the neural network was the ML technique used to find out the system parameters when historically alarms (the indication of network failure) in the system got generated.This information was fed as a threshold and once in the real scenario the parameters start approaching the threshold, the internal alert for those cell sites get generated for the Network engineer to focus on as preventive analytics.
Blockchain in tandem with smart contracts can be used to automate a number of processes including billing and roaming. Smart contracts (or crypto contracts) are computer programs featuring specific rules, which are meant to control transfer of assets as well as digital currencies between two parties. Along with defining rules and penalties, a smart contract can also automate the process of enforcement of those rules or obligations.
Blockchain and smart contracts can replace manual interworking and do away with the need to go through clearinghouses, thus speeding up the process. Settlements and other transactions between operators can also be done automatically via blockchain, which will not only help companies save time, but also increase transparency and reduce labor costs. For example, when a call is initiated, the details are recorded on Blockchain and based on this information and the rules agreed upon in the smart contract, payment is determined between the two operators.
Once the network engineer identifies the problem and solves it, it gets documented in the knowledge repository for future reference.Identity theft refers to the use of another person’s identity or false identification to subscribe to or use telecom services. In the telecom sector, an identity thief can steal information to procure a SIM card and use it to get access to a number of services, the brunt of which will have to be borne by the victim. SIM cards have the International Mobile Subscriber Identity (IMSI) stored in them and a key related to it is usually used for identifying and confirming subscribers. A signal containing the IMSI is sent over to the network station as soon as the mobile device is turned on. The identification number basically links the device with the provider’s account.
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