Abstract: An optimization platform system includes a network interface configured to communicate with a plurality user devices and a plurality of servers in a network; a processor communicatively coupled to the network interface; and memory storing instructions that, when executed, cause the processor to obtain network measurements including Quality of Service (QoS) measurements and one of measured Quality of Experience (QoE) measurements and inferred QoE measurements from the QoS measurements for one or more streams in the network, wherein each of the one or more streams has a type selected from a group consisting of a video stream, a Voice over Internet Protocol (VoIP) call, a gaming stream, and an Augmented Reality (AR)/Virtual Reality (VR) stream, and wherein the QoE measurements and the inferred QoE measurements of each of the one or more streams is based on the type of the respective stream, analyze the QoE measurements to determine poor QoE in the network, determine remedial actions in the network to repair the

Abstract: A method for path computation in a network includes determining dynamic link weights for links in the network, responsive to a request for a path, for a connection, between a source node and a destination node in the network with a requested bandwidth amount, wherein the dynamic link weights, for each link, are based on a current status of the link and a future status of the link; determining one or more paths for the request based on the dynamic link weights; and selecting a path of the one or more paths to minimize cost in the network. The method can be implemented through a Software Defined Networking (SDN) controller.

Abstract: Modem reclamation systems and methods for optimizing optical modem use in a network include determining costs and capacity range for Lx adjacencies in the network based on Lx information and L0 information, wherein Lx is a digital layer with routed traffic and L0 is a media layer with optical modems that are reclaimed when their utilization is reduced in the digital layer; determining an order of Lx connection moves that minimizes the costs of the Lx adjacencies, to reclaim or minimize the optical modem use; and performing the Lx connection moves based on the order and updating the Lx adjacencies.

Abstract: A vehicle seat includes a pair of side frames and a load sensor. The load sensor is provided at a lower portion of the side frame or below the side frame. The vehicle seat further includes a supporting member which is connected to the side frame and which supports a seated person. The supporting member includes a seat portion which receives a weight of a seated person. The seat portion is provided below the load sensor.

Abstract: Systems and methods for a representative bandwidth calculation in a network include receiving a request for representative bandwidth information; obtaining network measurements; combining, filtering, and retiming network measurements based on the request to determine the representative bandwidth information. The systems and methods convert the combined, filtered, and retimed network measurements into the representative bandwidth information which has an additive property in an algebraic domain. The additive property enables the representative bandwidth information to be used for admission control, overbooking determinations, network planning, and/or dynamic pricing in the network.

Abstract: Systems and methods for instantiating a network service in a network include receiving a service request for a network service; determining network resources in the network to instantiate the network service; determining a price for the network resources utilizing forecasts with adjustments to the price based on a current network status; providing the price in response to the service request; and responsive to acceptance of the price, causing instantiation of the network service through the network resources in the network.

Abstract: Systems and methods of service enhancement in a Software Defined Networking (SDN) network include performing an evaluation of one or more services in the SDN network for service enhancements; performing a scoring of the service enhancements of the one or more services; and causing implementation of at least one of the service enhancements in the SDN network. The evaluation can be based on temporarily implementing the service enhancements and measuring a benefit thereof. The evaluation can also be based on estimating the service enhancements based on historical measurements from the SDN network.

Abstract: Methods and systems for providing for display attribution data associated with one or more events are disclosed. Processor identifies channels from paths including events corresponding to position data identifying a position along the path at which the event was performed. Processor determines attribution credits assigned to each event included in the paths corresponding to the channel. Processor determines a number of attribution credits assigned to the channel. Processor identifies, from the paths, a plurality of event-position pairs. Each event-position pair corresponds to events that correspond to a respective channel and are performed at a respective position of the plurality of paths corresponding to the event-position pair. Processor determines, for each identified event-position pair, a weighting based on an aggregate of the attribution credits assigned to the events to which the event-position pair corresponds.

Abstract: Systems and methods for creating rules for assigning attribution credit across events, includes, identifying, by a processor, conversions at a website. The processor identifies path types associated with the conversions. Each path type identifies events and a index position indicating an event's relative position. The processor identifies a subset of the identified path types to be rewritten according to a path rewriting policy. The processor then rewrites the identified subset of the identified path types as rewritten path types. The processor determines, for each of the rewritten path types and remaining identified path types associated with the identified conversions, attribution credits for each event included in the path type. The processor creates, for each of the rewritten path types and remaining identified path types associated with the identified conversions, a rule for assigning the determined attribution credit to each event of the path type for which the rule is created.

