Abstract: A management entity receives device fingerprints representing corresponding devices connected to one or more networks. Each device fingerprint includes a multi-bit word indicating hardware, software, network configuration, and failure features for a corresponding one of the devices. The management entity processes the device fingerprints using different methods including statistical risk of failure scoring methods and machine learning risk of failure scoring methods, to produce from each of the methods a respective risk of failure for each device. The management entity combines the respective risk of failures for each device into a composite risk of failure for each device, ranks the devices based on the composite risk of failures for the devices, to produce a risk ranking of the devices, and outputs the risk ranking.

Abstract: A management entity receives device fingerprints representing corresponding devices connected to one or more networks. Each device fingerprint includes a multi-bit word indicating hardware, software, network configuration, and failure features for a corresponding one of the devices. The management entity processes the device fingerprints using different methods including statistical risk of failure scoring methods and machine learning risk of failure scoring methods, to produce from each of the methods a respective risk of failure for each device. The management entity combines the respective risk of failures for each device into a composite risk of failure for each device, ranks the devices based on the composite risk of failures for the devices, to produce a risk ranking of the devices, and outputs the risk ranking.

Abstract: A management entity receives device fingerprints representing corresponding devices connected to one or more networks. Each device fingerprint includes a multi-bit word indicating hardware, software, network configuration, and failure features for a corresponding one of the devices. The management entity processes the device fingerprints using different methods including statistical risk of failure scoring methods and machine learning risk of failure scoring methods, to produce from each of the methods a respective risk of failure for each device. The management entity combines the respective risk of failures for each device into a composite risk of failure for each device, ranks the devices based on the composite risk of failures for the devices, to produce a risk ranking of the devices, and outputs the risk ranking.

Abstract: A management entity receives device fingerprints representing corresponding devices connected to one or more networks. Each device fingerprint includes a multi-bit word indicating hardware, software, network configuration, and failure features for a corresponding one of the devices. The management entity processes the device fingerprints using different methods including statistical risk of failure scoring methods and machine learning risk of failure scoring methods, to produce from each of the methods a respective risk of failure for each device. The management entity combines the respective risk of failures for each device into a composite risk of failure for each device, ranks the devices based on the composite risk of failures for the devices, to produce a risk ranking of the devices, and outputs the risk ranking.

Abstract: In one embodiment, an apparatus includes an Ethernet port, for connection to an Ethernet access network providing multiple different services. A plurality of local service ports are provided for connection to items of peripheral customer premises equipment (CPE), each item supporting a different, respective service. A bridge is coupled to convey data frames between the Ethernet port and the local service ports. A controller is coupled to receive via the Ethernet port at least one provisioning message indicating associations between the services and respective Virtual Local Area Network (VLAN) identifiers, and to configure the bridge, responsively to the provisioning message, to forward the data frames received via the Ethernet port on each VLAN to a respective service port in accordance with the associations.

Abstract: In one embodiment, an apparatus includes an Ethernet port, for connection to an Ethernet access network providing multiple different services. A plurality of local service ports are provided for connection to items of peripheral customer premises equipment (CPE), each item supporting a different, respective service. A bridge is coupled to convey data frames between the Ethernet port and the local service ports. A controller is coupled to receive via the Ethernet port at least one provisioning message indicating associations between the services and respective Virtual Local Area Network (VLAN) identifiers, and to configure the bridge, responsively to the provisioning message, to forward the data frames received via the Ethernet port on each VLAN to a respective service port in accordance with the associations.

Abstract: In one embodiment, an apparatus includes an Ethernet port, for connection to an Ethernet access network providing multiple different services. A plurality of local service ports are provided for connection to items of peripheral customer premises equipment (CPE), each item supporting a different, respective service. A bridge is coupled to convey data frames between the Ethernet port and the local service ports. A controller is coupled to receive via the Ethernet port at least one provisioning message indicating associations between the services and respective Virtual Local Area Network (VLAN) identifiers, and to configure the bridge, responsively to the provisioning message, to forward the data frames received via the Ethernet port on each VLAN to a respective service port in accordance with the associations.

Abstract: In one embodiment, an apparatus includes an Ethernet port, for connection to an Ethernet access network providing multiple different services. A plurality of local service ports are provided for connection to items of peripheral customer premises equipment (CPE), each item supporting a different, respective service. A bridge is coupled to convey data frames between the Ethernet port and the local service ports. A controller is coupled to receive via the Ethernet port at least one provisioning message indicating associations between the services and respective Virtual Local Area Network (VLAN) identifiers, and to configure the bridge, responsively to the provisioning message, to forward the data frames received via the Ethernet port on each VLAN to a respective service port in accordance with the associations.