Abstract: A method for optimizing resource allocation based on prediction with reinforcement learning includes the steps of: a) providing a prediction on the number of units of the resource for a workload in more than N timepoints after a 0-th timepoint to the processor; b) calculating at least one 0-th possible operation cost (POC) based on at least one possible provisioned number (PPN) at 1-th timepoint; c) repeating the following sub-steps for the i-th timepoint with i from 1 to N by the processor: c1) calculating at least one i-th possible operation cost (POCi); c2) finding out the smallest and the second smallest POCi; and c3) setting PPNi used to calculate the smallest POCi as an i-th assigned number; and d) provisioning 1 unit of the resource at the 0-th timepoint and i-th assigned number of units of the resource at the i-th timepoint for the workload by the processor.

Abstract: A prediction-based method for analyzing change impact on software components is disclosed.

Abstract: During a communication technique, an access point provides a message that includes one or more public land mobile network identifiers of one or more cellular-telephone networks that are supported by the access point. Then, an electronic device, which received the message, provides a candidate list specifying one or more access points that support communication with a cellular telephone network to a radio node that is associated with this cellular-telephone network. By communicating with a wireless-local-area-network (WLAN) controller, the radio node validates the one or more access points, and selects a target access point based on performance feedback from the WLAN controller. Next, the radio node instructs the electronic device to associate with the target access point. Moreover, the radio node and the target access point establish a secure-communication pathway, which allows the radio node to communicate data to the electronic device via the access point using an LTE Wi-Fi aggregation protocol.

Abstract: In order to leverage an enterprise-hosted network (EHN) associated with an entity, a communication technique may dynamically customize an application on a portable electronic device. In particular, the portable electronic device may discover and then may connect to the EHN using a quarantine zone that restricts access to the EHN. After providing valid credentials to establish a level of trust with the EHN, the portable electronic device may receive a request for authentication and authorization information. In response to the request, the portable electronic device may provide a credential to the EHN. Next, the portable electronic device may receive provisioning information that customizes the application on the portable electronic device to a venue associated with the entity. The provisioning information may include a connection setting associated with the application on the portable electronic device, which allows the portable electronic device to connect to the EHN outside of the quarantine zone.

Abstract: During a communication technique, an access point provides a message that includes one or more public land mobile network identifiers of one or more cellular-telephone networks that are supported by the access point. Then, an electronic device, which received the message, provides a candidate list specifying one or more access points that support communication with a cellular telephone network to a radio node that is associated with this cellular-telephone network. By communicating with a wireless-local-area-network (WLAN) controller, the radio node validates the one or more access points, and selects a target access point based on performance feedback from the WLAN controller. Next, the radio node instructs the electronic device to associate with the target access point. Moreover, the radio node and the target access point establish a secure-communication pathway, which allows the radio node to communicate data to the electronic device via the access point using an LTE Wi-Fi aggregation protocol.

Abstract: During a communication technique, an access point provides a message that includes one or more public land mobile network identifiers of one or more cellular-telephone networks that are supported by the access point. Then, an electronic device, which received the message, provides a candidate list specifying one or more access points that support communication with a cellular telephone network to a radio node that is associated with this cellular-telephone network. By communicating with a wireless-local-area-network (WLAN) controller, the radio node validates the one or more access points, and selects a target access point based on performance feedback from the WLAN controller. Next, the radio node instructs the electronic device to associate with the target access point. Moreover, the radio node and the target access point establish a secure-communication pathway, which allows the radio node to communicate data to the electronic device via the access point using an LTE Wi-Fi aggregation protocol.

Abstract: In order to leverage an enterprise-hosted network (EHN) associated with an entity, a communication technique may dynamically customize an application on a portable electronic device. In particular, the portable electronic device may discover and then may connect to the EHN using a quarantine zone that restricts access to the EHN. After providing valid credentials to establish a level of trust with the EHN, the portable electronic device may receive a request for authentication and authorization information. In response to the request, the portable electronic device may provide a credential to the EHN. Next, the portable electronic device may receive provisioning information that customizes the application on the portable electronic device to a venue associated with the entity. The provisioning information may include a connection setting associated with the application on the portable electronic device, which allows the portable electronic device to connect to the EHN outside of the quarantine zone.

Abstract: In order to leverage an enterprise-hosted network (EHN) associated with an entity, a communication technique may dynamically customize an application on a portable electronic device. In particular, the portable electronic device may discover and then may connect to the EHN using a quarantine zone that restricts access to the EHN. After providing valid credentials to establish a level of trust with the EHN, the portable electronic device may receive a request for authentication and authorization information. In response to the request, the portable electronic device may provide a credential to the EHN. Next, the portable electronic device may receive provisioning information that customizes the application on the portable electronic device to a venue associated with the entity. The provisioning information may include a connection setting associated with the application on the portable electronic device, which allows the portable electronic device to connect to the EHN outside of the quarantine zone.

Abstract: During a communication technique, an access point provides a message that includes one or more public land mobile network identifiers of one or more cellular-telephone networks that are supported by the access point. Then, an electronic device, which received the message, provides a candidate list specifying one or more access points that support communication with a cellular telephone network to a radio node that is associated with this cellular-telephone network. By communicating with a wireless-local-area-network (WLAN) controller, the radio node validates the one or more access points, and selects a target access point based on performance feedback from the WLAN controller. Next, the radio node instructs the electronic device to associate with the target access point. Moreover, the radio node and the target access point establish a secure-communication pathway, which allows the radio node to communicate data to the electronic device via the access point using an LTE Wi-Fi aggregation protocol.

Abstract: During a communication technique, an access point provides a message that includes one or more public land mobile network identifiers of one or more cellular-telephone networks that are supported by the access point. Then, an electronic device, which received the message, provides a candidate list specifying one or more access points that support communication with a cellular telephone network to a radio node that is associated with this cellular-telephone network. By communicating with a wireless-local-area-network (WLAN) controller, the radio node validates the one or more access points, and selects a target access point based on performance feedback from the WLAN controller. Next, the radio node instructs the electronic device to associate with the target access point. Moreover, the radio node and the target access point establish a secure-communication pathway, which allows the radio node to communicate data to the electronic device via the access point using an LTE Wi-Fi aggregation protocol.

Abstract: In order to leverage an enterprise-hosted network (EHN) associated with an entity, a communication technique may dynamically customize an application on a portable electronic device. In particular, the portable electronic device may discover and then may connect to the EHN using a quarantine zone that restricts access to the EHN. After providing valid credentials to establish a level of trust with the EHN, the portable electronic device may receive a request for authentication and authorization information. In response to the request, the portable electronic device may provide a credential to the EHN. Next, the portable electronic device may receive provisioning information that customizes the application on the portable electronic device to a venue associated with the entity. The provisioning information may include a connection setting associated with the application on the portable electronic device, which allows the portable electronic device to connect to the EHN outside of the quarantine zone.

Abstract: During a communication technique, an access point provides a message that includes one or more public land mobile network identifiers of one or more cellular-telephone networks that are supported by the access point. Then, an electronic device, which received the message, provides a candidate list specifying one or more access points that support communication with a cellular telephone network to a radio node that is associated with this cellular-telephone network. By communicating with a wireless-local-area-network (WLAN) controller, the radio node validates the one or more access points, and selects a target access point based on performance feedback from the WLAN controller. Next, the radio node instructs the electronic device to associate with the target access point. Moreover, the radio node and the target access point establish a secure-communication pathway, which allows the radio node to communicate data to the electronic device via the access point using an LTE Wi-Fi aggregation protocol.