Chandrasekhar Katasani (2025) “Predicting Device Faults in Telecom Using Real-Time Streaming, Cloud Technologies, and Machine Learning”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 11(1), pp. 575–582. doi:10.32628/CSEIT25111263.