Abstract: The present invention relates to Data Center Network (DCN) flow scheduling scheme. It provides a dynamic scheduling algorithm and a hybrid of centralized and decentralized scheduling system to improve the performance of DCN and data parallel application. The scheduling system uses a central controller to collect the real-time bandwidth of each node, and schedule the priority as well as transmission rate of each network flow set combined by application context (Coflow [1]). The centralized scheduling avoids a sophisticated system design and hardware (switch) modification to comparing with full decentralized solutions. The combination of centralization and decentralization decreases the average completion time of Coflows, and eventually improve the performance of data parallel applications.

Abstract: In one embodiment, a network assurance service receives a first set of telemetry data captured in a first network monitored by the network assurance service. The network assurance service computes, for each of a plurality of other networks monitored by the service, a similarity score between the first set of telemetry data and a set of telemetry data captured in that other network. The service selects a machine learning-based anomaly detector trained using a particular one of the sets of telemetry data captured in one of the plurality of other networks, based on the computed similarity score between the first set of telemetry data and the particular set of telemetry data captured in one of the plurality of other networks. The service uses the selected anomaly detector to assess telemetry data from the first network, until the service has received a threshold amount of telemetry data for the first network.

Abstract: Embodiments provide optimized deployment of workloads. A first workload to be deployed in at least one data center of a plurality of data centers is received. A first plurality of candidate data centers is selected from the plurality of data centers, and the first workload is deployed to each of the first plurality of candidate data centers. A first performance metric is collected from each respective data center of the first plurality of candidate data centers based on execution of the first workload deployed at the respective data centers, and a first optimal data center from the first plurality of candidate data centers is identified based on the first performance metrics. The first workload is removed from each of the first plurality of candidate data centers, other than the identified first optimal data center.

Abstract: Systems and methods for supporting efficient virtualization in a lossless interconnection network. An exemplary method can provide, one or more switches, including at least a leaf switch, a plurality of host channel adapters, wherein each of the host channel adapters comprise at least one virtual function, at least one virtual switch, and at least one physical function, a plurality of hypervisors, and a plurality of virtual machines, wherein each of the plurality of virtual machines are associated with at least one virtual function. The method can arrange the plurality of host channel adapters with one or more of a virtual switch with prepopulated local identifiers (LIDs) architecture or a virtual switch with dynamic LID assignment architecture. The method can assign each of the virtual switches a pLID and each of the plurality of virtual machines a vLID.

Abstract: An electronic device is disclosed. The electronic device includes a display, one or more processors, memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the one or more processors. The one or more programs include instructions for detecting a display change associated with media content item represented on a display, transmitting a request (e.g., to a server) for at least a portion of the media content item, receiving the requested portion of the media content item, storing the received portion of the media content item in a local cache, receiving a user input indicative of the selection of the media content item, and presenting the received portion of the media content item in response to receiving the user input indicative of the selection of the media content item.

Abstract: A gateway connected to a bus used for communication by a plurality of ECUs provided on-board a vehicle is provided with: an external communication unit that receives, from a server external to the vehicle, firmware update information that includes updated firmware for one ECU from among the plurality of ECUs; an ECU information acquiring unit that acquires system configuration information indicating the type of each of the plurality of ECUs connected to the bus; and a FW update processing unit that performs a controlling operation to update firmware of the relevant ECU based on the updated firmware, after an operation verification of the updated firmware is performed using an ECU of each type indicated by the system configuration information.

Abstract: An information processing system includes programs so as to implement a memory unit storing, for each application executing a sequence of processes using electronic data, program identification information of identifying at least one program executing the sequence of processes, a parameter used to execute each program, and flow information defining an execution order of the at least one program while associating app identification information with the program identification information, the parameter, and the flow information, an acquiring unit acquiring the flow information; and an executing unit causing each program identified by the program identification information to execute the sequence of processes, the executing unit replacing, when a data value of a data item included in the parameter used to execute the program is designated to be replaced by another data value, the data value with the other data value.

