond to the current request and/or subsequent requests.

Abstract: Methods, systems, and computer-readable media for a customer-facing service for service coordination are disclosed. Via a request gateway, a request to perform an operation is received. A data structure associated with the operation is retrieved. The data structure is generated based at least in part on one or more models and an indication of service operations. The one or more models are formatted using a modeling language associated with the request gateway. The data structure comprises a directed acyclic graph representing a flow of data between the service operations, and the flow of data is determined based at least in part on analysis of typed fields of the service operations. The request is processed to perform the operation based at least in part on the data structure, including invoking a plurality of the service operations using traversal of the directed acyclic graph.

Abstract: A data protection scheduling system provides a flexible or rolling data protection window that analyzes various criteria to determine an optimal or near optimal time for performing data protection or secondary copy operations. While prior systems may have scheduled backups at an exact time (e.g., 2:00 a.m.), the system described herein dynamically determines when to perform the backups and other data protection storage operations, such as based on network load, CPU load, expected duration of the storage operation, rate of change of user activities, frequency of use of affected computer systems, trends, and so on.

Abstract: A method for managing resources of a computer cluster, wherein automated means allocate to a job at least one resource among several resources from the cluster, the automated means selecting the resource based on at least one historical data relative to previous uses of the resources and/or data relative to the arrangement, temperature, power consumption, bandwidth, or maintenance of the cluster or one or more components thereof, the automated mechanism thus determining the wear of the various resources available and choosing the resources with the lowest wear to perform the job, thereby avoiding the over-utilization of resources, one of the main causes of failures in a computer cluster, and increasing the lifetime of the cluster.

Abstract: An embodiment of the present invention is directed to a framework for consumption of services for enterprise cloud platforms. A method implements a framework for consumption of services for enterprise cloud platforms and comprises the steps of: implementing a platform component that builds, deploys and operates a plurality of cloud platform instances in a plurality of regions, wherein the platform component bridges each of the plurality of cloud platforms and service provider APIs; and providing a service framework registry that stores data associated with one or more services to be consumed by each cloud platform and stores constraint and policy metadata wherein the platform component is synchronized with the service framework registry; wherein one or more service providers provide services for execution on the cloud platform via the service provider APIs and in accordance with one or more credentials required for service consumption at run time.

Abstract: A server maintains a gallery of ephemeral messages respectively comprising visual media content, such as user-provided photographic content or user-provided video content. Each ephemeral message is posted to the gallery by a user for viewing by recipients via recipient devices. In response to a gallery view request from any of the recipient devices, the ephemeral messages in the gallery are displayed on the requesting device in automated sequence, each message being displayed for a respective display duration before display of the next message in the gallery. The gallery has a global gallery availability parameter, and each message has a gallery participation timer. The gallery is made unavailable for viewing upon expiry of the gallery availability parameter or upon expiry of the gallery participation timer of a last posted message in the gallery, whichever occurs first.

Abstract: Embodiments of the invention relate to a communication system for vehicles and an associated method. A method includes receiving a command message from a first vehicle at a second vehicle, wherein the first vehicle and second vehicle are communicatively coupled to define at least a portion of a vehicle group; receiving a status reply message from the second vehicle at the first vehicle in response to a trigger event; controlling an operation of one or more vehicles in the vehicle group based at least in part on a determined communications status of a communication network comprising at least one communication device with respect to the command message and the status reply message.

Abstract: A server maintains an ephemeral message gallery of ephemeral messages. Each ephemeral message is posted to the ephemeral message gallery by a user for viewing by recipients via recipient devices. In response to an ephemeral message gallery view request from any of the recipient devices, the ephemeral messages in the ephemeral message gallery are displayed on the requesting device in automated sequence, each message being displayed for a respective display duration before display of the next message in the ephemeral message gallery. A user interface via which the ephemeral message gallery is viewable includes indicia with respect to the number of times the ephemeral message gallery has been viewed online by other users.

Abstract: The techniques disclosed herein improve the efficiency, reliability and scalability of flow processing systems by providing a multi-tier flow cache structure that can reduce the size of a flow table and also reduce replicated flow sets. In some configurations, a system can partition a flow space across workers and replicate the flows within a partition to a set of workers. In some configurations, a flow cache structure can include three tiers: (1) a scalable flow processing layer for executing the actions and transformations of a flow, (2) a flow state management layer for managing distributed flow state decisions, and (3) a flow decider layer for identifying actions and transformations needs to be executed on each packet of a flow. Flow replications allow other workers to pick up flows allocated to a particular worker that is taken offline in the event of a crash or update.

Abstract: The present subject matter discloses a system and a method for facilitating data exchange amongst communication devices connected via one or more communication networks. In accordance with the system and method, data may be received from one or more IoT devices of a plurality of IoT devices. The data may be associated with a first user. The data may be converted into normalized data, wherein the normalized data may comprise data of various formats. Based upon the normalized data, useful information may be extracted. The useful information may be matched with a first set of rules defined by a second user to obtain matched data. One or more products may be generated based on the matched data and a second set of rules defined by the first user. The one or more data products may be sent to the second user via a network.

Abstract: Implementations provide low-latency live-video streams using existing content delivery networks. An example method includes receiving a video broadcast as a series of frames and determining, for each frame, whether the frame is a break frame. Responsive to determining that the frame is a break frame, the method includes removing an in-progress tag from a current segment file in a playlist for the video broadcast. The playlist includes at least a previous segment file, the current segment file, and a next segment file, which also has a respective in-progress tag. The method also includes associating the frame with a next segment file in a playlist and transmitting the playlist to a cache server. Responsive to determining the frame in the series of frames is not a break frame, the method includes associating the frame with the current segment file. The frame is transmitted to the cache server as a chunk.