Abstract: An approach for self-improving classification. The approach receives sensor data of a machine, wherein the sensor data is collected during operation of the machine. The approach defines one or more categories, wherein each category of the one or more categories is associated with one or more parameters. The approach determines whether the sensor data matches one or more parameters of a first category of the one or more categories. Responsive to a determination that the sensor data matches the one or more parameters of the first category, the approach classifies the sensor data into the first category. The approach applies a first category label to the sensor data, wherein the first category label is associated with the first category.

Abstract: A network function modification method, system, and computer program product, include terminating the connection-oriented session between a client and a server via at least two proxies, running a multipath connection-oriented session between the at least two proxies, if an insertion request is received, establishing a first multipath subflow with the new multipath subflow traversing the network function of the insertion request, and if a removal request is received, establishing a second multipath subflow with the new multipath subflow not traversing the network function of the removal request.

Abstract: Methods and apparatus are provided for wireless network optimization. Wireless network traffic is optimized by receiving redirected traffic based on one or more configuration rules; and applying the redirected traffic to a protocol optimizer that optimizes the wireless network traffic based on one or more optimization rules. A management interface is optionally provided to manage the network optimization appliance. A process monitor is optionally provided to monitor one or more process threads to determine if the process threads have stalled. The process monitor can monitor other components and can be monitored by at least one other component.

Abstract: Methods and apparatus are provided for wireless network optimization. Wireless network traffic is optimized by receiving redirected traffic based on one or more configuration rules; and applying the redirected traffic to a protocol optimizer that optimizes the wireless network traffic based on one or more optimization rules. A management interface is optionally provided to manage the network optimization appliance. A process monitor is optionally provided to monitor one or more process threads to determine if the process threads have stalled. The process monitor can monitor other components and can be monitored by at least one other component.

Abstract: Traffic redirection methods include determining a quality-affective factor comprising a quality-affective factor in an existing connection between a client and a server in a network. The quality-affective factor is compared to a threshold to determine whether the connection would benefit from a network processing function. A router is reconfigured to exclude the middlebox from the connection, if the connection would not benefit from the network processing function and if the middlebox is already present in the connection, to cease operation of the middlebox on the connection. The router reconfiguration is delayed until the connection is idle.

Abstract: A method includes positioning a proxy between a client and a server; the proxy receiving the client's Transmission Control Protocol (TCP) communications intended for establishing a communication connection to the server; the proxy initiating a TCP communication with the server after receiving the client's TCP; and the proxy determining a TCP congestion control algorithm based upon identifying information of the received client's TCP and on properties of the sever to provide optimum communications as a communication proxy between the client and the server.

Abstract: Traffic redirection methods include determining a quality-affective factor comprising a quality-affective factor in an existing connection between a client and a server in a network. The quality-affective factor is compared to a threshold to determine whether the connection would benefit from a network processing function. A router is reconfigured to exclude the middlebox from the connection, if the connection would not benefit from the network processing function and if the middlebox is already present in the connection, to cease operation of the middlebox on the connection. The router reconfiguration is delayed until the connection is idle.

Abstract: A middlebox includes a network monitor module configured to determine a quality-affective factor in a connection between a client and a server in a network. A processor is configured to compare the quality-affective factor to a threshold to determine whether the connection would benefit from a network processing function. A network control module is configured to configure a router to exclude the middlebox from the connection if the connection would not benefit from the network processing function and if the middlebox is already present in the connection to cease operation of the middlebox on the connection. Router configuration is delayed until the connection is idle.

Abstract: Traffic redirection methods include determining a quality-affective factor in a connection between a client and a server in a network; comparing the quality-affective factor to a threshold to determine whether the connection would benefit from a network processing function; reconfiguring the network to redirect the connection to or away from a middlebox that performs the network processing function in accordance with the determination of whether the connection would benefit from the network processing function.

Abstract: Dynamic middleboxes include a network monitor module configured to determine a quality-affective factor in a connection between a client and a server in a network; a processor configured to compare the quality-affective factor to a threshold to determine whether the connection would benefit from a network processing function; and a network control module configured to reconfigure the network to redirect the connection to a middlebox that performs the network processing function if the connection would benefit and further configured to reconfigure the network to exclude the middlebox from the connection if the connection would not benefit.

Abstract: Techniques for managing network traffic in a virtual consolidated appliance so as to avoid interruptions in existing network connections during reconfiguration of the virtual consolidated appliance are provided. In one aspect, a method for operating a virtual consolidated appliance having a plurality of servers is provided. The method includes the following steps. An assignment for load balancing is computed based on a status of the virtual consolidated appliance. A reconfiguration of the virtual consolidated appliance is discovered. A new assignment is computed for load balancing based on a new status of the virtual consolidated appliance based on the reconfiguration of the virtual consolidated appliance. Existing network connections are redirected according to the assignment during the reconfiguration of the virtual consolidated appliance. New network connections are served according to the new assignment.