Abstract: Systems and methods for service enhancement discovery in a Software Defined Networking (SDN) network include obtaining network measurements for one or more candidate services in the network; utilizing the network measurements to determine one or more service enhancements for the one or more candidate services; determining a cost and a benefit for each of the service enhancements for the one or more candidate services; and providing the service enhancements for the one or more candidate services based on associated cost and associated benefit of each of the service enhancements.

Abstract: Systems and methods are described for network service pricing and service resource management, implemented by a server communicatively coupled to a Software Defined Networking (SDN) network configured to provide the network service. The systems and methods includes receiving a service request for a network service in the SDN network; determining one or more price categories and one or more network resources for the service request, wherein the network resources are selected to instantiate the network service; adjusting a price of the network resources by adjusting the price within a range of the price categories based on current and known future network information of the SDN network; and responsive to acceptance of the price, instantiating the network service through the network resources in the SDN network.

Abstract: Systems and methods for bandwidth optimization in a network include monitoring a state of the network, wherein the network is a connection-oriented network; utilizing analytics based on the monitoring to predict trends, create triggers, and determine updates to policy associated with the network; and performing bandwidth optimization on one or more connections based on the trends, the triggers, and the policy, wherein each of the one or more connections has one or more of a Wave Division Multiplexing (WDM) component, a Time Division Multiplexing (TDM) component, and a packet component, and wherein the bandwidth optimization finds the one or more connections with inefficient resource usages and moves the one or more connections, in one or more of time and space, to more optimal paths.

Abstract: Dynamic policy systems and methods for implementing network management of a network include pre-calculating management policies for the network, in an off-line manner, based on past observed network load taking into consideration seasonality of network load, forecasts of the network load, and planned events on the network load; selecting a policy from the pre-calculated management policies, to manage the network in an on-line manner, wherein the selecting is either time-based or performance-based; and performing network management functions in the network utilizing the selected policy.

Abstract: Traffic-adaptive network control systems and methods for a network, implemented by a server, include monitoring data associated with the network; generating a traffic forecast based on the monitored data; generating a schedule of actions based on a comparison of the traffic forecast to observed data; and causing orchestration of the actions in the network based on the generated schedule. The network can include a Software Defined Networking (SDN) network.

Abstract: Modem reclamation systems and methods for optimizing optical modem use in a network include determining costs and capacity range for Lx adjacencies in the network based on Lx information and L0 information, wherein Lx is a digital layer with routed traffic and L0 is a media layer with optical modems that are reclaimed when their utilization is reduced in the digital layer; determining an order of Lx connection moves that minimizes the costs of the Lx adjacencies, to reclaim or minimize the optical modem use; and performing the Lx connection moves based on the order and updating the Lx adjacencies.

Abstract: A vehicle seat includes a pair of side frames and a load sensor. The load sensor is provided at a lower portion of the side frame or below the side frame. The vehicle seat further includes a supporting member which is connected to the side frame and which supports a seated person. The supporting member includes a seat portion which receives a weight of a seated person. The seat portion is provided below the load sensor.

Abstract: Systems and methods are described for network service pricing and service resource management, implemented by a server communicatively coupled to a Software Defined Networking (SDN) network configured to provide the network service. The systems and methods includes receiving a service request for a network service in the SDN network; determining one or more price categories and one or more network resources for the service request, wherein the network resources are selected to instantiate the network service; adjusting a price of the network resources by adjusting the price within a range of the price categories based on current and known future network information of the SDN network; and responsive to acceptance of the price, instantiating the network service through the network resources in the SDN network.

Abstract: Systems and methods for service enhancement discovery in a Software Defined Networking (SDN) network include obtaining network measurements for one or more candidate services in the network; utilizing the network measurements to determine one or more service enhancements for the one or more candidate services; determining a cost and a benefit for each of the service enhancements for the one or more candidate services; and providing the service enhancements for the one or more candidate services based on associated cost and associated benefit of each of the service enhancements.

Abstract: Dynamic policy systems and methods for implementing network management of a network include pre-calculating management policies for the network, in an off-line manner, based on past observed network load taking into consideration seasonality of network load, forecasts of the network load, and planned events on the network load; selecting a policy from the pre-calculated management policies, to manage the network in an on-line manner, wherein the selecting is either time-based or performance-based; and performing network management functions in the network utilizing the selected policy.

Abstract: Systems and methods for a representative bandwidth calculation in a network include receiving a request for representative bandwidth information; obtaining network measurements; combining, filtering, and retiming network measurements based on the request to determine the representative bandwidth information. The systems and methods convert the combined, filtered, and retimed network measurements into the representative bandwidth information which has an additive property in an algebraic domain. The additive property enables the representative bandwidth information to be used for admission control, overbooking determinations, network planning, and/or dynamic pricing in the network.