Abstract: The present disclosure relates to a multimedia information playing method and system, a standardized server and a live broadcast terminal, and relates to the technical field of networks. The method includes receiving n pieces of multimedia information from the n acquisition devices, respectively, each of the n pieces of multimedia information being obtained by acquiring ambient environmental information by a corresponding acquisition device; receiving a selection instruction from the live broadcast terminal; selecting initial multimedia information from the n pieces of multimedia information based on the selection instruction; and sending the initial multimedia information to the playing terminal that is configured to play the initial multimedia information.

Abstract: Content items are provided to users and their interactions with the provided content items are recorded in respective user profiles. The users' interactions thus recorded over time are analyzed to determine if the users have a balanced information intake. A reading habit score is determined for a user based various criteria. The user's reading habit score is analyzed to determine if the user's habits indicate a balance in the user's content consumption. If the user's reading habit score indicates an imbalance in the user's content consumption, suggestions are provided to the user for achieving a more balanced reading habit and thereby improving the user's reading habit score.

Abstract: In various embodiments, an encoding optimization application encodes a source video sequence. The encoding optimization application partitions a source video sequence associated with a media title into multiple subsequences that include a first subsequence and a second subsequence. Subsequently, the encoding optimization application generates a first encoded subsequence based on the first subsequence and a first value of an encoding parameter. The encoding optimization application generates a second encoded subsequence based on the second subsequence and a second value for the encoding parameter. Notably, the second value of the encoding parameter is not equal to the first value of the encoding parameter. The encoding optimization application then aggregates the first encoded subsequence and the second encoded subsequence to generate an encoded video sequence. At least a portion of the encoded video sequence is subsequently streamed to an endpoint device during a playback of the media title.

Abstract: Methods and systems for monitoring activity on a local area networks (LAN). In particular, embodiments described herein provide systems and methods for associating packets with the devices from which they were communicated, despite the obfuscatory behavior of any network address translators (NAT). A processor first receives packets that were collectively communicated, by a plurality of devices, via a NAT-serviced LAN. The processor aggregates the packets into multiple packet aggregations on a per device basis. Fields that are contained in the respective packet headers of the packets are used. The packet aggregations may be grouped. The embodiments use unencrypted lower-level information (including, for example, IPIDs and domain names), such that aggregation and grouping may be successfully performed even if information in the application layer is encrypted.

Abstract: A method for automatic configuration and control of a remote inline network monitoring probe includes receiving packets from a router or firewall associated with a network being monitored by the inline network monitoring probe. A source medium access control (MAC) and a source IP address are extracted from a first packet of the packets received from the router or firewall. The method further includes storing the source IP address and the source MAC address in memory of the inline network monitoring probe. The method further includes changing a MAC address of the inline network monitoring probe to the source MAC address. The method includes assigning the source IP address to the inline network monitoring probe. The method further includes using the source MAC address and the source IP address to communicate with a remote network monitoring control center.

Abstract: A cloud computing system and a method therein. The cloud computing system includes: a resource server cluster, where the resource server cluster includes at least two resource servers, each resource server in the resource server cluster has at least one type of resources of computing resources and storage resources, and at least one resource server in the resource server cluster has computing resources and storage resources; a computing resource management module configured to manage the computing resources in the resource server cluster, so as to provide a virtual computing service; and a storage resource management module configured to manage a shared storage resource pool established using the storage resources in the resource server cluster, so as to provide a virtual storage service, where storage resources included in each storage resource pool are from at least two resource servers in the resource server cluster.

Abstract: A method is provided for processing multimedia streams between a platform for digital distribution of interactive applications and a customer terminal, connected through a communications network and communicating with each other according to a first communication protocol. The method includes the following acts implemented by an intermediate device distinct from the customer terminal: modifying a multimedia stream compliant with the first communication protocol, obtained from a multimedia stream transmitted from the platform for the digital distribution of interactive applications to the customer terminal, generating at least one modified multimedia stream compliant with at least one second communication protocol, the at least one second communication protocol being distinct from the first communication protocol, and transmitting the at least one modified multimedia stream to at least one rendering device using the at least one second communication protocol.