Abstract: Embodiments of the present invention provide a method, system and computer program product for split transport control protocol (TCP) flow control management in a cellular broadband network. In an embodiment of the invention, a method for split TCP flow control management in a cellular broadband network is provided. The method includes first determining a context for a packet received as part of a data flow in a base station of a cellular broadband network and then selecting either an end-to-end TCP connection or a split TCP connection to support the data flow. Thereafter, the data flow is routed using the selected connection.

Abstract: Methods and apparatus are provided for wireless network optimization. Wireless network traffic is optimized by receiving redirected traffic based on one or more configuration rules; and applying the redirected traffic to a protocol optimizer that optimizes the wireless network traffic based on one or more optimization rules. A management interface is optionally provided to manage the network optimization appliance. A process monitor is optionally provided to monitor one or more process threads to determine if the process threads have stalled. The process monitor can monitor other components and can be monitored by at least one other component.

Abstract: Methods and apparatus are provided for wireless network optimization. Wireless network traffic is optimized by receiving redirected traffic based on one or more configuration rules; and applying the redirected traffic to a protocol optimizer that optimizes the wireless network traffic based on one or more optimization rules. A management interface is optionally provided to manage the network optimization appliance. A process monitor is optionally provided to monitor one or more process threads to determine if the process threads have stalled. The process monitor can monitor other components and can be monitored by at least one other component.

Abstract: Techniques for managing network traffic in a virtual consolidated appliance so as to avoid interruptions in existing network connections during reconfiguration of the virtual consolidated appliance are provided. In one aspect, a method for operating a virtual consolidated appliance having a plurality of servers is provided. The method includes the following steps. An assignment for load balancing is computed based on a status of the virtual consolidated appliance. A reconfiguration of the virtual consolidated appliance is discovered. A new assignment is computed for load balancing based on a new status of the virtual consolidated appliance based on the reconfiguration of the virtual consolidated appliance. Existing network connections are redirected according to the assignment during the reconfiguration of the virtual consolidated appliance. New network connections are served according to the new assignment.

Abstract: Techniques for managing network traffic in a virtual consolidated appliance so as to avoid interruptions in existing network connections during reconfiguration of the virtual consolidated appliance are provided. In one aspect, a method for operating a virtual consolidated appliance having a plurality of servers is provided. The method includes the following steps. An assignment for load balancing is computed based on a status of the virtual consolidated appliance. A reconfiguration of the virtual consolidated appliance is discovered. A new assignment is computed for load balancing based on a new status of the virtual consolidated appliance based on the reconfiguration of the virtual consolidated appliance. Existing network connections are redirected according to the assignment during the reconfiguration of the virtual consolidated appliance. New network connections are served according to the new assignment.

Abstract: Dynamic middleboxes include a network monitor module configured to determine a quality-affective factor in a connection between a client and a server in a network; a processor configured to compare the quality-affective factor to a threshold to determine whether the connection would benefit from a network processing function; and a network control module configured to reconfigure the network to redirect the connection to a middlebox that performs the network processing function if the connection would benefit and further configured to reconfigure the network to exclude the middlebox from the connection if the connection would not benefit.

Abstract: Traffic redirection methods include determining a quality-affective factor in a connection between a client and a server in a network; comparing the quality-affective factor to a threshold to determine whether the connection would benefit from a network processing function; reconfiguring the network to redirect the connection to or away from a middlebox that performs the network processing function in accordance with the determination of whether the connection would benefit from the network processing function.

Abstract: Embodiments of the present invention provide a method, system and computer program product for split transport control protocol (TCP) flow control management in a cellular broadband network. In an embodiment of the invention, a method for split TCP flow control management in a cellular broadband network is provided. The method includes first determining a context for a packet received as part of a data flow in a base station of a cellular broadband network and then selecting either an end-to-end TCP connection or a split TCP connection to support the data flow. Thereafter, the data flow is routed using the selected connection.

Abstract: File traffic redirection from a core server to a network edge. A request for a file from a target system is received from one or more requestors in direct communication with the computer. The request includes a host name of the target system. If the host name is not locally resolvable, requesting a resolution of the host name from a domain name resolution process external to the computer. An Internet protocol address of the target system is received from the domain name resolution process, and all subsequent file requests by any of the one or more requestors for files from the target system are routed directly to the target system without accessing a core network.