A system, comprising: a data collector located in a cable network to capture multi-tone signals traversing the cable network; a data repository located in a cloud network and having an interface for communicating with the data collector, wherein the data repository is configured to store the multi-tone signals captured by the data collector and network data associated with the cable network; and a central server comprising: a memory element storing Predictive Services Management, PSM, algorithms comprising instructions and associated data; and a processor operable to execute the PSM algorithms, wherein the processor and the memory element cooperate, such that the central server is configured for: retrieving key performance indicators from the multi-tone signals captured by the data collector; identifying a fault signature based on the key performance indicators, wherein the fault signature is identified based on phase domain analysis of a channel response; accessing the data repository for geographical information associated with the cable network; determining a location of a fault in the cable network based on the fault signature and the geographical information; accessing the data repository for device information associated with the cable network; estimating a type of fault based on the fault signature, the location of the fault and the device information; and activating repair and maintenance activities based on the type of fault, the location of the fault and the fault signature. a data collector located in a cable network to capture multi-tone signals traversing the cable network; a data repository located in a cloud network and having an interface for communicating with the data collector, wherein the data repository is configured to store the multi-tone signals captured by the data collector and network data associated with the cable network; and a central server comprising: a memory element storing Predictive Services Management, PSM, algorithms comprising instructions and associated data; and a processor operable to execute the PSM algorithms, wherein the processor and the memory element cooperate, such that the central server is configured for: retrieving key performance indicators from the multi-tone signals captured by the data collector; identifying a fault signature based on the key performance indicators, wherein the fault signature is identified based on phase domain analysis of a channel response; accessing the data repository for geographical information associated with the cable network; determining a location of a fault in the cable network based on the fault signature and the geographical information; accessing the data repository for device information associated with the cable network; estimating a type of fault based on the fault signature, the location of the fault and the device information; and activating repair and maintenance activities based on the type of fault, the location of the fault and the fault signature. a memory element storing Predictive Services Management, PSM, algorithms comprising instructions and associated data; and a processor operable to execute the PSM algorithms, wherein the processor and the memory element cooperate, such that the central server is configured for: retrieving key performance indicators from the multi-tone signals captured by the data collector; identifying a fault signature based on the key performance indicators, wherein the fault signature is identified based on phase domain analysis of a channel response; accessing the data repository for geographical information associated with the cable network; determining a location of a fault in the cable network based on the fault signature and the geographical information; accessing the data repository for device information associated with the cable network; estimating a type of fault based on the fault signature, the location of the fault and the device information; and activating repair and maintenance activities based on the type of fault, the location of the fault and the fault signature. retrieving key performance indicators from the multi-tone signals captured by the data collector; identifying a fault signature based on the key performance indicators, wherein the fault signature is identified based on phase domain analysis of a channel response; accessing the data repository for geographical information associated with the cable network; determining a location of a fault in the cable network based on the fault signature and the geographical information; accessing the data repository for device information associated with the cable network; estimating a type of fault based on the fault signature, the location of the fault and the device information; and activating repair and maintenance activities based on the type of fault, the location of the fault and the fault signature.