Abstract: Management instructions for a managed servers are updated according to a set of rules included in management policy. A global manager computer receives information describing a change in a bound service executed by the particular managed server. The global manager generates an updated description of the particular managed server is generated by modifying an initial description of the particular managed server according to the received information describing the change in the bound service. The global manager determines currently relevant rules for the particular managed server. If the currently-relevant rules differ from previously-relevant rules, the global manager determines a rule is that should be added. The global manager generates a function-level instruction including a reference to an authorized actor-set of actors permitted to communicate with the bound service. The global manager configures the particular managed server to enforce the function-level instruction.

Abstract: A network device may execute a process (e.g., a software keep-alive process (SKAP)) that schedules the transmission of keep-alive messages or packets. The network device maintains a database of keep-alive network sessions storing information that is used for scheduling the transmission of the keep-alive messages or packets for the keep-alive network sessions. The database may be read and a next transmission time and session frequency for one or more keep-alive sessions may be determined. The one or more keep-alive sessions may then be placed in appropriate banks within a timer queue based on the determined next transmission time and session frequency. Each bank is associated with a time period from the current time. The keep-alive sessions having sooner next transmission times are placed in higher priority banks. The scheduler may allow for real-time scheduling of the one or more keep-alive sessions.

Abstract: A method of transmitting messages from a sender to a recipient over a wireless channel, the messages including a sequence counter and a frame counter. The method comprises establishing initial values of the sequence counter and the frame counter at the sender. Initial values of the frame counter and the sequence counter are provided to the recipient. The sender sends compressed messages including the value of the sequence counter and not the frame counter and monitors for an acknowledgement of receipt by the recipient. When no acknowledgment is received, the sender sends uncompressed messages until an acknowledgement of receipt is received from the recipient. The sequence counter is incremented and the next value of the frame counter is established as the integer next larger than previous value of the frame counter which is congruent to the sequence counter modulo 256.

Abstract: A DNS nameserver processes requests for domain name information based on subscriber identifiers, and optionally subscriber information. Based on a subscriber identifier, requests for a target domain name may generate a DNS response with domain name information for a proxy service. Techniques are provided to seamlessly and transparently authenticate a subscriber at the proxy service. The proxy service generates a redirect with a unique domain name including a tracking identifier in response to requests for a target domain name. The nameserver receives a request associated with the unique domain name. The nameserver responds with domain name information of the proxy service and generates a message to the proxy service mapping the tracking identifier to the subscriber identifier. The client then generates a request to the proxy service that includes the tracking identifier. The proxy service uses the mapping from the nameserver to authenticate the corresponding subscriber identifier.

Abstract: According to one embodiment, a memory system includes a non-volatile semiconductor memory device, a control unit, a memory as a work area, a wireless communication module, and an extension register. The control unit controls the non-volatile semiconductor memory device. The extension register is provided in the memory and has a data length by which a wireless communication function of the wireless communication module can be defined. The control unit causes the non-volatile semiconductor memory device to store, as a file, an HTTP request supplied from a host, causes the extension register, based on a first command supplied from the host, to register an HTTP transmission command transmitted together with the first command, and causes the wireless communication module to transmit the HTTP request stored in the non-volatile semiconductor memory device based on the transmission command registered in the extension register.

Abstract: A method is disclosed for managing an internet connection and informing a user about connectivity to the internet of a user terminal via a gateway, the gateway being connected to the user terminal via a local area network and to an internet service provider via a broadband line. The method includes: remotely provisioning through the first communication link the configuration of the gateway for internet connection; detecting completion of configuration of the gateway for internet connection in accordance with a service subscribed by the user, determining the state of the broadband line; and providing the user with a visual indication of availability of connectivity to the internet when configuration of the gateway for internet connection is completed and the broadband line is active; and managing the activation and deactivation of the connection to the internet by user terminals connected to a gateway via the local area network.